[ { "id": "Ribicic_2012_VAS", "type_id": "journalpaper_notalk", "tu_id": null, "repositum_id": null, "title": "Visual analysis and steering of flooding simulations", "date": "2012", "abstract": "We present a visualization tool for the real-time analysis of interactively steered ensemble-simulation runs, and apply it to flooding simulations. Simulations are performed on-the-fly, generating large quantities of data. The user wants to make sense of the data as it is created. The tool facilitates understanding: of what happens in all scenarios, where important events occur and how simulation runs are related. We combine different approaches to achieve this goal. To maintain an overview, data is aggregated and embedded into the simulation rendering, showing trends, outliers, and robustness. For a detailed view, we use information-visualization views and interactive visual analysis techniques. A selection mechanism connects the two approaches. Points of interest are selected by clicking on aggregates, supplying data for visual analysis. This allows the user to maintain an overview of the ensemble and perform analysis even as new data is supplied through simulation steering. Unexpected or unwanted developments are detected easily, and the user can focus the exploration on them. The solution was evaluated with two case studies focusing on placing and testing flood defense measures. Both were evaluated by a consortium of flood simulation and defense experts, who found the system to be both intuitive and relevant.", "authors_et_al": false, "substitute": null, "main_image": null, "sync_repositum_override": null, "authors": [ { "id": 889, "drupal_id": null, "orcid_id": null, "website": null, "firstname": "Hrvoje", "lastname": "Ribičić", "searchname": "Hrvoje Ribičić", "is_teacher": false, "name": "Hrvoje Ribičić", "publications": [ "Groeller_2011_NR", "Ribicic_2012_SUS", "Ribicic_2012_VAS", "Ribicic-2010-CRS", "Waser-2010-WL" ], "publications_first": [], "project_leader": [], "publication_field": [], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=889", "__class": "Author" }, { "id": 798, "drupal_id": 714, "orcid_id": null, "website": "https://www.cg.tuwien.ac.at/staff/JürgenWaser", "firstname": "Jürgen", "lastname": "Waser", "searchname": "Jürgen Waser", "is_teacher": false, "name": "Jürgen Waser", "publications": [ "Cornel_Daniel_2015_VOC", "CORNEL-2019-IVF", "cornel-2022-wih", "Cornel2016CFM", "fuchs_vhml", "Groeller_2011_NR", "Groeller_2014_RWA", "Konev-FCV2018", "kroesl-2019-MoD", "Ribicic_2012_SUS", "Ribicic_2012_VAS", "waser_2011_VSD", "Waser-2010-WL" ], "publications_first": [], "project_leader": [ "Scenario Pool" ], "publication_field": [ { "publ_id": "Groeller_2011_NR", "field_id": "lecturer", "ordernum": 0 }, { "publ_id": "Gurbat_2011_SBS", "field_id": "supervisor", "ordernum": 1 }, { "publ_id": "Matusich-2017-01", "field_id": "supervisor", "ordernum": 1 }, { "publ_id": "Ribicic-2010-CRS", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "Waser-2010-WL", "field_id": "lecturer", "ordernum": 0 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=798", "__class": "Author" }, { "id": 672, "drupal_id": 250, "orcid_id": null, "website": "http://graphics.ethz.ch/~rafuchs", "firstname": "Raphael", "lastname": "Fuchs", "searchname": "Raphael Fuchs", "is_teacher": false, "name": "Raphael Fuchs", "publications": [ "fuchs_raphael_2007_par", "fuchs_vhml", "fuchs-2008-del", "fuchs-2009-ncp", "fuchs-pcs-2009", "fuchs-vom-2009", "fuchs-vortex", "Groeller_2011_NR", "Ribicic_2012_VAS", "Waser-2010-WL" ], "publications_first": [], "project_leader": [], "publication_field": [ { "publ_id": "ammer-2008-lst", "field_id": "supervisor", "ordernum": 1 }, { "publ_id": "buerger-2007-star", "field_id": "lecturer", "ordernum": 0 }, { "publ_id": "fuchs_vhml", "field_id": "lecturer", "ordernum": 0 }, { "publ_id": "monitzer_2008_FluSi", "field_id": "supervisor", "ordernum": 1 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=672", "__class": "Author" }, { "id": 1330, "drupal_id": null, "orcid_id": null, "website": null, "firstname": "Günter", "lastname": "Blöschl", "searchname": "Günter Blöschl", "is_teacher": false, "name": "Günter Blöschl", "publications": [ "Groeller_2011_NR", "Ribicic_2012_VAS", "Waser-2010-WL" ], "publications_first": [], "project_leader": [], "publication_field": [ { "publ_id": "waser_2011_VSD", "field_id": "reviewer_2", "ordernum": 0 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=1330", "__class": "Author" }, { "id": 166, "drupal_id": 111, "orcid_id": "0000-0002-8569-4149", "website": "https://www.cg.tuwien.ac.at/staff/EduardGröller", "firstname": "Eduard", "lastname": "Gröller", "searchname": "Eduard Gröller", "is_teacher": true, "name": "Eduard Gröller", "publications": [ "a-2001-ah", "a-2001-ahr", "a-2001-Rec", "Acquisto-1995-DCR", "alacruzECR2004", "Alharbi_2021", "Alsallakh_2012_RCW", "amirkhanov_2012", "amirkhanov_2012heur", "amirkhanov_2013_AMA", "amirkhanov-2011", "amirkhanov-2014-ama", "amirkhanov-2017-cffet", "amirkhanov-2018-withteeth", "amirkhanov-2019-manylands", "amirkhanov2010AMA", "amirkhanov2020visual", "Antonini2020", "Artner-2004-Hig", "Artner-2005-Hig", "Auzinger_Mistelbauer_2013_CSR", "balabanian-2007-ant", 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"field_id": "supervisor", "ordernum": 0 }, { "publ_id": "Wegenkittl-thesis", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "Weissenboeck_2019_PhD", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "Wimmer_Maria_2015_SAS", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "wissmann-2022-alb", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "Woschizka_2021", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "zambal-2005-3dact", "field_id": "supervisor", "ordernum": 2 }, { "publ_id": "zambal-2009-ami", "field_id": "co_supervisor", "ordernum": 1 }, { "publ_id": "Zaufel_2021", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "zauner-2013-svkinect", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "zechmeister2020", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "Zhu-2014-flowvis", "field_id": "supervisor", "ordernum": 0 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=166", "__class": "Author" } ], "journal": "IEEE Transaction on Visualization and Computer Graphics", "number": "99", "volume": "PP", "research_areas": [ { "id": "InfoVis", "drupal_id": 4128, "name": "Information Visualization and Visual Analytics", "short_abstract": "In this research area, our focus lies on novel visual encodings and interaction techniques to explore a large amount of abstract data, often in combination with analytical reasoning. ", "abstract": "
Data and information created by various processes (e.g., simulations) is getting larger, and more and more complex. We use interactive visualization and analysis techniques to facilitate exploration of complex parameter spaces (e.g., to analyze and compare parameters for automotive engineering, reconstruction algorithms, or geometry generators) or unstructured information collections (e.g., annotated digital documents or image collections). Our research focus lies on novel visual encodings and interaction techniques to explore a large amount of abstract data, often in combination with analytical reasoning.
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"Groeller_2011_NR", "type_id": "journalpaper_notalk", "tu_id": null, "repositum_id": null, "title": "Nodes on Ropes: A Comprehensive Data and Control Flow for Steering Ensemble Simulations", "date": "2011-12", "abstract": "Flood disasters are the most common natural risk and tremendous efforts are spent to improve their simulation and\nmanagement. However, simulation-based investigation of actions that can be taken in case of flood emergencies is rarely done.\nThis is in part due to the lack of a comprehensive framework which integrates and facilitates these efforts. In this paper, we tackle\nseveral problems which are related to steering a flood simulation. One issue is related to uncertainty. We need to account for\nuncertain knowledge about the environment, such as levee-breach locations. Furthermore, the steering process has to reveal how\nthese uncertainties in the boundary conditions affect the confidence in the simulation outcome. Another important problem is that the\nsimulation setup is often hidden in a black-box. We expose system internals and show that simulation steering can be comprehensible\nat the same time. This is important because the domain expert needs to be able to modify the simulation setup in order to include local\nknowledge and experience. In the proposed solution, users steer parameter studies through the World Lines interface to account for\ninput uncertainties. The transport of steering information to the underlying data-flow components is handled by a novel meta-flow. The\nmeta-flow is an extension to a standard data-flow network, comprising additional nodes and ropes to abstract parameter control. The\nmeta-flow has a visual representation to inform the user about which control operations happen. Finally, we present the idea to use\nthe data-flow diagram itself for visualizing steering information and simulation results. We discuss a case-study in collaboration with a\ndomain expert who proposes different actions to protect a virtual city from imminent flooding. The key to choosing the best response\nstrategy is the ability to compare different regions of the parameter space while retaining an understanding of what is happening\ninside the data-flow system.", "authors_et_al": false, "substitute": null, "main_image": { "description": null, "filetitle": "Image", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 2126, "image_height": 1673, "name": "Groeller_2011_NR-Image.png", "type": "image/png", "size": 514334, "path": "Publication:Groeller_2011_NR", "url": "https://www.cg.tuwien.ac.at/research/publications/2011/Groeller_2011_NR/Groeller_2011_NR-Image.png", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2011/Groeller_2011_NR/Groeller_2011_NR-Image:thumb{{size}}.png" }, "sync_repositum_override": null, "authors": [ { "id": 798, "drupal_id": 714, "orcid_id": null, "website": "https://www.cg.tuwien.ac.at/staff/JürgenWaser", "firstname": "Jürgen", 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", "abstract": "Data and information created by various processes (e.g., simulations) is getting larger, and more and more complex. We use interactive visualization and analysis techniques to facilitate exploration of complex parameter spaces (e.g., to analyze and compare parameters for automotive engineering, reconstruction algorithms, or geometry generators) or unstructured information collections (e.g., annotated digital documents or image collections). Our research focus lies on novel visual encodings and interaction techniques to explore a large amount of abstract data, often in combination with analytical reasoning.
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"furmanova_2020", "Gadllah_Hani_2016", "Gall2020", "Ganuza_ML_2015_ISA", "georgiev-2019-cbg", "geyer_lukas_2015_prj", "geymayer-2017-std", "Groeller_2011_CW", "Groeller_2011_NR", "Groeller_2014_RWA", "Groeller_2016_P1", "Groeller_2016_P2", "Groeller_2016_P4", "Groeller_2016_P6", "Groeller_2021-10", "Groeller_V2_2020", "Groeller_V3_2020", "Groeller_V5_2020", "grossmann-2021-layout", "grossmann-2022-conceptSplatters", "gundacker-2020-wlm", "gusenbauer-2018", "gusenbauer-2018-P", "Heim_2021", "heim-gall-2020-dde", "Heinzl2021", "hromniak-2019-vcn", "Iijima-2020-iV", "indirectBiasLanguageModels-2023", "karnik-09-shapegrammar", "Kehrer-2010-mom", "kehrer-2012-mod", "kehrer-2013-SBC", "Kehrer-2013-STAR", "klaffenboeck-thesis", "Klein_Tobias_2015TIV", "klein-2016-WCL", "koeppel-2021", "Kolter_2021", "Konyha_2013_IVA", "korpitsch-2021-lov", "Kuroko-2020-iV", "Laschober-2018", "li-2019-gdc", "lippeck-2022-mna", "louis-alexandre_dit_petit-frere-2022-veo", "magg2022", "mahler-2021-mdar", "martorell2022", "maruyama-2019-iv", "Matkovic_Kresimir_2015_", "Matkovic-2014-ieee", "mayr-2021-wec", "mazurek-2017-sio", "mazurek-2017-vows", "mazurek-2018-vac", "mazurek-2018-veq", "medeiros-2023-gwf", "Miao_2015_VCBM", "miao_2016_cgf", "Miao_Haichao_2015_VQC", "miao2018Dimsum", "mizuno-2019-eurovis", "Muehlbacher_diss_2018", "musleh_maath_2021_mam", "musleh_maath-2021-mam1", "musleh_maath-2021-mam2", "musleh-2022-mam5", "Neubauer2020", "Nowak_2021", "ortner-2016-tunnel", "ortner-2016-visaware", "PH-2011-LDS", "Pilizar_-2020-bachelor", "pirch_2021_VRN", "pointner_simon-2020", "polatsek-2018-stv", "Presch_2020", "Priselac2021", "Purchase-2020-gd", "Purgathofer-2017-China1", "Purgathofer-2017-China2", "Purgathofer-2017-VC-Interface", "raidou_2019_pelvisrunner", "raidou_2019_preha", "raidou_2019_springer", "raidou_bestphd", "raidou_EuroVis15", "raidou_eurovis16", "raidou_miccai16", "raidou_pingu2020", "raidou_previs2021", "raidou_vcbm14", "raidou_vis14", "raidou_vis15", "raidou_visgap2020", "raidou2019_prsps", "Ribicic_2012_VAS", "Rippberger_2019", "sakr_sherif-2020-cacm", "samoul-2019-cnp", "sbardellati-2021-eveos", "schmidt-phd", "sietzen-2019-wnn", "sietzen-2021-perturber", "sietzen-2022-vacnnr", "sietzen-ifv-2019", "sikachev_peter-2011-protovis", "smiech-2018-tei", "sMolBoxes_2022", "Sorger_2013_nMI", "sorger-2013-neuromap", "sorger-2015-litevis", "sorger-2015-taxintec", "sorger-2017-thesis", "sorger-2019-odn", "sorger-2021-egonet", "spegel-gruenberger-2020", "steinboeck-2017-vbn", "steinboeck-2017-vefp", "steinboeck-2018-lbg", "STEINLECHNER-2019-ICT", "steinschorn-2020-parameter", "stoff-concepMap-2021", "stritzel2022", "Strohmayer-2018-BT", "takahashi-2019-acdt", "Thomas-2018", "TR1862162", "Troidl_2019", "turner-aso", "unger-2019_vcp", "vad_viktor-2017-WVE", "vaico", "Vasileva-2018", "vasileva-2019-smw", "Wagner_032017", "wagner-2024-par", "waldin-2019-ccm", "waldner-2013-facetCloudsGI", "waldner-2013-ubiWM", "waldner-2014-ghi", "waldner-2017-vph", "waldner-2019-rld", "waldner-2020-tbg", "waldner-2021-leo", "waser_2011_VSD", "webGPU_aggregateVis-2023", "wolf-2023-cc", "wu-2017-dagstuhl", "wu-2018-JVLC", "wu-2018-metabo", "wu-2018-shonan", "wu-2018-story", "wu-2019-bmc", "wu-2019-report", "wu-2019-smw", "wu-2019-smwp", "wu-2019-vcbm", "wu-2019-visworkshop", "wu-2020-eurovis-star", "wu-2020-tvcg", "ymca", "YOGHOURDJIAN2019" ], "projects": [ "BioNetIllustration", "d9282", "d9522", "deskollage", "Scenario Pool" ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=ResearchArea&id=InfoVis", "__class": "ResearchArea" } ], "keywords": [], "weblinks": [ { "href": "http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6064950", "caption": null, "description": null, "main_file": 0 } ], "files": [ { "description": null, "filetitle": "Image", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 2126, "image_height": 1673, "name": "Groeller_2011_NR-Image.png", "type": "image/png", "size": 514334, "path": "Publication:Groeller_2011_NR", "url": "https://www.cg.tuwien.ac.at/research/publications/2011/Groeller_2011_NR/Groeller_2011_NR-Image.png", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2011/Groeller_2011_NR/Groeller_2011_NR-Image:thumb{{size}}.png" }, { "description": null, "filetitle": "Paper", "main_file": true, "use_in_gallery": false, "access": "public", "name": "Groeller_2011_NR-Paper.pdf", "type": "application/pdf", "size": 1829746, "path": "Publication:Groeller_2011_NR", "url": "https://www.cg.tuwien.ac.at/research/publications/2011/Groeller_2011_NR/Groeller_2011_NR-Paper.pdf", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2011/Groeller_2011_NR/Groeller_2011_NR-Paper:thumb{{size}}.png" } ], "projects_workgroups": [ { "id": "ViMaL", "workgroup_id": "vis", "drupal_id": 4222, "name": "ViMaL: A Visualization Mapping Language", "name_de": null, "website": null, "status": "active", "short_abstract": "Visualization is the discipline dealing with the depiction of data. The assignment of visual abstractions to data abstractions is referred to as the visualization mapping. \nExpressive visualization mappings proofed in many cases to be more effective than the examination of raw data (i.e., large tables of numbers). Although visualization mapping is a crucial step in the visualization pipeline surprisingly few general approaches exist.\nWe propose to develop the Visualization Mapping Language (ViMaL) that is capable of describing expressive visualization mappings and provides user interfaces suitable for non-experts in visualization. \nViMaL will be a language that is used to specify visualization pipelines. We will provide language concepts for the specification of data abstraction processes, visual concretization processes and the required visualization mapping. With this approach the semantics of a specific domain are modeled by the domain experts while the semantics of the visualization domain are modeled by the visualization expert. The visualization mapping is described using domain semantics as well as visualization semantics. Unlike other general purpose visualization systems, ViMaL systems explicitly use the semantics of the visualization mapping process. It incorporates information and knowledge assisted methods in the visualization mapping pipeline.\nIn the scope of this project we will define a novel Visualization Mapping Language and implement a toolbox that aids researchers from other areas to integrate the ViMaL concepts into their systems. The toolbox will provide basic ViMaL document setup and parsing as well as components for each step in the visualization pipeline. We will make use of fuzzy logic in our components for the abstraction of data, for the visual concretization, and for the visualization mapping. \nWe believe that the formalization of the visualization pipeline that is achieved with the visualization mapping language will enable many researchers from other domains to benefit from existing visualization methods. Further, the introduction of domain and visualization semantics for the specification of visualization mappings enables meta-visualization approaches that provide insight into the visualization process itself. Laypersons will benefit from such meta-visualization systems that are able to illustrate the involved components.", "abstract": "Visualization is the discipline dealing with the depiction of data. The assignment of visual abstractions to data abstractions is referred to as the visualization mapping. \nExpressive visualization mappings proofed in many cases to be more effective than the examination of raw data (i.e., large tables of numbers). Although visualization mapping is a crucial step in the visualization pipeline surprisingly few general approaches exist.\nWe propose to develop the Visualization Mapping Language (ViMaL) that is capable of describing expressive visualization mappings and provides user interfaces suitable for non-experts in visualization. \nViMaL will be a language that is used to specify visualization pipelines. We will provide language concepts for the specification of data abstraction processes, visual concretization processes and the required visualization mapping. With this approach the semantics of a specific domain are modeled by the domain experts while the semantics of the visualization domain are modeled by the visualization expert. The visualization mapping is described using domain semantics as well as visualization semantics. Unlike other general purpose visualization systems, ViMaL systems explicitly use the semantics of the visualization mapping process. It incorporates information and knowledge assisted methods in the visualization mapping pipeline.\nIn the scope of this project we will define a novel Visualization Mapping Language and implement a toolbox that aids researchers from other areas to integrate the ViMaL concepts into their systems. The toolbox will provide basic ViMaL document setup and parsing as well as components for each step in the visualization pipeline. We will make use of fuzzy logic in our components for the abstraction of data, for the visual concretization, and for the visualization mapping. \nWe believe that the formalization of the visualization pipeline that is achieved with the visualization mapping language will enable many researchers from other domains to benefit from existing visualization methods. Further, the introduction of domain and visualization semantics for the specification of visualization mappings enables meta-visualization approaches that provide insight into the visualization process itself. Laypersons will benefit from such meta-visualization systems that are able to illustrate the involved components.", "start_date": "2010-01-01", "end_date": "2014-12-31", "leader_id": 166, "logo": { "name": "logo.png", "path": "project:ViMaL", "type": "image/png", "size": 51461, "orig_name": "logo.png", "thumb_url": "https://www.cg.tuwien.ac.at/research/projects/ViMaL/logo:thumb{{size}}.png", "thumb_image_sizes": [ 120, 300 ] }, "funding_organisations": [ { "id": "fwf", "contract_number": "P 21695-N23", "comment": null } ], "research_areas": [], "publications": [ "beham-2014-cupid", "Birkeland-2012-IMC", "borgo-2013-gly", "bruckner-2010-HVC", "Csebfalvi-2012-IOM", "Groeller_2011_NR", "Herghelegiu-2012-BPV", "kehrer-2013-IVA", "kehrer-2013-SBC", "Kehrer-2014-CSD", "Labschuetz_Matthias_2016_JIT", "Labschuetz_Matthias_2016_JITT", "mindek_peter-2014-cs_kaust", "mindek-2013-cs_cvut", "mindek-2013-csl", "mindek-2013-pel", "mindek-2014-mcs", "mindek-2014-vivi_cvut", "mindek-2015-mctalk", "mindek-thesis", "oeltze-2013-tut", "Peter_2012_AIV", "rautek2010", "Ropinski-2012-UBT", "schmidt-phd", "sikachev_peter_2010_STLCI", "sikachev_peter-2011-dfc", "sikachev_peter-2011-incshad", "sikachev_peter-2011-metavis", "sikachev_peter-2011-protovis", "sikachev-2010-DFC", "sikachev-2010-ill_vis_vol_ren", "Soros_AVN_2011", "vaico", "ymca" ], "url": "https://www.cg.tuwien.ac.at/research/projects/ViMaL", "__class": "Project" } ], "url": "https://www.cg.tuwien.ac.at/research/publications/2011/Groeller_2011_NR/", "__class": "Publication" }, { "id": "Waser-2010-WL", "type_id": "journalpaper_notalk", "tu_id": null, "repositum_id": null, "title": "World Lines", "date": "2010-11", "abstract": "In this paper we present World Lines as a novel interactive visualization that provides complete control over multiple\r\nheterogeneous simulation runs. In many application areas, decisions can only be made by exploring alternative scenarios. The goal\r\nof the suggested approach is to support users in this decision making process. In this setting, the data domain is extended to a set of\r\nalternative worlds where only one outcome will actually happen. World Lines integrates simulation, visualization and computational\r\nsteering into a single unified system that is capable of dealing with the extended solution space. World Lines represents simulation\r\nruns as causally connected tracks that share a common time axis. This setup enables users to interfere and add new information\r\nquickly. A World Line is introduced as a visual combination of user events and their effects in order to present a possible future. To\r\nquickly find the most attractive outcome, we suggest World Lines as the governing component in a system of multiple linked views\r\nand a simulation component. World Lines employs linking and brushing to enable comparative visual analysis of multiple simulations\r\nin linked views. Analysis results can be mapped to various visual variables that World Lines provides in order to highlight the most\r\ncompelling solutions. To demonstrate this technique we present a flooding scenario and show the usefulness of the integrated\r\napproach to support informed decision making.", "authors_et_al": false, "substitute": null, "main_image": { "description": "", "filetitle": "Image", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 814, "image_height": 601, "name": "Waser-2010-WL-Image.jpg", "type": "image/jpeg", "size": 43610, "path": "Publication:Waser-2010-WL", "url": "https://www.cg.tuwien.ac.at/research/publications/2010/Waser-2010-WL/Waser-2010-WL-Image.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2010/Waser-2010-WL/Waser-2010-WL-Image:thumb{{size}}.png" }, "sync_repositum_override": null, "authors": [ { "id": 798, "drupal_id": 714, "orcid_id": null, "website": "https://www.cg.tuwien.ac.at/staff/JürgenWaser", "firstname": "Jürgen", "lastname": "Waser", "searchname": "Jürgen Waser", "is_teacher": false, "name": "Jürgen Waser", "publications": [ "Cornel_Daniel_2015_VOC", "CORNEL-2019-IVF", "cornel-2022-wih", "Cornel2016CFM", "fuchs_vhml", "Groeller_2011_NR", "Groeller_2014_RWA", "Konev-FCV2018", "kroesl-2019-MoD", "Ribicic_2012_SUS", "Ribicic_2012_VAS", "waser_2011_VSD", "Waser-2010-WL" ], "publications_first": [], "project_leader": [ "Scenario Pool" ], "publication_field": [ { "publ_id": "Groeller_2011_NR", "field_id": "lecturer", "ordernum": 0 }, { "publ_id": "Gurbat_2011_SBS", "field_id": "supervisor", "ordernum": 1 }, { "publ_id": "Matusich-2017-01", "field_id": "supervisor", "ordernum": 1 }, { "publ_id": "Ribicic-2010-CRS", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "Waser-2010-WL", "field_id": "lecturer", "ordernum": 0 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=798", "__class": "Author" }, { "id": 672, "drupal_id": 250, "orcid_id": null, "website": "http://graphics.ethz.ch/~rafuchs", "firstname": "Raphael", "lastname": "Fuchs", "searchname": "Raphael Fuchs", "is_teacher": false, "name": "Raphael Fuchs", "publications": [ "fuchs_raphael_2007_par", "fuchs_vhml", "fuchs-2008-del", "fuchs-2009-ncp", "fuchs-pcs-2009", "fuchs-vom-2009", "fuchs-vortex", "Groeller_2011_NR", "Ribicic_2012_VAS", "Waser-2010-WL" ], "publications_first": [], "project_leader": [], "publication_field": [ { "publ_id": "ammer-2008-lst", "field_id": "supervisor", "ordernum": 1 }, { "publ_id": "buerger-2007-star", "field_id": "lecturer", "ordernum": 0 }, { "publ_id": "fuchs_vhml", "field_id": "lecturer", "ordernum": 0 }, { "publ_id": "monitzer_2008_FluSi", "field_id": "supervisor", "ordernum": 1 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=672", "__class": "Author" }, { "id": 889, "drupal_id": null, "orcid_id": null, "website": null, "firstname": "Hrvoje", "lastname": "Ribičić", "searchname": "Hrvoje Ribičić", "is_teacher": false, "name": "Hrvoje Ribičić", "publications": [ "Groeller_2011_NR", "Ribicic_2012_SUS", "Ribicic_2012_VAS", "Ribicic-2010-CRS", "Waser-2010-WL" ], "publications_first": [], "project_leader": [], "publication_field": [], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=889", "__class": "Author" }, { "id": 829, "drupal_id": null, "orcid_id": null, "website": null, "firstname": "Benjamin", "lastname": "Schindler", "searchname": "Benjamin Schindler", "is_teacher": false, "name": "Benjamin Schindler", "publications": [ "fuchs-pcs-2009", "Groeller_2011_NR", "Waser-2010-WL" ], "publications_first": [], "project_leader": [], "publication_field": [ { "publ_id": "fuchs-pcs-2009", "field_id": "lecturer", "ordernum": 0 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=829", "__class": "Author" }, { "id": 1330, "drupal_id": null, "orcid_id": null, "website": null, "firstname": "Günter", "lastname": "Blöschl", "searchname": "Günter Blöschl", "is_teacher": false, "name": "Günter Blöschl", "publications": [ "Groeller_2011_NR", "Ribicic_2012_VAS", "Waser-2010-WL" ], "publications_first": [], "project_leader": [], "publication_field": [ { "publ_id": "waser_2011_VSD", "field_id": "reviewer_2", "ordernum": 0 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=1330", "__class": "Author" }, { "id": 166, "drupal_id": 111, "orcid_id": "0000-0002-8569-4149", "website": "https://www.cg.tuwien.ac.at/staff/EduardGröller", "firstname": "Eduard", "lastname": "Gröller", "searchname": "Eduard Gröller", "is_teacher": true, "name": "Eduard Gröller", "publications": [ "a-2001-ah", "a-2001-ahr", "a-2001-Rec", "Acquisto-1995-DCR", "alacruzECR2004", "Alharbi_2021", "Alsallakh_2012_RCW", "amirkhanov_2012", "amirkhanov_2012heur", "amirkhanov_2013_AMA", "amirkhanov-2011", "amirkhanov-2014-ama", "amirkhanov-2017-cffet", "amirkhanov-2018-withteeth", "amirkhanov-2019-manylands", "amirkhanov2010AMA", "amirkhanov2020visual", "Antonini2020", "Artner-2004-Hig", "Artner-2005-Hig", "Auzinger_Mistelbauer_2013_CSR", "balabanian-2007-ant", "balabanian-2008-hvv", "balabanian-2008-tst", "Balabanian-2010-IIV", "Balabanian-2010-PSDSV", "Bartroli-2002-Pro", "Bartroli-2003-Geo", "Bartroli-2003-Non", "beham-2014-cupid", "Berger_2011_UAE", "Berger-1998-Col", "Berger-2000-Col", "Bruckner_Stefan_2015_VAS", "Bruckner-2003-The", "bruckner-2005-ICV", "bruckner-2005-vid", "bruckner-2005-VIS", "bruckner-2006-EVV", "bruckner-2006-ICE", "bruckner-2007-EDF", "bruckner-2007-STF", "bruckner-2008-IVV", "bruckner-2009-BVQ", "bruckner-2009-IVV", "bruckner-2010-HVC", "bruckner-2010-IFC", "burns-2007-fea", "Carata_2011_IVE", "Castro-1998-TFS", "Cornel_Daniel_2015_VOC", "cornel-2022-wih", "coto-2005-MAC", "Csebfalvi-1999-Fast", "Csebfalvi-1999-MIP", "Csebfalvi-2000-Fas", "Csebfalvi-2000-GELR", "Csebfalvi-2000-Gra", "Csebfalvi-2000-IVRBM", "Csebfalvi-2001-Fas", "Csebfalvi-2001-Int", "Csebfalvi-2001-NPVR", "Csebfalvi-2002-FPVF", "Csebfalvi-2002-SBICG", 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Existing solutions lack a number of important features needed for a feasible support system. Very important is the usability of the simulation tools by non-experts in real-time without special fluid simulation expertise. More research is thus needed which fully exploits modern visualization, steering and simulation technologies. Especially, with the capabilities of graphics hardware clusters, everybody will have access to affordable supercomputing power on their desktop. Until now, little work has been done to use this power for interactive simulation for knowledge generation. In this proposal we suggest a novel, integrated system that operates in real-time and provides effective feedback via an intuitive web-based interface. The proposed technique enables users to interact with a remote simulation system based on their understanding and to examine alternative scenarios in a short period of time. Among the application areas of the suggested system we consider the industrial design of components where rapid prototyping is required. Using a less accurate but fast and intuitive system will help to evaluate whether a certain concept is promising during the design phase. Another important application will be the assistance in emergency situations that are caused by natural disasters such as floods, where safety and damage limitation depend on fast decisions. Our vision is that, even under time-critical circumstances, emergency personel on-site will be able to analyze the imminent situation quickly to finally choose the best response strategy. Consider a flooding situtation, where helpers are trying to prevent danage by arranging flow barriers in different locations. Using a mobile device like a hand-held tablet pc, the helpers are capable to quickly setup and perform a simulation. Interactive 3d renderings and 2d sketches of the local area illustrate the simulation outcome and show the flooding risks. Assuming that later, the weather conditions change unexpectedly, quick responses are necessary. By means of intuitive drawing with a control pen, users rearrange the barriers and start an additional simulation. In such an interactive cycle, helpers are able to quickly optimize the arrangement of the barriers.\nTo realize our vision we plan the integration and extension of methods from multivariate visualization, computational steering and physical simulation. This combination evolves into a new paradigm we call semantic steering: Users will be able to steer simulations based on their knowledge and understanding. We suggest to move from a direct manipulation of numbers towards interaction with advanced visual controls. No more complicated rethinking, users simply sketch their ideas. Visual analytics will be crucial for the success of the project. Visualization is a natural way to get insight into the complex simulation outcome and to understand the relevance of decisions made. Novel techniques are required as users will be confronted with a whole range of simulation runs. To develop and show the feasibilty of our concepts we will incorporate existing simulation solutions that are implemented on graphics hardware and provide a good tradeoff between accuracy and speed. New data structures and algorithms for scalable visualization, interaction, analytics and data-handling are necessary and we have compiled a team of senior and junior scientists with experience in both scientific research and industrial applications to solve the involved questions.", "start_date": "2010-06-01", "end_date": "2013-05-31", "leader_id": 166, "logo": null, "funding_organisations": [ { "id": "fwf", "contract_number": "P 22542-N23", "comment": null } ], "research_areas": [], "publications": [ "Ribicic-2010-CRS", "Waser-2010-WL" ], "url": "https://www.cg.tuwien.ac.at/research/projects/Semantic Steering", "__class": "Project" } ], "url": "https://www.cg.tuwien.ac.at/research/publications/2010/Waser-2010-WL/", "__class": "Publication" }, { "id": "fuchs_vhml", "type_id": "journalpaper", "tu_id": null, "repositum_id": null, "title": "Visual Human+Machine Learning", "date": "2009-10", "abstract": "In this paper we describe a novel method to integrate interactive visual analysis and machine learning to support the insight generation of the user. The suggested approach combines the vast search and processing power of the computer with the superior reasoning and pattern recognition capabilities of the human user. An evolutionary search algorithm has been adapted to assist in the fuzzy logic formalization of hypotheses that aim at explaining features inside multivariate, volumetric data. Up to now, users solely rely on their knowledge and expertise when looking for explanatory theories. However, it often remains unclear whether the selected attribute ranges represent the real explanation for the feature of interest. Other selections hidden in the large number of data variables could potentially lead to similar features. Moreover, as simulation complexity grows, users are confronted with huge multidimensional data sets making it almost impossible to find meaningful hypotheses at all. We propose an interactive cycle of knowledge-based analysis and automatic hypothesis generation. Starting from initial hypotheses, created with linking and brushing, the user steers a heuristic search algorithm to look for alternative or related hypotheses. The results are analyzed in information visualization views that are linked to the volume rendering. Individual properties as well as global aggregates are visually presented to provide insight into the most relevant aspects of the generated hypotheses. This novel approach becomes computationally feasible due to a GPU implementation of the time-critical parts in the algorithm. A thorough evaluation of search times and noise sensitivity as well as a case study on data from the automotive domain substantiate the usefulness of the suggested approach.", "authors_et_al": false, "substitute": null, "main_image": { "description": "Human + Machine", "filetitle": "Teaser", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 540, "image_height": 560, "name": "fuchs_vhml-Teaser.jpg", "type": "image/jpeg", "size": 38977, "path": "Publication:fuchs_vhml", "url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Teaser.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Teaser:thumb{{size}}.png" }, "sync_repositum_override": null, "authors": [ { "id": 672, "drupal_id": 250, "orcid_id": null, "website": "http://graphics.ethz.ch/~rafuchs", "firstname": "Raphael", "lastname": "Fuchs", "searchname": "Raphael Fuchs", 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"description": "Curse of dimensionality for IVA. In the space of all possible hypotheses it is not clear if the current one is the only candidate. This is a common problem engineers encounter when they use standard IVA methods (linking and brushing) for making sense of multidimensional simulation results. Secondly, searching for a hypothesis to explain a given spatial feature can be almost impossible for the user.", "filetitle": "Image2", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 800, "image_height": 576, "name": "fuchs_vhml-Image2.jpg", "type": "image/jpeg", "size": 95086, "path": "Publication:fuchs_vhml", "url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Image2.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Image2:thumb{{size}}.png" }, { "description": "We propose the extension of human learning with machine learning, comprising a genetic algorithm that efficiently searches for the best hypotheses available.", "filetitle": "Image3", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 800, "image_height": 551, "name": "fuchs_vhml-Image3.jpg", "type": "image/jpeg", "size": 60474, "path": "Publication:fuchs_vhml", "url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Image3.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Image3:thumb{{size}}.png" }, { "description": "Interaction example. (1) The user has the idea that attributes $a_8$ and $a_9$ describe a feature of interest. The resulting feature is shown in a rendering to the right. (2) The user runs the machine learning algorithm to search for hypotheses. The best resulting hypothesis has 65\\% fitness. The coloring (dark green) shows that attributes $a_0$ and $a_1$ are important in the entire population. (3) The user deactivates genes on other attributes and the fitness increases. (4) Via interactive visual analysis, the user improves the hypothesis. It is still unclear whether there are alternative hypotheses. (5) A larger search has found an alternative hypothesis. (6) The alternative explanation consists of two clauses combined by conjunction (AND). If one of the two clauses is missing, the feature vanishes. (7) The first clause contains the disjunction (OR) of multiple selections. Attributes $a_2$, $a_3$ select the shape \"Vis\" only. (8) Automatic local optimization via hill climbing finds the optimal selections.", "filetitle": "Image4", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 1641, "image_height": 622, "name": "fuchs_vhml-Image4.jpg", "type": "image/jpeg", "size": 149274, "path": "Publication:fuchs_vhml", "url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Image4.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Image4:thumb{{size}}.png" }, { "description": "Fuzzy logic hypotheses. The hypothesis is visualized as a stack of filter layers (clauses) with partially-transparent regions (fuzzy selections). The overlapping layers have a selective filter effect on the data items (spheres) above. While fully selected in the beginning (red), some of the spheres are being re-colored when falling through the stack. Less selected items receive higher desaturation, becoming grey if deselected.", "filetitle": "Image5", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 977, "image_height": 766, "name": "fuchs_vhml-Image5.jpg", "type": "image/jpeg", "size": 79139, "path": "Publication:fuchs_vhml", "url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Image5.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Image5:thumb{{size}}.png" }, { "description": "Local ranking. For evaluating the rank of a hypothesis (grey number on the podiums), the current hypothesis (blue) is competing with its nearest neighbors in resemblance space. The higher its feature similarity (higher podium), the higher its rank. The individuality is then computed as the resemblance to the users hypothesis (brown), weighted with respect to the evaluated rank.", "filetitle": "Image6", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 800, "image_height": 416, "name": "fuchs_vhml-Image6.jpg", "type": "image/jpeg", "size": 26249, "path": "Publication:fuchs_vhml", "url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Image6.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Image6:thumb{{size}}.png" }, { "description": "Performance analysis: The search algorithm has been tested on synthetic data at different noise levels. The left graph shows the number of generations needed until a feature similarity of 0.8 has been reached. The right plot shows the related timing results.", "filetitle": "Image7", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 536, "image_height": 197, "name": "fuchs_vhml-Image7.jpg", "type": "image/jpeg", "size": 16106, "path": "Publication:fuchs_vhml", "url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Image7.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Image7:thumb{{size}}.png" }, { "description": "Case study story: The engineer knows that there are critical temperatures inside the data set. An initial search shows that density and temperature are highly related since vaporized coolant has low density. The user adjusts his hypothesis to *hot AND vapor* and starts a larger search, but there is no single best solution. He analyzes the attribute ranges with the highest fitness and finds multiple hypotheses which can explain the hot temperatures at different locations in the data set. A: where pressure is high, the vapor could be compressed too much. B: where recirculation areas appear, the fluid transport could be hindered. C: vortex regions could trap hot fluid inside.", "filetitle": "Image8", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 1200, "image_height": 586, "name": "fuchs_vhml-Image8.jpg", "type": "image/jpeg", "size": 164250, "path": "Publication:fuchs_vhml", "url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Image8.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Image8:thumb{{size}}.png" }, { "description": "Feature comparison: (top) Temperature distribution in a plane. (A-C) Selected areas correspond to the findings in Figure 8. We can see that the different variables explain different but partially overlapping subsets of the fluid.", "filetitle": "Image9", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 800, "image_height": 555, "name": "fuchs_vhml-Image9.jpg", "type": "image/jpeg", "size": 71917, "path": "Publication:fuchs_vhml", "url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Image9.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Image9:thumb{{size}}.png" }, { "description": "", "filetitle": "Paper", "main_file": true, "use_in_gallery": false, "access": "public", "name": "fuchs_vhml-Paper.pdf", "type": "application/pdf", "size": 37542863, "path": "Publication:fuchs_vhml", "url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Paper.pdf", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Paper:thumb{{size}}.png" }, { "description": "Human + Machine", "filetitle": "Teaser", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 540, "image_height": 560, "name": "fuchs_vhml-Teaser.jpg", "type": "image/jpeg", "size": 38977, "path": "Publication:fuchs_vhml", "url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Teaser.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs_vhml/fuchs_vhml-Teaser:thumb{{size}}.png" } ], "projects_workgroups": [ { "id": "vis", "drupal_id": 1354, "name": "Visualization Group", "website": "https://www.cg.tuwien.ac.at/group/Visualization-Group", "projects": [ "ADAPT", "AngioVis", "Animated Cell Tab development", "AutARG", "avr", "BioNetIllustration", "COMRADE", "d4328", "d4335", "d4534", "d9275", "d9282", "d9522", "d9555", "deskollage", 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Enhancing\r\nthe capabilities of standard systems we provide tools to edit the VOI by defining a not necessarily\r\nconvex polyhedral bounding object.We suggest to use low-level editing interactions for moving, inserting\r\nand deleting vertices, edges and faces of the polyhedron. The low-level operations can be used as\r\nbuilding blocks for more complex higher order operations fitting the application demands. Flexible initialization\r\nallows the user to select within a few clicks convex VOI that in the classical clipping plane\r\nmodel need the specification of a large number of cutting planes. In our model it is similarly simple to\r\nselect non-convex VOI. Boolean combinations allowto select non-connected VOI of arbitrary complexity.\r\nThe polyhedral VOI selection technique enables the user to define VOI with complex boundary structure\r\ninteractively, in an easy to comprehend and predictable manner.", "authors_et_al": false, "substitute": null, "main_image": { "description": "", "filetitle": "image", "main_file": true, "use_in_gallery": false, "access": "public", "image_width": 867, "image_height": 197, "name": "fuchs-2009-ncp-image.jpg", "type": "image/jpeg", "size": 32676, "path": "Publication:fuchs-2009-ncp", "url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs-2009-ncp/fuchs-2009-ncp-image.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs-2009-ncp/fuchs-2009-ncp-image:thumb{{size}}.png" }, "sync_repositum_override": null, "authors": [ { "id": 672, "drupal_id": 250, "orcid_id": null, "website": "http://graphics.ethz.ch/~rafuchs", "firstname": "Raphael", "lastname": "Fuchs", "searchname": "Raphael Fuchs", "is_teacher": false, "name": "Raphael Fuchs", "publications": [ "fuchs_raphael_2007_par", "fuchs_vhml", "fuchs-2008-del", "fuchs-2009-ncp", "fuchs-pcs-2009", "fuchs-vom-2009", "fuchs-vortex", "Groeller_2011_NR", "Ribicic_2012_VAS", "Waser-2010-WL" ], "publications_first": [], "project_leader": [], "publication_field": [ { "publ_id": "ammer-2008-lst", "field_id": "supervisor", "ordernum": 1 }, { "publ_id": "buerger-2007-star", "field_id": "lecturer", "ordernum": 0 }, { "publ_id": "fuchs_vhml", "field_id": "lecturer", "ordernum": 0 }, { "publ_id": "monitzer_2008_FluSi", "field_id": "supervisor", "ordernum": 1 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=672", "__class": "Author" }, { "id": 827, "drupal_id": null, "orcid_id": null, "website": null, "firstname": "Volkmar", "lastname": "Welker", "searchname": "Volkmar Welker", "is_teacher": false, "name": "Volkmar Welker", "publications": [ "fuchs-2009-ncp" ], "publications_first": [], "project_leader": [], "publication_field": [ { "publ_id": "buerger_raphael_2006_3dpoly", "field_id": "supervisor", "ordernum": 0 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=827", "__class": "Author" }, { "id": 828, "drupal_id": null, "orcid_id": null, "website": null, "firstname": "Joachim", "lastname": "Hornegger", "searchname": "Joachim Hornegger", "is_teacher": false, "name": "Joachim Hornegger", "publications": [ "fuchs-2009-ncp" ], "publications_first": [], "project_leader": [], "publication_field": [], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=828", "__class": "Author" } ], "issn": "0895-6111", "journal": "Journal of Computerized Medical Imaging and Graphics", "number": "2", "pages_from": "105", "pages_to": "113", "volume": "34", "research_areas": [], "keywords": [], "weblinks": [], "files": [ { "description": "", "filetitle": "image", "main_file": true, "use_in_gallery": false, "access": "public", "image_width": 867, "image_height": 197, "name": "fuchs-2009-ncp-image.jpg", "type": "image/jpeg", "size": 32676, "path": "Publication:fuchs-2009-ncp", "url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs-2009-ncp/fuchs-2009-ncp-image.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs-2009-ncp/fuchs-2009-ncp-image:thumb{{size}}.png" }, { "description": "", "filetitle": "paper", "main_file": true, "use_in_gallery": false, "access": "public", "name": "fuchs-2009-ncp-paper.pdf", "type": "application/pdf", "size": 1472490, "path": "Publication:fuchs-2009-ncp", "url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs-2009-ncp/fuchs-2009-ncp-paper.pdf", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs-2009-ncp/fuchs-2009-ncp-paper:thumb{{size}}.png" } ], "projects_workgroups": [], "url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs-2009-ncp/", "__class": "Publication" }, { "id": "fuchs-vom-2009", "type_id": "journalpaper_notalk", "tu_id": null, "repositum_id": null, "title": "Visualization of Multi-variate Scientific Data", "date": "2009", "abstract": "In this state-of-the-art report we discuss relevant research works related to the visualization of complex, multivariate\r\ndata. We discuss how different techniques take effect at specific stages of the visualization pipeline and\r\nhow they apply to multi-variate data sets being composed of scalars, vectors and tensors. We also provide\r\na categorization of these techniques with the aim for a better overview of related approaches. Based on this\r\nclassification we highlight combinable and hybrid approaches and focus on techniques that potentially lead\r\ntowards new directions in visualization research. In the second part of this paper we take a look at recent\r\ntechniques that are useful for the visualization of complex data sets either because they are general purpose or\r\nbecause they can be adapted to specific problems.", "authors_et_al": false, "substitute": null, "main_image": { "description": "", "filetitle": "image", "main_file": true, "use_in_gallery": false, "access": "public", "image_width": 401, "image_height": 197, "name": "fuchs-vom-2009-image.jpg", "type": "image/jpeg", "size": 30964, "path": "Publication:fuchs-vom-2009", "url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs-vom-2009/fuchs-vom-2009-image.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs-vom-2009/fuchs-vom-2009-image:thumb{{size}}.png" }, "sync_repositum_override": null, "authors": [ { "id": 672, "drupal_id": 250, "orcid_id": null, "website": "http://graphics.ethz.ch/~rafuchs", "firstname": "Raphael", "lastname": "Fuchs", "searchname": "Raphael Fuchs", "is_teacher": false, "name": "Raphael Fuchs", "publications": [ "fuchs_raphael_2007_par", "fuchs_vhml", "fuchs-2008-del", "fuchs-2009-ncp", "fuchs-pcs-2009", "fuchs-vom-2009", "fuchs-vortex", "Groeller_2011_NR", "Ribicic_2012_VAS", "Waser-2010-WL" ], "publications_first": [], "project_leader": [], "publication_field": [ { "publ_id": "ammer-2008-lst", "field_id": "supervisor", "ordernum": 1 }, { "publ_id": "buerger-2007-star", "field_id": "lecturer", "ordernum": 0 }, { "publ_id": "fuchs_vhml", "field_id": "lecturer", "ordernum": 0 }, { "publ_id": "monitzer_2008_FluSi", "field_id": "supervisor", "ordernum": 1 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=672", "__class": "Author" }, { "id": 176, "drupal_id": 273, "orcid_id": "0000-0003-0395-3192", "website": "http://www.ii.uib.no/vis/team/hauser/", "firstname": "Helwig", "lastname": "Hauser", "searchname": "Helwig Hauser", "is_teacher": false, "name": "Helwig Hauser", "publications": [ "a-2001-ah", "balabanian-2008-hvv", "borgo-2013-gly", "Bruckner-2003-The", "Buerger-2007-cmv", "Buerger-2007-eurovis", "buerger-2007-star", "Csebfalvi-2001-Fas", "Csebfalvi-2001-NPVR", "daae-lampe-2010-dif", "Freiler-2008-Set", "fuchs_raphael_2007_par", "fuchs-vom-2009", "Groeller_2016_P2", "Hadwiger-2002-Fas", "Hadwiger-2003-MIP", "Hauser-1999-SSI", "Hauser-2000-Tho", "Hauser-2000-Two", "Hauser-2000-TwoX", "Hauser-2002-SSI", "Hauser-2003-Acc", "Hauser-thesis", "Kehrer-2008-hyp", "Kehrer-2010-mom", "kehrer-2011-vai", "Kehrer-2013-STAR", "Kolesar-Fractional-2016", "kolesar-ivan-2014-polymers", "konyha_2006_int", "Konyha_2007_SCV", "Konyha_2009_survey", "Konyha-2003-Int", "Ladstaedter-2010-exp", "lie-2009-cri", "matkovic_2009_flickr", "Matkovic-2002-Pro", "matkovic-2005-multi", "matkovic-2007-clv", "Matkovic-2008-ComVis", "Matkovic-2008-Steer", "Matkovic-2014-ieee", "Mattausch-2003-SIE", "Mattausch-2003-Str", "Mroz-1999-IHQ", "Mroz-2000-Int", "Muigg-2008-four", "oeltze-2013-tut", "patel-2009-kav", "piringer-2009-hds", "Shi_2007_PathLines", "shi-2007-pla", "Theussl-2000-MWI", "vad_viktor-2017-WVE", "Viola_Ivan_2013_GS", "Viola_Ivan_2013_HQ3", "Viola_Ivan_IIP", "WIMMER-2006-CES" ], "publications_first": [], "project_leader": [], "publication_field": [ { "publ_id": "doleisch-thesis", "field_id": "supervisor", "ordernum": 1 }, { "publ_id": "freiler-2008-ste", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "fuchs-vortex", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "Hadwiger-thesis", "field_id": "supervisor", "ordernum": 1 }, { "publ_id": "Kehrer-2007-Mas", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "Kehrer-2011-PhD", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "Konyha_2013_IVA", "field_id": "co_supervisor", "ordernum": 0 }, { "publ_id": "Konyha_2013_IVA", "field_id": "reviewer_2", "ordernum": 0 }, { "publ_id": "Laramee-2004-thesis", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "mantler-2007-rtv", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "miao_thesis_2019", "field_id": "reviewer_1", "ordernum": 0 }, { "publ_id": "Muehlbacher_diss_2018", "field_id": "reviewer_1", "ordernum": 0 }, { "publ_id": "oeltze-2013-tut", "field_id": "lecturer", "ordernum": 1 }, { "publ_id": "patel-2009-evr", "field_id": "supervisor", "ordernum": 1 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=176", "__class": "Author" } ], "issn": "0167-7055", "journal": "Computer Graphics Forum", "number": "6", "pages_from": "1670", "pages_to": "1690", "volume": "28", "research_areas": [], "keywords": [], "weblinks": [], "files": [ { "description": "", "filetitle": "image", "main_file": true, "use_in_gallery": false, "access": "public", "image_width": 401, "image_height": 197, "name": "fuchs-vom-2009-image.jpg", "type": "image/jpeg", "size": 30964, "path": "Publication:fuchs-vom-2009", "url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs-vom-2009/fuchs-vom-2009-image.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs-vom-2009/fuchs-vom-2009-image:thumb{{size}}.png" }, { "description": "", "filetitle": "paper", "main_file": true, "use_in_gallery": false, "access": "public", "name": "fuchs-vom-2009-paper.pdf", "type": "application/pdf", "size": 1454454, "path": "Publication:fuchs-vom-2009", "url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs-vom-2009/fuchs-vom-2009-paper.pdf", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs-vom-2009/fuchs-vom-2009-paper:thumb{{size}}.png" } ], "projects_workgroups": [], "url": "https://www.cg.tuwien.ac.at/research/publications/2009/fuchs-vom-2009/", "__class": "Publication" }, { "id": "fuchs-2008-del", "type_id": "inproceedings", "tu_id": null, "repositum_id": null, "title": "Delocalized Unsteady Vortex Region Detectors", "date": "2008-10", "abstract": "In this paper we discuss generalizations of instantaneous, local vortex criteria.\r\nWe incorporate information on spatial context and temporal development into the\r\ndetection process. The presented method is generic in so far that it can extend\r\nany given Eulerian criterion to take the Lagrangian approach into account. Furthermore,\r\nwe present a visual aid to understand and steer the feature extraction process.\r\nWe show that the delocalized detectors are able to distinguish between connected vortices\r\nand help understanding regions of multiple interacting vortex structures.\r\nThe delocalized detectors extract smoother structures and reduce noise in the vortex detection result.", "authors_et_al": false, "substitute": null, "main_image": { "description": "We compare the resulting features for the standard lambda2 and the delocalized lambda2 criterion.", "filetitle": "delocalized", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 1705, "image_height": 1405, "name": "fuchs-2008-del-delocalized.jpg", "type": "image/jpeg", "size": 327185, "path": "Publication:fuchs-2008-del", "url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs-2008-del/fuchs-2008-del-delocalized.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs-2008-del/fuchs-2008-del-delocalized:thumb{{size}}.png" }, "sync_repositum_override": null, "authors": [ { "id": 672, "drupal_id": 250, "orcid_id": null, "website": "http://graphics.ethz.ch/~rafuchs", "firstname": "Raphael", "lastname": "Fuchs", "searchname": "Raphael Fuchs", "is_teacher": false, "name": "Raphael Fuchs", "publications": [ "fuchs_raphael_2007_par", "fuchs_vhml", "fuchs-2008-del", "fuchs-2009-ncp", "fuchs-pcs-2009", "fuchs-vom-2009", "fuchs-vortex", "Groeller_2011_NR", "Ribicic_2012_VAS", "Waser-2010-WL" ], "publications_first": [], "project_leader": [], "publication_field": [ { "publ_id": "ammer-2008-lst", "field_id": "supervisor", "ordernum": 1 }, { "publ_id": "buerger-2007-star", "field_id": "lecturer", "ordernum": 0 }, { "publ_id": "fuchs_vhml", "field_id": "lecturer", "ordernum": 0 }, { "publ_id": "monitzer_2008_FluSi", "field_id": "supervisor", "ordernum": 1 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=672", "__class": "Author" }, { "id": 695, "drupal_id": null, "orcid_id": null, "website": "http://graphics.ethz.ch/~peikert/", "firstname": "Ronald", "lastname": "Peikert", "searchname": "Ronald Peikert", "is_teacher": false, "name": "Ronald Peikert", "publications": [ "fuchs_raphael_2007_par", "fuchs-2008-del", "fuchs-pcs-2009" ], "publications_first": [], "project_leader": [], "publication_field": [ { "publ_id": "fuchs-vortex", "field_id": "co_supervisor", "ordernum": 0 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=695", "__class": "Author" }, { "id": 696, "drupal_id": null, "orcid_id": null, "website": "http://graphics.ethz.ch/~sadlof/", "firstname": "Filip", "lastname": "Sadlo", "searchname": "Filip Sadlo", "is_teacher": false, "name": "Filip Sadlo", "publications": [ "fuchs_raphael_2007_par", "fuchs-2008-del" ], "publications_first": [], "project_leader": [], "publication_field": [ { "publ_id": "fuchs-2008-del", "field_id": "lecturer", "ordernum": 0 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=696", "__class": "Author" }, { "id": 734, "drupal_id": null, "orcid_id": null, "website": null, "firstname": "Bilal", "lastname": "Alsallakh", "searchname": "Bilal Alsallakh", "is_teacher": false, "name": "Bilal Alsallakh", "publications": [ "Alsallakh_2012_RCW", "alsallakh-2009-iva", "fuchs-2008-del", "Groeller_2011_CW" ], "publications_first": [], "project_leader": [], "publication_field": [ { "publ_id": "Groeller_2011_CW", "field_id": "lecturer", "ordernum": 0 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=734", "__class": "Author" }, { "id": 166, "drupal_id": 111, "orcid_id": "0000-0002-8569-4149", "website": "https://www.cg.tuwien.ac.at/staff/EduardGröller", "firstname": "Eduard", "lastname": "Gröller", "searchname": "Eduard Gröller", "is_teacher": true, "name": "Eduard Gröller", "publications": [ "a-2001-ah", "a-2001-ahr", "a-2001-Rec", "Acquisto-1995-DCR", "alacruzECR2004", "Alharbi_2021", "Alsallakh_2012_RCW", "amirkhanov_2012", "amirkhanov_2012heur", "amirkhanov_2013_AMA", "amirkhanov-2011", "amirkhanov-2014-ama", "amirkhanov-2017-cffet", "amirkhanov-2018-withteeth", "amirkhanov-2019-manylands", "amirkhanov2010AMA", "amirkhanov2020visual", "Antonini2020", "Artner-2004-Hig", "Artner-2005-Hig", "Auzinger_Mistelbauer_2013_CSR", "balabanian-2007-ant", "balabanian-2008-hvv", "balabanian-2008-tst", "Balabanian-2010-IIV", "Balabanian-2010-PSDSV", "Bartroli-2002-Pro", "Bartroli-2003-Geo", "Bartroli-2003-Non", "beham-2014-cupid", "Berger_2011_UAE", "Berger-1998-Col", "Berger-2000-Col", "Bruckner_Stefan_2015_VAS", "Bruckner-2003-The", "bruckner-2005-ICV", "bruckner-2005-vid", "bruckner-2005-VIS", "bruckner-2006-EVV", "bruckner-2006-ICE", "bruckner-2007-EDF", "bruckner-2007-STF", "bruckner-2008-IVV", "bruckner-2009-BVQ", "bruckner-2009-IVV", "bruckner-2010-HVC", "bruckner-2010-IFC", "burns-2007-fea", "Carata_2011_IVE", "Castro-1998-TFS", "Cornel_Daniel_2015_VOC", "cornel-2022-wih", "coto-2005-MAC", "Csebfalvi-1999-Fast", "Csebfalvi-1999-MIP", "Csebfalvi-2000-Fas", "Csebfalvi-2000-GELR", "Csebfalvi-2000-Gra", "Csebfalvi-2000-IVRBM", "Csebfalvi-2001-Fas", "Csebfalvi-2001-Int", "Csebfalvi-2001-NPVR", "Csebfalvi-2002-FPVF", "Csebfalvi-2002-SBICG", "Csebfalvi-2002-Smo", "Csebfalvi-2012-IOM", "dataset-stagbeetle", "Dhanoa_2021", "dhanoa-2022-apm", "Diehl_2015", "Diehl_2021", "diehl-2013-VTA", "Diehl-2017-Albero", "Edi_2019_10_01", "eg-tut2005-iv", "EuroVis2018-ShortPapers-Karall", "EuroVis2018-ShortPapers-Reiter", "fernandez-2022-ergoexplorer", "fischel-1995-vis", "Fischel-1995-VLS", "Fischel-1997-CSVVP", "Fischel-1998-Cas", "fmistelbauer-2014-adict", "fritz-2009-ava", "Froehler_Berhnard_2015_ESM", "fuchs_vhml", "fuchs-2008-del", "Fuhr-1999-Multi", "Fuhrmann-1998-Rea", "fuhrmann-1998-reaX", "Furmanova_2018", "furmanova_2020", 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"co_supervisor", "ordernum": 1 }, { "publ_id": "Zaufel_2021", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "zauner-2013-svkinect", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "zechmeister2020", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "Zhu-2014-flowvis", "field_id": "supervisor", "ordernum": 0 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=166", "__class": "Author" } ], "booktitle": "Proceedings VMV 2008", "date_from": "2008-10-08", "date_to": "2008-10-10", "editor": "Oliver Deussen, Daniel Keim, Dietmar Saupe", "isbn": "978-3-89838-609-8", "lecturer": [ { "id": 696, "drupal_id": null, "orcid_id": null, "website": "http://graphics.ethz.ch/~sadlof/", "firstname": "Filip", "lastname": "Sadlo", "searchname": "Filip Sadlo", "is_teacher": false, "name": "Filip Sadlo", "publications": [ "fuchs_raphael_2007_par", "fuchs-2008-del" ], "publications_first": [], "project_leader": [], "publication_field": [ { "publ_id": "fuchs-2008-del", "field_id": "lecturer", "ordernum": 0 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=696", "__class": "Author" } ], "location": "Konstanz, Deutschland", "pages_from": "81", "pages_to": "90", "research_areas": [], "keywords": [ "anisotropic filtering", "vortex detection", "interactive visual analysis" ], "weblinks": [], "files": [ { "description": "We compare the resulting features for the standard lambda2 and the delocalized lambda2 criterion.", "filetitle": "delocalized", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 1705, "image_height": 1405, "name": "fuchs-2008-del-delocalized.jpg", "type": "image/jpeg", "size": 327185, "path": "Publication:fuchs-2008-del", "url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs-2008-del/fuchs-2008-del-delocalized.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs-2008-del/fuchs-2008-del-delocalized:thumb{{size}}.png" }, { "description": "", "filetitle": "Paper", "main_file": true, "use_in_gallery": false, "access": "public", "name": "fuchs-2008-del-Paper.pdf", "type": "application/pdf", "size": 2802166, "path": "Publication:fuchs-2008-del", "url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs-2008-del/fuchs-2008-del-Paper.pdf", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs-2008-del/fuchs-2008-del-Paper:thumb{{size}}.png" } ], "projects_workgroups": [ { "id": "PVG", "workgroup_id": "vis", "drupal_id": 4252, "name": "PVG: Point-based Volume Graphics", "name_de": null, "website": null, "status": "active", "short_abstract": "To implement and develop novel methods for reconstruction and visualisation of 3D Data in different grid structures
\r\n", "abstract": "To implement and develop novel methods for reconstruction and visualisation of 3D Data in different grid structures
\r\n", "start_date": "2006-09-01", "end_date": "2009-09-30", "leader_id": 166, "logo": { "name": "logo.png", "path": "project:PVG", "type": "image/png", "size": 20147, "orig_name": "logo.png", "thumb_url": "https://www.cg.tuwien.ac.at/research/projects/PVG/logo:thumb{{size}}.png", "thumb_image_sizes": [ 120, 300 ] }, "funding_organisations": [ { "id": "fwf", "contract_number": "P 18547-N04", "comment": null } ], "research_areas": [], "publications": [ "Buerger-2007-cmv", "Buerger-2007-eurovis", "buerger-2007-star", "fuchs_raphael_2007_par", "fuchs-2008-del", "fuchs-vortex", "heinzl_2006_RSDVCDM", "heinzl-2006-rep", "RAUTEK06", "toth-2007-ndd", "TR-186-2-07-06", "TR-186-2-08-02", "TR-186-2-08-08", "TR-186-2-09-01", "vucini_2008_rnp", "vucini_2009", "vucini_erald-2007-FRI", "vucini-2009-phd" ], "url": "https://www.cg.tuwien.ac.at/research/projects/PVG", "__class": "Project" } ], "url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs-2008-del/", "__class": "Publication" }, { "id": "fuchs-vortex", "type_id": "phdthesis", "tu_id": null, "repositum_id": null, "title": "The Visible Vortex - Interactive Analysis and Extraction of Vortices in Large Time-Dependent Flow Data Sets", "date": "2008-10", "abstract": "Computational simulation of physical and chemical processes has become an essential tool to tackle questions from the field of fluid dynamics.\nUsing current simulation packages it is possible to compute unsteady flow simulations for\nrealistic scenarios. The resulting solutions are stored in large to very large grids in 2D or 3D,\nfrequently time-dependent, with multi-variate results from the numeric simulation.\nWith increasing complexity of simulation results,\npowerful analysis and visualization tools are needed to make sense of the computed information and answer\nthe question at hand. To do this we need new approaches and algorithms to locate regions of\ninterest, find important structures in the flow and analyze the behavior of the\nflow interactively.\n\nThe main motives of this thesis are the extension of vortex detection criteria to unsteady flow and\nthe combination of vortex detectors with interactive visual analysis.\nTo develop an understanding for the simulation results it is necessary to\ncompare attributes of the simulation to each other and to be able to\nrelate them to larger structures such as vortices. It is shown how automatic feature detection algorithms can be combined with interactive analysis techniques such that both detection and analysis benefit.\n\nBy extending and integrating vortex detectors into the process of visual analysis, it becomes possible\nto understand the impact of vortex structures on the development of\nthe flow. Using real-world examples from the field of engine design we discuss how vortex structures\ncan have critical impact on the performance of a prototype. We illustrate how interactive visual analysis\ncan support prototype design and evaluation.\nFurthermore, we show that taking the unsteady nature of the flow into account improves the quality of the extracted structures.", "authors_et_al": false, "substitute": null, "main_image": { "description": "We illustrate some of the extensions to vortex region analysis discussed throughout this thesis. (1) We start with binary vortex detectors. It is hard to understand where the structures originate and how they are related to the geometry. (2) Using non-binary vortex detectors we can select only the parts of the volume that contain relevant structures. (3) By combining multiple criteria it is possible to refine the selection further and it becomes obvious that the gaskets between cylinder head and body are of critical importance. (4) Using delocalization we can further refine the selection and remove noise from the results.", "filetitle": "Figure1", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 1284, "image_height": 1271, "name": "fuchs-vortex-Figure1.png", "type": "image/png", "size": 1216763, "path": "Publication:fuchs-vortex", "url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs-vortex/fuchs-vortex-Figure1.png", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs-vortex/fuchs-vortex-Figure1:thumb{{size}}.png" }, "sync_repositum_override": null, "authors": [ { "id": 672, "drupal_id": 250, "orcid_id": null, "website": "http://graphics.ethz.ch/~rafuchs", "firstname": "Raphael", "lastname": "Fuchs", "searchname": "Raphael Fuchs", "is_teacher": false, "name": "Raphael Fuchs", "publications": [ "fuchs_raphael_2007_par", "fuchs_vhml", "fuchs-2008-del", "fuchs-2009-ncp", "fuchs-pcs-2009", 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"field_id": "co_supervisor", "ordernum": 0 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=695", "__class": "Author" } ], "date_end": "2008-10", "date_start": "2006-06", "rigorosum": "2008-10-09", "supervisor": [ { "id": 176, "drupal_id": 273, "orcid_id": "0000-0003-0395-3192", "website": "http://www.ii.uib.no/vis/team/hauser/", "firstname": "Helwig", "lastname": "Hauser", "searchname": "Helwig Hauser", "is_teacher": false, "name": "Helwig Hauser", "publications": [ "a-2001-ah", "balabanian-2008-hvv", "borgo-2013-gly", "Bruckner-2003-The", "Buerger-2007-cmv", "Buerger-2007-eurovis", "buerger-2007-star", "Csebfalvi-2001-Fas", "Csebfalvi-2001-NPVR", "daae-lampe-2010-dif", "Freiler-2008-Set", "fuchs_raphael_2007_par", "fuchs-vom-2009", "Groeller_2016_P2", "Hadwiger-2002-Fas", "Hadwiger-2003-MIP", "Hauser-1999-SSI", "Hauser-2000-Tho", "Hauser-2000-Two", "Hauser-2000-TwoX", "Hauser-2002-SSI", "Hauser-2003-Acc", "Hauser-thesis", "Kehrer-2008-hyp", 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0 }, { "publ_id": "Hadwiger-thesis", "field_id": "supervisor", "ordernum": 1 }, { "publ_id": "Kehrer-2007-Mas", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "Kehrer-2011-PhD", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "Konyha_2013_IVA", "field_id": "co_supervisor", "ordernum": 0 }, { "publ_id": "Konyha_2013_IVA", "field_id": "reviewer_2", "ordernum": 0 }, { "publ_id": "Laramee-2004-thesis", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "mantler-2007-rtv", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "miao_thesis_2019", "field_id": "reviewer_1", "ordernum": 0 }, { "publ_id": "Muehlbacher_diss_2018", "field_id": "reviewer_1", "ordernum": 0 }, { "publ_id": "oeltze-2013-tut", "field_id": "lecturer", "ordernum": 1 }, { "publ_id": "patel-2009-evr", "field_id": "supervisor", "ordernum": 1 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=176", "__class": "Author" } ], "research_areas": [], "keywords": [ "Interactive Visual Analysis", "Vortex Detection", "Scientific Visualization" ], "weblinks": [], "files": [ { "description": "We illustrate some of the extensions to vortex region analysis discussed throughout this thesis. (1) We start with binary vortex detectors. It is hard to understand where the structures originate and how they are related to the geometry. (2) Using non-binary vortex detectors we can select only the parts of the volume that contain relevant structures. (3) By combining multiple criteria it is possible to refine the selection further and it becomes obvious that the gaskets between cylinder head and body are of critical importance. (4) Using delocalization we can further refine the selection and remove noise from the results.", "filetitle": "Figure1", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 1284, "image_height": 1271, "name": "fuchs-vortex-Figure1.png", "type": "image/png", "size": 1216763, "path": "Publication:fuchs-vortex", "url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs-vortex/fuchs-vortex-Figure1.png", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs-vortex/fuchs-vortex-Figure1:thumb{{size}}.png" }, { "description": null, "filetitle": "thesis", "main_file": true, "use_in_gallery": false, "access": "public", "name": "fuchs-vortex-thesis.pdf", "type": "application/pdf", "size": 28629831, "path": "Publication:fuchs-vortex", "url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs-vortex/fuchs-vortex-thesis.pdf", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs-vortex/fuchs-vortex-thesis:thumb{{size}}.png" } ], "projects_workgroups": [ { "id": "PVG", "workgroup_id": "vis", "drupal_id": 4252, "name": "PVG: Point-based Volume Graphics", "name_de": null, "website": null, "status": "active", "short_abstract": "To implement and develop novel methods for reconstruction and visualisation of 3D Data in different grid structures
\r\n", "abstract": "To implement and develop novel methods for reconstruction and visualisation of 3D Data in different grid structures
\r\n", "start_date": "2006-09-01", "end_date": "2009-09-30", "leader_id": 166, "logo": { "name": "logo.png", "path": "project:PVG", "type": "image/png", "size": 20147, "orig_name": "logo.png", "thumb_url": "https://www.cg.tuwien.ac.at/research/projects/PVG/logo:thumb{{size}}.png", "thumb_image_sizes": [ 120, 300 ] }, "funding_organisations": [ { "id": "fwf", "contract_number": "P 18547-N04", "comment": null } ], "research_areas": [], "publications": [ "Buerger-2007-cmv", "Buerger-2007-eurovis", "buerger-2007-star", "fuchs_raphael_2007_par", "fuchs-2008-del", "fuchs-vortex", "heinzl_2006_RSDVCDM", "heinzl-2006-rep", "RAUTEK06", "toth-2007-ndd", "TR-186-2-07-06", "TR-186-2-08-02", "TR-186-2-08-08", "TR-186-2-09-01", "vucini_2008_rnp", "vucini_2009", "vucini_erald-2007-FRI", "vucini-2009-phd" ], "url": "https://www.cg.tuwien.ac.at/research/projects/PVG", "__class": "Project" } ], "url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs-vortex/", "__class": "Publication" }, { "id": "fuchs_raphael_2007_par", "type_id": "journalpaper_notalk", "tu_id": null, "repositum_id": null, "title": "Parallel Vectors Criteria for Unsteady Flow Vortices", "date": "2008-05", "abstract": "Feature-based flow visualization is naturally dependent\r\n on feature extraction. To extract flow features, often higher-order\r\n properties of the flow data are used such as the Jacobian or\r\n curvature properties, implicitly describing the flow features in\r\n terms of their inherent flow characteristics (e.g., collinear flow\r\n and vorticity vectors). In this paper we present recent research\r\n which leads to the (not really surprising) conclusion that feature extraction algorithms\r\n need to be extended to a time-dependent analysis framework (in terms\r\n of time derivatives) when dealing with unsteady flow data.\r\n Accordingly, we present two extensions of the parallel vectors based vortex\r\n extraction criteria to the time-dependent domain and show the improvements of\r\n feature-based flow visualization in comparison to the\r\n steady versions of this extraction algorithm both in the context of\r\n a high-resolution dataset, i.e., a simulation specifically designed\r\n to evaluate our new approach, as well as for a real-world dataset\r\n from a concrete application.", "authors_et_al": false, "substitute": null, "main_image": { "description": "", "filetitle": "Image", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 902, "image_height": 902, "name": "fuchs_raphael_2007_par-Image.jpg", "type": "image/jpeg", "size": 112972, "path": "Publication:fuchs_raphael_2007_par", "url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs_raphael_2007_par/fuchs_raphael_2007_par-Image.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs_raphael_2007_par/fuchs_raphael_2007_par-Image:thumb{{size}}.png" }, "sync_repositum_override": null, "authors": [ { "id": 672, "drupal_id": 250, "orcid_id": null, "website": "http://graphics.ethz.ch/~rafuchs", "firstname": "Raphael", "lastname": "Fuchs", "searchname": "Raphael Fuchs", "is_teacher": false, "name": "Raphael Fuchs", "publications": [ "fuchs_raphael_2007_par", "fuchs_vhml", "fuchs-2008-del", "fuchs-2009-ncp", "fuchs-pcs-2009", "fuchs-vom-2009", "fuchs-vortex", "Groeller_2011_NR", "Ribicic_2012_VAS", "Waser-2010-WL" ], "publications_first": [], "project_leader": [], "publication_field": [ { "publ_id": "ammer-2008-lst", "field_id": "supervisor", 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"Matkovic-2008-ComVis", "Matkovic-2008-Steer", "Matkovic-2014-ieee", "Mattausch-2003-SIE", "Mattausch-2003-Str", "Mroz-1999-IHQ", "Mroz-2000-Int", "Muigg-2008-four", "oeltze-2013-tut", "patel-2009-kav", "piringer-2009-hds", "Shi_2007_PathLines", "shi-2007-pla", "Theussl-2000-MWI", "vad_viktor-2017-WVE", "Viola_Ivan_2013_GS", "Viola_Ivan_2013_HQ3", "Viola_Ivan_IIP", "WIMMER-2006-CES" ], "publications_first": [], "project_leader": [], "publication_field": [ { "publ_id": "doleisch-thesis", "field_id": "supervisor", "ordernum": 1 }, { "publ_id": "freiler-2008-ste", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "fuchs-vortex", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "Hadwiger-thesis", "field_id": "supervisor", "ordernum": 1 }, { "publ_id": "Kehrer-2007-Mas", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "Kehrer-2011-PhD", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "Konyha_2013_IVA", "field_id": "co_supervisor", "ordernum": 0 }, { "publ_id": "Konyha_2013_IVA", "field_id": "reviewer_2", "ordernum": 0 }, { "publ_id": "Laramee-2004-thesis", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "mantler-2007-rtv", "field_id": "supervisor", "ordernum": 0 }, { "publ_id": "miao_thesis_2019", "field_id": "reviewer_1", "ordernum": 0 }, { "publ_id": "Muehlbacher_diss_2018", "field_id": "reviewer_1", "ordernum": 0 }, { "publ_id": "oeltze-2013-tut", "field_id": "lecturer", "ordernum": 1 }, { "publ_id": "patel-2009-evr", "field_id": "supervisor", "ordernum": 1 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=176", "__class": "Author" }, { "id": 696, "drupal_id": null, "orcid_id": null, "website": "http://graphics.ethz.ch/~sadlof/", "firstname": "Filip", "lastname": "Sadlo", "searchname": "Filip Sadlo", "is_teacher": false, "name": "Filip Sadlo", "publications": [ "fuchs_raphael_2007_par", "fuchs-2008-del" ], "publications_first": [], "project_leader": [], "publication_field": [ { "publ_id": "fuchs-2008-del", "field_id": "lecturer", "ordernum": 0 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=696", "__class": "Author" }, { "id": 662, "drupal_id": 114, "orcid_id": null, "website": "https://www.cg.tuwien.ac.at/staff/PhilippMuigg", "firstname": "Philipp", "lastname": "Muigg", "searchname": "Philipp Muigg", "is_teacher": false, "name": "Philipp Muigg", "publications": [ "Buerger-2007-cmv", "Buerger-2007-eurovis", "fuchs_raphael_2007_par", "Kehrer-2008-hyp", "kehrer-2011-vai", "Ladstaedter-2009-sim", "Ladstaedter-2010-exp", "Muigg_2011_ISI", "Muigg_2011_VC", "Muigg-2008-four", "muigg-2011-gpg", "muigg-2012-svr" ], "publications_first": [], "project_leader": [], "publication_field": [ { "publ_id": "Muigg_2011_VC", "field_id": "lecturer", "ordernum": 0 }, { "publ_id": "Muigg-2008-four", "field_id": "lecturer", "ordernum": 0 }, { "publ_id": "muigg-2011-gpg", "field_id": "lecturer", "ordernum": 0 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=662", "__class": "Author" } ], "journal": "TVCG", "number": "3", "pages_from": "615", "pages_to": "626", "volume": "14", "research_areas": [], "keywords": [ "Time-Varying Data Visualization", "Vortex Feature Detection" ], "weblinks": [], "files": [ { "description": "Streamlines and pathlines in a model of a rotating vortex rope. (a) The vortex core line based on streamlines (according to Sujudi and Haimes) is shown as a thick grey tube (it is the only grey line which also is a helix). (b) The vortex core line based on pathlines (shown in yellow on the right) has the same pitch but a larger radius (it is the only helical pathline, shown in thick magenta).", "filetitle": "Figure1", "main_file": false, "use_in_gallery": true, "access": "public", "image_width": 1110, "image_height": 764, "name": "fuchs_raphael_2007_par-Figure1.jpg", "type": "image/jpeg", "size": 134880, "path": "Publication:fuchs_raphael_2007_par", "url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs_raphael_2007_par/fuchs_raphael_2007_par-Figure1.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs_raphael_2007_par/fuchs_raphael_2007_par-Figure1:thumb{{size}}.png" }, { "description": "For the vortex rope in the depicted dataset, iso-values of pressure give good insight on where the vortex core line is located. We can clearly see how the yellow core line (extracted using the classical approach of Sujudi and Haimes deviates from the center of pressure isosurface. The modification to time derivative aware extraction of the vortex coreline improves the results visibly.", "filetitle": "Figure2", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 1102, "image_height": 1204, "name": "fuchs_raphael_2007_par-Figure2.jpg", "type": "image/jpeg", "size": 135176, "path": "Publication:fuchs_raphael_2007_par", "url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs_raphael_2007_par/fuchs_raphael_2007_par-Figure2.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs_raphael_2007_par/fuchs_raphael_2007_par-Figure2:thumb{{size}}.png" }, { "description": "We compare the vortex core lines found by the original method of Sujudi and Haimes and the modified version. Two views of the same timestep show the benefits of the modification. Both views show the same vortex core line and isosurface. (1) In one case the original method does not detect one vortex core at all. (2) The time-aware modification traverses the full length of the vortex core and continues into the region of strong turbulence at the top of the cylinder. (3) The original vortex core line leaves the core region of the vortex and vanishes in a substantial portion of the vortex region.", "filetitle": "Figure3", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 1344, "image_height": 1229, "name": "fuchs_raphael_2007_par-Figure3.jpg", "type": "image/jpeg", "size": 241908, "path": "Publication:fuchs_raphael_2007_par", "url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs_raphael_2007_par/fuchs_raphael_2007_par-Figure3.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs_raphael_2007_par/fuchs_raphael_2007_par-Figure3:thumb{{size}}.png" }, { "description": "Comparison of acceleration vector magnitudes: The scatterplots show that the magnitudes of the two variants of the acceleration vectors can differ significantly in the crucial timesteps, i.e., timesteps of major changes over time, after ignition (we have normalized the magnitudes such that the center of gravity corresponds to the origin).", "filetitle": "Figure4", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 658, "image_height": 334, "name": "fuchs_raphael_2007_par-Figure4.gif", "type": "image/gif", "size": 25961, "path": "Publication:fuchs_raphael_2007_par", "url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs_raphael_2007_par/fuchs_raphael_2007_par-Figure4.gif", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs_raphael_2007_par/fuchs_raphael_2007_par-Figure4:thumb{{size}}.png" }, { "description": "We compare the computed corelines with respect to lambda2 and equivalence ratio. (a) The modified algorithm detects two vortex core lines (red) whereas the original version only detects the main vortex core line (white). (b) An isosurface of equivalence ratio at 0.7 containing the region of optimal mixing. (c) The surface containing the region of equivalence ratio of 0.5 and lambda2< -1000$.", "filetitle": "Figure5", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 2652, "image_height": 863, "name": "fuchs_raphael_2007_par-Figure5.jpg", "type": "image/jpeg", "size": 479277, "path": "Publication:fuchs_raphael_2007_par", "url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs_raphael_2007_par/fuchs_raphael_2007_par-Figure5.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2008/fuchs_raphael_2007_par/fuchs_raphael_2007_par-Figure5:thumb{{size}}.png" }, { "description": "Gradient estimation at a vertex (red) using the Green-Gauss theorem requires to estimate cell center velocities and mid-point velocities. (a) The surrounding surface uses cell centers (green) and mid-points (gray). 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We express the originally binary\r\nfeature detectors as fuzzy-sets that can be combined using the\r\nlinking and brushing concepts of interactive visual analysis. Both\r\ninteraction and visualization gain from having multiple detectors\r\nconcurrently available and from the ability to combine them. An\r\napplication study on automotive data reveals how these vortex\r\ndetectors combine and perform in praxis.", "authors_et_al": false, "substitute": null, "main_image": { "description": "A glyph based visualization of flow through a cooling jacket. 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Ynnerman", "isbn": "9783905673456", "lecturer": [ { "id": 661, "drupal_id": 250, "orcid_id": null, "website": "https://www.cg.tuwien.ac.at/staff/RaphaelFuchs.html", "firstname": "Raphael", "lastname": "Bürger", "searchname": "Raphael Bürger", "is_teacher": false, "name": "Raphael Bürger", "publications": [ "buerger_raphael_2006_3dpoly", "Buerger-2007-cmv", "Buerger-2007-eurovis", "buerger-2007-star" ], "publications_first": [], "project_leader": [], "publication_field": [ { "publ_id": "Buerger-2007-cmv", "field_id": "lecturer", "ordernum": 0 }, { "publ_id": "Buerger-2007-eurovis", "field_id": "lecturer", "ordernum": 0 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=661", "__class": "Author" } ], "pages_from": "171", "pages_to": "178", "research_areas": [], "keywords": [ "Interactive visual analysis", "Fuzzy classifier", "Vortex detector", "Cooling jacket" ], "weblinks": [], "files": [ { "description": "Combination of smooth featrue detectors and 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The design of the casket causes a strong vortex that increases mixing of hot and cold fluid.", "filetitle": "Vortex", "main_file": false, "use_in_gallery": true, "access": "public", "image_width": 800, "image_height": 535, "name": "Buerger-2007-eurovis-Vortex.jpg", "type": "image/jpeg", "size": 83021, "path": "Publication:Buerger-2007-eurovis", "url": "https://www.cg.tuwien.ac.at/research/publications/2007/Buerger-2007-eurovis/Buerger-2007-eurovis-Vortex.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2007/Buerger-2007-eurovis/Buerger-2007-eurovis-Vortex:thumb{{size}}.png" } ], "projects_workgroups": [ { "id": "PVG", "workgroup_id": "vis", "drupal_id": 4252, "name": "PVG: Point-based Volume Graphics", "name_de": null, "website": null, "status": "active", "short_abstract": "To implement and develop novel methods for reconstruction and visualisation of 3D Data in different grid structures
\r\n", "abstract": "To implement and develop novel methods for reconstruction and visualisation of 3D Data in different grid structures
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We focus on ''non-classical'' approaches, i.e. approaches which haven't been discussed in previous related reports, and we highlight techniques which potentially lead towards new directions in visualization research. We discuss how different techniques take effect at specific stages of the visualization pipeline and how they apply to multi-variate data sets being composed of scalars, vectors, and tensors. We\r\n also provide a categorization of these techniques in the aim for a better\r\n overview of related approaches. In the second part of this paper we take a\r\n look at recent techniques that are useful for the visualization of complex data\r\n sets either because they are general purpose or because they can be adapted to specific\r\n problems.", "authors_et_al": false, "substitute": null, "main_image": { "description": "Visualization research is developing from classical 3D structured scalar visualization. the use of techniques that allow the visualization of time-dependent, complex and multi-variate data in a useful way will be a key to successful visualization applications in the future.", "filetitle": "Figure1", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 308, "image_height": 196, "name": "buerger-2007-star-Figure1.jpg", "type": "image/jpeg", "size": 11681, "path": "Publication:buerger-2007-star", "url": "https://www.cg.tuwien.ac.at/research/publications/2007/buerger-2007-star/buerger-2007-star-Figure1.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 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"fuchs-2009-ncp", "fuchs-pcs-2009", "fuchs-vom-2009", "fuchs-vortex", "Groeller_2011_NR", "Ribicic_2012_VAS", "Waser-2010-WL" ], "publications_first": [], "project_leader": [], "publication_field": [ { "publ_id": "ammer-2008-lst", "field_id": "supervisor", "ordernum": 1 }, { "publ_id": "buerger-2007-star", "field_id": "lecturer", "ordernum": 0 }, { "publ_id": "fuchs_vhml", "field_id": "lecturer", "ordernum": 0 }, { "publ_id": "monitzer_2008_FluSi", "field_id": "supervisor", "ordernum": 1 } ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=672", "__class": "Author" } ], "pages_from": "117", "pages_to": "134", "research_areas": [], "keywords": [ "scientific data", "multi-variate data" ], "weblinks": [], "files": [ { "description": "Visualization research is developing from classical 3D structured scalar visualization. the use of techniques that allow the visualization of time-dependent, complex and multi-variate data in a useful way will be a key to successful visualization applications in the future.", "filetitle": "Figure1", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 308, "image_height": 196, "name": "buerger-2007-star-Figure1.jpg", "type": "image/jpeg", "size": 11681, "path": "Publication:buerger-2007-star", "url": "https://www.cg.tuwien.ac.at/research/publications/2007/buerger-2007-star/buerger-2007-star-Figure1.jpg", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2007/buerger-2007-star/buerger-2007-star-Figure1:thumb{{size}}.png" }, { "description": "Six examples of how to deal with multi-dimensional data-sets: (a) traditional (b) deriving additional quantities (c) linking brushing and other SimVis related techniques (d) data intermixing (e) layering rendered images (f) a well-combined visualization technique using all relevant data and derivations.", "filetitle": "Figure2", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 1276, "image_height": 993, "name": "buerger-2007-star-Figure2.png", "type": "image/png", "size": 101436, "path": "Publication:buerger-2007-star", "url": "https://www.cg.tuwien.ac.at/research/publications/2007/buerger-2007-star/buerger-2007-star-Figure2.png", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2007/buerger-2007-star/buerger-2007-star-Figure2:thumb{{size}}.png" }, { "description": "An example of combined attribute and volumetric views. The 3D view shows the location of data points in space with pressure mapped to color. A 2D slice shows the velocity close to the eye of the storm. Two attribute views (scatterplot of velocity vs. cloud density and histogramm of temperature) are used to select which cells are shown.", "filetitle": "Figure3", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 1110, "image_height": 1108, "name": "buerger-2007-star-Figure3.png", "type": "image/png", "size": 214688, "path": "Publication:buerger-2007-star", "url": "https://www.cg.tuwien.ac.at/research/publications/2007/buerger-2007-star/buerger-2007-star-Figure3.png", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2007/buerger-2007-star/buerger-2007-star-Figure3:thumb{{size}}.png" }, { "description": "", "filetitle": "Paper", "main_file": true, "use_in_gallery": false, "access": "public", "name": "buerger-2007-star-Paper.pdf", "type": "application/pdf", "size": 1362494, "path": "Publication:buerger-2007-star", "url": "https://www.cg.tuwien.ac.at/research/publications/2007/buerger-2007-star/buerger-2007-star-Paper.pdf", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2007/buerger-2007-star/buerger-2007-star-Paper:thumb{{size}}.png" }, { "description": "The slides as presented at EuroGraphics 2007 (not including videos)", "filetitle": "Slides (Updated)", "main_file": true, "use_in_gallery": false, "access": "public", "name": "buerger-2007-star-Slides (Updated).ppt", "type": "application/msword", "size": 24508416, "path": "Publication:buerger-2007-star", "url": "https://www.cg.tuwien.ac.at/research/publications/2007/buerger-2007-star/buerger-2007-star-Slides (Updated).ppt", "thumb_image_sizes": [] } ], "projects_workgroups": [ { "id": "PVG", "workgroup_id": "vis", "drupal_id": 4252, "name": "PVG: Point-based Volume Graphics", "name_de": null, "website": null, "status": "active", "short_abstract": "To implement and develop novel methods for reconstruction and visualisation of 3D Data in different grid structures
\r\n", "abstract": "To implement and develop novel methods for reconstruction and visualisation of 3D Data in different grid structures
\r\n", "start_date": "2006-09-01", "end_date": "2009-09-30", "leader_id": 166, "logo": { "name": "logo.png", "path": "project:PVG", "type": "image/png", "size": 20147, "orig_name": "logo.png", "thumb_url": "https://www.cg.tuwien.ac.at/research/projects/PVG/logo:thumb{{size}}.png", "thumb_image_sizes": [ 120, 300 ] }, "funding_organisations": [ { "id": "fwf", "contract_number": "P 18547-N04", "comment": null } ], "research_areas": [], "publications": [ "Buerger-2007-cmv", "Buerger-2007-eurovis", "buerger-2007-star", "fuchs_raphael_2007_par", "fuchs-2008-del", "fuchs-vortex", "heinzl_2006_RSDVCDM", "heinzl-2006-rep", "RAUTEK06", "toth-2007-ndd", "TR-186-2-07-06", "TR-186-2-08-02", "TR-186-2-08-08", "TR-186-2-09-01", "vucini_2008_rnp", "vucini_2009", "vucini_erald-2007-FRI", "vucini-2009-phd" ], "url": "https://www.cg.tuwien.ac.at/research/projects/PVG", "__class": "Project" } ], "url": "https://www.cg.tuwien.ac.at/research/publications/2007/buerger-2007-star/", "__class": "Publication" }, { "id": "buerger_raphael_2006_3dpoly", "type_id": "masterthesis", "tu_id": null, "repositum_id": null, "title": " Ausarbeitung und Implementierung eines Verfahrens zum Editieren eines 3D-Volumens", "date": "2006-03", "abstract": "Wir beschreiben ein Verfahren um Auswahlbereiche in dreidimensionalen Daten zu definieren, das auf der Manipulation eines Polyeders beruht. Die möglichen Operationen sind das Einfügen, Verschieben und Löschen von Ecken. Der von diesem Polyeder umschlossene Bereiche wird dem Benutzer angezeigt, das restliche Volumen wird unsichtbar. Wir zielen dabei auf die Verwendung im Bereich medizinischer Daten ab, in dem immer noch hauptsächlich mit clip-Ebenen gearbeitet wird.\nWährend des Löschens einer Polyederecke bleibt ein Loch im Polyeder zurück, dass von einem dreidimensionalen Polygon berandet wird. Die Triangulierung von dreidimensionalen Polygonen ist NP-vollständig und wird deshalb bisher mittels Heuristiken gelöst. Wir definieren eine Klasse von dreidimensionalen Polygonen die durch Zylinder zerlegt werden können und zeigen, dass alle in unserem Kontext entstehenden dreidimensionalen Polygone zu dieser Klasse gehören. Weiterhin zeigen wir, dass diese Polygone in O(n²) trianguliert werden können. Weiterhin besprechen wir ein neues Verfahren zur Triangulierung von beliebigen dreidimensionalen Polygonen, das zusätzliche Punkte einfügt und eine Adaption des Verfahrens für zylinder-zerlegbare Polygone ist.\n", "authors_et_al": false, "substitute": null, "main_image": { "description": "A polyhedron for volume of intereste selction.", "filetitle": "Image1", "main_file": false, "use_in_gallery": false, "access": "public", "image_width": 570, "image_height": 905, "name": "buerger_raphael_2006_3dpoly-Image1.png", "type": "image/png", "size": 379203, "path": "Publication:buerger_raphael_2006_3dpoly", "url": "https://www.cg.tuwien.ac.at/research/publications/2006/buerger_raphael_2006_3dpoly/buerger_raphael_2006_3dpoly-Image1.png", "thumb_image_sizes": [ 16, 64, 100, 175, 300, 600 ], "thumb_url": "https://www.cg.tuwien.ac.at/research/publications/2006/buerger_raphael_2006_3dpoly/buerger_raphael_2006_3dpoly-Image1:thumb{{size}}.png" }, "sync_repositum_override": null, "authors": [ { "id": 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"Fechter_2011_DBS", "filipovic-2014-dect", "FISCHL-2012-CTASEG", "fmistelbauer-2014-ad", "fmistelbauer-2014-adict", "Ford-2012-HRV", "fourousan2021", "freiler-2008-ste", "fritz-2009-ieq", "Froehler_Berhnard_2015_ESM", "froschauer-2009-iod", "Fruehstueck_Anna_2015_DOM", "fuchs_raphael_2007_par", "fuchs_vhml", "fuchs-2008-del", "fuchs-vortex", "furmanova_2020", "gadllah_2016", "Gadllah_Hani_2016", "gall_2016", "Gall_2017", "gall_alexander_2016BA", "Gall2020", "Gall2021", "gangl-2018-gpsart", "Ganglberger-2022-cg", "ganglberger2019", "Ganuza", "Ganuza_2015", "Ganuza_MJ_2015_AVe", "Ganuza_ML_2015_ISA", "Ganuza-2017-IVCSGM", "Gavrilescu_2011_VGP", "gavrilescu-2008-vsc", "gavrilescu-2009-postrend", "Gavrilescu-2010-CIE", "Gehrer_Daniel_CUI", "Gehrer-2017", "Gehrer-2017-molmach", "georgiev-2019-cbg", "gerl-2006-vhi", "geymayer-2017-std", "Gietl_2020", "Gillmann2021", "glanznig-2009-LAMC", "glinzner-2016-tex", "Gogel2020", "gostler-2015-3dp", "grammatikaki-thesis", "grimm-2004-arefined", "GRIMM-2004-FDMX-P", "grimm-2004-memory", "GRIMM-2004-PPC", "grimm-2004-volume", "Groeller_2011_CVC", "Groeller_2011_CW", "Groeller_2011_GBC", "Groeller_2011_HP", "Groeller_2011_HSU", "Groeller_2011_IPV", "Groeller_2011_IVP", "Groeller_2011_NR", "Groeller_2011_NSM", "Groeller_2011_VCD", "Groeller_2011_VSD", "Groeller_2011_VSD", "Groeller_2011_VSD", "Groeller_2011_VSS", "Groeller_2012_KAV", "Groeller_2012_VBP", "Groeller_2012_ViV", "Groeller_2012_VV", "Groeller_2014_CaQ", "Groeller_2014_CQV", "Groeller_2014_CV", "Groeller_2014_RWA", "Groeller_2014_STC", "Groeller_2014_UPS", "Groeller_2014_VND", "Groeller_2016_I2", "Groeller_2016_I7", "Groeller_2016_I8", "Groeller_2016_P2", "Groeller_2016_P4", "Groeller_2016_P6", "Groeller_2016_P7", "Groeller_2021_11", "Groeller_2021_BVM", "Groeller_2021-10", "Groeller_Edi_2013_TVC", "Groeller_Edi_2013_VCQ", "Groeller_Edi_2013TVCK", "Groeller_Edi_VKA", "Groeller_Eduard_2014_THS", "Groeller_Eduard_2014_TSP", "Groeller_Eduard_2014_UCT", "Groeller_Eduard_2015_SMV", "Groeller_Eduard_2015_TCU", "Groeller_V1_2020", "Groeller_V2_2020", "Groeller_V3_2020", "Groeller_V42020", "Groeller_V5_2020", "groeller-2004-efficient", "groeller-2004-imp", "groeller-2004-sci", "groeller-2005-dia", "Groeller-2010-CVC", "Groeller-2010-IFI", "Groeller-2010-IVVI", "Groeller-2011-HSH", "Groeller-2017-ARTORW", "Groeller-2017-AVC", "Groeller-2017-IVAMCS", "Groeller-2017-PTPMD", "Groller_2021-12-03", "Gronde_2008", "Grorller-2010-IVV", "grossmann_2019_pelvisrunner_poster", "Grossmann_MA", "grossmann-2021-layout", "grossmann-2022-conceptSplatters", "grossmann-thesis", "Gruenauer-2011-CAT", "Gschwantner_2011_AMQ", "gundacker-2020-wlm", "Gurbat_2011_SBS", "gusenbauer-2018", "gusenbauer-2018", "gusenbauer-2018-P", "gutekunst_2019", "Hadwiger-2002-Fas", "haidacher_2010_statTF", "haidacher-2004-FVV", "haidacher-2005-MND", "haidacher-2007-idr", "haidacher-2008-vcbm", "haidacher-2011-MSM", "haidacher-2011-phd", "haidacher-2011-VAM", "Hainoun2019", "Halladjian_2020", "hanzl-2011", "hartl-2008-vcd", "hartmann-2005-adv", "haushofer-2018-skinning", "Heim_2020", "Heim_2021", "Heim-2017", "heim-gall-2020-dde", "heinzl_2006_RSDVCDM", "heinzl-2006-rep", "heinzl-2008-sam", "Heinzl2021", "Herghelegiu-2012-BPV", "herzberger-2023-swv", "herzberger-2024-roh", "Hirsch_Christian_2015_ABL", "Hladuvka-2002-Exp", "hladuvka-2002-exploiting", "Hochmayr_Manuel_2015_PSE", "hochmayr_manuel-2011-VoRMD", "Hochpoechler_2016_VR", "horvath-2018-ism", "hromniak-2019-vcn", "Iijima-2020-iV", "indirectBiasLanguageModels-2023", "irger-2023-ves", "Ismail-2018", "jank-2022-cbf", "Kanitsar-2002-CPR", "Kanitsar-2003-Adva", "Kanitsar-2003-Dem", "Kanitsar-2004-Dia", "Kanitsar-thesis", "kapferer-2017-godot", "Karall2017CVAB", "Karall2018_2", "karimov-2013-vivisection", "karimov-2015-HD", "karimov-2016-GIVE", "karimov-2016-SD", "keglevic_schulz-2011-MB", "Kehrer-2008-hyp", "Kehrer-2010-mom", "kehrer-2011-vai", "kehrer-2012-mod", "kehrer-2013-IVA", "kehrer-2013-SBC", "Kehrer-2013-STAR", "Kehrer-2014-CSD", "kimmersdorfer-fancyMaps-2023", "Kinkelin_2009", "Kinkelin-2011-VR", "Kleber-2004-TFE", "klein_2017_IM", "klein_2019_MSA_Poster", "klein_2019_PGG", "klein_2019_PHD", "klein_2019_PMP", "Klein_Tobias_2015TIV", "klein-thesis", "Knapp_2017_CVR", "knapp_michael_2004_MAS", "knapp-2004-semi", "koch_bernhard_2018-1", "koch-2018-sso", "koehle-2013-sgv", "koeppel-2021", "Koeppel2020", "Kohlmann-2007-EBV", "kohlmann-2007-livesync", "kohlmann-2008-lse", "kohlmann-2009-cp", "kohlmann-2009-lssl", "kolesar-ivan-2014-polymers", "Kolter_2021", "Konyha_2013_IVA", "korpitsch_thorsten-2019", "korpitsch-2020-cescg", "Korpitsch-2020-wscg", "korpitsch-2021-lov", "Koszticsak-2017-ewt", "Kouril_2017_11", "kouril-2015-maya2cellview", "kouril-2017-sccgposter", "kouril-2018-LoL", "kouril-2018-LoL", "kouril-2020-hyperlabels", "kouril-2021-molecumentary", "kouril-2021-phdthesis", "Kovacs_PhD", "krakhofer-2015", "Krone2016VABC", "kuehschelm-2005-adv", "Kugler_2019", "Kuroko-2020-iV", "Labschuetz_Matthias_2015_JIT", "Labschuetz_Matthias_2016_AHD", "Labschuetz_Matthias_2016_JIT", "Labschuetz_Matthias_2016_JITT", "Lackner_2022", "LaCruz2004", "Ladstaedter-2009-sim", "Langer_Edith_IR1", "Langer_Maximillian_DMV", "Laschober-2018", "lawonn-2018-illvisstar", "lemuzic_2014_ipv", "lemuzic_2015_timelapse", "LeMuzic_2016_PhD", "lemuzic-2014-ivm", "lemuzic-2015-hiv", "lemuzic-mindek-2016-viseq", "lemuzic-mindek-sorger-cgfcc", "Leutschacher_2022", "li-2019-gdc", "lie-2009-cri", "lipp-2017-mgpu", "lipp-2017-vulkan", "lippeck-2022-mna", "liu-2014-ac", "lkoell-2014", "ludwig-2012-MT", "Machegger2018DTI", "magg-2021-dva", "magg2021", "mahler-2021-mdar", "major-2010-mrf", "malan_fluoro", "malik-2007-FP", "malik-2009-CVFA", "malik-thesis", "Manczarski-2016", "Marek06", "Maricic_2013_VFE", "martorell2022", "maruyama-2019-iv", "Masopust_2018", "Masterthesis-Viola", "Matkovic_Kresimir_2015_", "matt-2023-vae", "matt-masterthesis", "Mattausch-2003-ISL", "Mattausch-2003-SIE", "Mattausch-2003-Str", "Matusich-2017-01", "Mautner 2020", "Mayr-2017-1", "mayr-2021-wec", "mazurek-2017-sio", "mazurek-2017-vows", "mazurek-2018-vac", "mazurek-2018-veq", "Mazza_2020", "Mazza_2021_05", "Melo_2018_11", "Meusburger_2020", "Miao_2015_VCBM", "Miao_2019", "Miao_Haichao_2015_VQC", "miao_inria_2017", "miao_kaust_2018", "miao_nantech_2019", "miao_nar_2020", "miao_plitvice_2018", "miao_thesis_2019", "miao_tvcg_2017", "miao_tvcg_2018", "miao_tvcg_2018", "miao_tvcg_2018", "miao2018Dimsum", "Miao2018FDN", "Michl_2017_CSV", "mindek_peter-2012-visgroupproj", "mindek_peter-2014-cs_kaust", "mindek-2013-cs_cvut", "mindek-2013-csl", "mindek-2013-pel", "mindek-2014-mcs", "mindek-2014-vivi_cvut", "mindek-2015-mc", "mindek-2015-mctalk", "mindek-2016-utah-talk", "mindek-2017-dsn", "mindek-2017-marion", "mindek-2017-virtualcell", "mindek-2018-fyi", "mindek-2019-mci", "mindek-thesis", "mistelbauer_2013_SIV", "Mistelbauer_2021", "Mistelbauer_Gabriel_2015_NHR", "Mistelbauer_Gabriel_2016", "mistelbauer-2010-pvv", "mistelbauer-2012-cr", "mistelbauer-2012-ssv", "mistelbauer-2013-cfa", "mistelbauer-2015-abvv", "Mitterhofer_2017", "mizuno-2019-eurovis", "Mlejnek_2004_PF", "Mlejnek_2005_AOEPF", "Mlejnek_2006_MVOA", "Mlejnek-2004-Int", "Mlejnek-2004-ITVAC", "Mlinaric-2015-MT", "Moellinger_Christian_IDE2", "moerth_eric-2016-3DF", "moerth-2018-tpose", "monitzer_2008_FluSi", "Morar_2012_ISB", "Muehlbacher_diss_2018", "mueller-2009-ivs", "Muigg_2011_ISI", "Muigg_2011_VC", "Muigg-2008-four", "muigg-2012-svr", "Musleh_PhD", "Neumann-2002-Fea", "nguyen_2020-covid", "Niedermayer_2018", "Novotny_2013_ASVD", "Nowak_2020", "Nowak_2021", "Oancea_2018_1", "Oancea_Stefan_2016_VOT", "Oancea2018OAK", "oeltze-2013-tut", "opitz-2009-cvv", "Ortner_PhD", "Ortner2020", "Pahr_PhD", "pahr-2021-vologram", "pahr-thesis", "Pahr2020", "Pajer_2012_VoM", "Panayotov", "Parzer_2013_IIG", "patel_2009_MC", "patel_daniel_2007_IRSD", "patel-2008-tsa", "patel-2009-evr", "patel-2011-PEA", "Pauschenwein_2022", "Peter_2012_AIV", "Pezenka-2016-MT", "Pfahler_David_2015_IPI", "Pfahler-2016-MT", "PH-2011-LDS", "phd-viola", "Philipp_Hochhauser_2023", "Pilizar_-2020-bachelor", "piringer-2009-hds", "Plank_Pascal_2015_HVP", "plank-2017-sldg", "PMI_AR_2012", "pointner_simon-2020", "polatsek-2018-stv", "polatsek-2018-stv", "Pramerdorfer-2011-PAV", "preim-2009-sve", "Presch_2020", "Priselac2021", "puehringer-2009-sbm", "puenguentzky-2014-ht", "Purchase-2020-gd", "raidou_2018_bladderrunner", "raidou_2019_pelvisrunner", "raidou_2019_preha", "raidou_2019_springer", "raidou_2020Onc", "raidou_EuroVis15", "raidou_eurovis16", "raidou_miccai16", "raidou_pingu2020", "raidou_previs2021", "raidou_RO2019", "raidou_shonan167", "raidou_slicedice", "raidou_star2019", "raidou_vcbm14", "raidou_vis14", "raidou_vis15", "raidou_visgap2020", "raidou2018_rv3", "raidou2018visualflatter", "raidou2019_prsps", "rasch-2016-imgses", "Rau08", "Rautek_Peter_2014_TUC", "Rautek_Peter_2014_VSA", "rautek-2005-dvr", "Rautek-2007-O3D", "Rautek-2007-SLI", "Rautek-2008-IDS", "Rautek-2008-kav", "Rautek-2008-VF", "rautek-2009-vmv", "RAUTEK06", "Rautek06Vis", "Rautek06VMLS", "rautek2010", "Red_Andreas_2015_FFT", "Reh_Andreas_VoP", "reh-2013", "reina-2020-mtv", "Reisacher_Matthias_CPW", "Reisacher2016", "Reiter_2009_IXIA", "Reiter2017CVAP", "Rezk06Vis", "Ribicic_2012_SUS", "Ribicic_2012_VAS", "Ribicic-2010-CRS", "Riegelnegg_2019", "rinortner_susanne-2019-vpicc", "rinortner_susanne-2019-vpicc", "Rippberger_2019", "rippl-2023-atg", "ritzberger-2010-nar", "Ropinski-2012-UBT", "rraidou_clinical", "rraidou_EG17", "rraidou_phdbook", "rsabin-2013", "ruiz-2008-OVR", "ruiz-2008-SEV", "samoul-2019-cnp", "Sanjin_Rados_RV", "Sarkis_2021", "Sbardellati-2019-vcbm", "Sbardellati-2019-vcbm", "sbardellati-2021-eveos", "scharsach-2005-adv", "Schernthaner-2017-MCP", "schindler_2020vis", "Schindler-2022-eurovis", "schindler2020", "schleicher-2011-VLSC", "Schmidlehner_Sandra_SbC", "schmidlehner2021", "schmidt-2011-mt", "schmidt-phd", "schmidt-phd", "schoellhuber-2008-asc", "scholz_2021", "Schrempf_2018", "Schrempf_2020", "SCHUETZ-2023-SIMLOD", "schuh-2018-mesh-blending", "Schulze_Florian_2013_CMI", "schwankl-2013-smis", "seyfert-2017", "shakhova-2023-atp", "sietzen-2019-wnn", "sietzen-2019-wnn", "sietzen-2021-perturber", "sietzen-2022-vacnnr", "sietzen-ifv-2019", "sifuentes-2018-crowd", "SifuentesGangl2017FIS", "sikachev_peter_2010_STLCI", "sikachev_peter-2011-dfc", "sikachev_peter-2011-incshad", "sikachev_peter-2011-metavis", "sikachev_peter-2011-protovis", "sikachev-2010-DFC", "sikachev-2010-ill_vis_vol_ren", "Sippl_Sebastian_EFG", "smiech-2018-tei", "Smisek_Michal_A3D", "Sollboeck_2011_FSS", "sollboeck-2011", "Solteszova-2009-VQN", "solteszova-2010-MOS", "Solteszova2016", "Sorger_2013_nMI", "sorger_2017_metamorphers", "sorger-2016-fowardabstraction", "sorger-2017-thesis", "sorger-2019-odn", "sorger-2021-egonet", "Soros_AVN_2011", "Soros-AV-2010", "Spechtenhauser_Florian_2016", "spegel-gruenberger-2020", "Spelitz2020", "spoerk-2010-hpgpu", "Stabel_2012_UDM", "stappen_2017_animatedcomic", "Staudacher_2022", "staudacher_florian-2016-topo3d", "stehno-2011-RVD", "steinboeck-2017-vbn", "steinboeck-2017-vefp", "steinboeck-2017-vefp", "steinboeck-2018-lbg", "STEINLECHNER-2019-ICT", "StickmanMax-shoetta-kampfer", "stoff-concepMap-2021", "StrakaVis2004", "stritzel2022", "Strohmayer-2018-BT", "sturl_2016_dynlabels", "suntinger-2008-etet", "suntinger-2008-tet", "Swoboda_Nicolas_VIT", "Swoboda2020", "szabo_patrik-2022-tour", "takahashi-2019-acdt", "termeer-2006-000", "termeer-2007-covicad", "termeer-2008-scmr", "termeer-2008-vis", "termeer-2009-cvc", "termeer-2009-scmr", "textures-3d-printing", "thesis-tekaya", "Thomas-2018", "Thurner-2005-IVR", "toth-2007-ndd", "TR-186-2-05-01", "TR-186-2-05-02", "TR-186-2-05-03", "TR-186-2-05-04", "TR-186-2-05-06", "TR-186-2-05-07", "TR-186-2-05-08", "TR-186-2-06-01", "TR-186-2-06-02", "TR-186-2-06-03", "TR-186-2-06-04", "TR-186-2-07-02", "TR-186-2-07-03", "TR-186-2-07-04", "TR-186-2-07-05", "TR-186-2-07-06", "TR-186-2-07-07", "TR-186-2-07-08", "TR-186-2-07-10", "TR-186-2-07-11", "TR-186-2-07-12", "TR-186-2-08-01", "TR-186-2-08-02", "TR-186-2-08-03", "TR-186-2-08-04", "TR-186-2-08-05", "TR-186-2-08-06", "TR-186-2-08-07", "TR-186-2-08-08", "TR-186-2-08-10", "TR-186-2-08-11", "TR-186-2-08-12", "TR-186-2-08-14", "TR-186-2-09-01", "TR-186-2-15-03", "TR1862162", "Tramberger_2018", "Tramberger2017BCS", "Trautner_Thomas_2014_VAE", "trautner-2018-imd", "trautner-2018-imd", "travnicek-2017-thm", "Trenkwalder-2004-MAR", "Troidl_2019", "Troidl_2021", "Troidl_2022", "turner-aso", "tut-eg-2006", "tut-siggraph-2006", "tut-vis-2006", "tut-vis-2007", "tweebo-2014", "ulschmid-2024-reo", "unger_2017", "unger-2019_vcp", "Unger2020", "vad_2015_phd", "Vad_Viktor_2015_RVV", "vad-2016-bre", "vaico", "varchola_andrej-2012-fetoscopic", "Vasileva_2022", "Vasileva-2018", "vessel2003", "Viola_2013_IDV", "Viola_Ivan_2013_CAI", "Viola_Ivan_2013_D3D", "Viola_Ivan_2013_DC", "Viola_Ivan_2013_GS", "Viola_Ivan_2013_HQ3", "Viola_Ivan_2013_RMA", "Viola_Ivan_2013_RSb", "Viola_Ivan_2013_SVA", "Viola_Ivan_2013_VCA", "Viola_Ivan_2015_AAM", "Viola_Ivan_2015_MCT", "Viola_Ivan_2015_VBS", "Viola_Ivan_CLD", "Viola_Ivan_DAC", "Viola_Ivan_IIP", "Viola_Ivan_UVP", "Viola_Ivan_VDP", "Viola-05-Smart", "Viola-2003-GPU", "Viola-2003-Har", "viola-2003-hbn", "Viola-2003-NON", "viola-2004-gbf", "Viola-2004-GPU", "viola-2004-har", "viola-2004-har2", "viola-2004-idv", "viola-2004-imp", "Viola-2004-ImpX", "Viola-2004-ImpX2", "viola-2005-imp", "viola-2006-FoA", "viola-evr", "Viola-Pondering-2017", "viola-popular-article-2006", "Viola-vistutillustrativevis", "vis-foa", "VisWeek-Tutorial-2012-Uncertainty", "vitruvian_2019", "voglreiter-2023-tro", "Vucenovic_2022", "vucini_2006", "vucini_2008_rnp", "vucini_2009", "vucini_erald-2007-FRI", "vucini-2009-phd", "vucini-2011", "Wagner_032017", "Waldin_Nicholas_2016_Chameleon", "Waldin_Nicholas_2016_Chameleon", "Waldin_Nicholas_2017_FlickerObserver", "Waldin_Nicholas_2017_FlickerObserver", "Waldin_Nicholas_2017_FlickerObserver", "waldin-2017-thesis", "waldin-2019-ccm", "waldin-2019-ccm", "Waldner_2017_11", "Waldner_2017_11", "waldner-2013-facetCloudsGI", "waldner-2013-ubiWM", "waldner-2014-af", "waldner-2014-ghi", "waldner-2017-vph", "waldner-2018-ved", "waldner-2019-rld", "waldner-2020-tbg", "waldner-2021-leo", "waser_2011_VSD", "Waser-2010-WL", "webGPU_aggregateVis-2023", "weiner_2011", "Weissenboeck_2019", "Weissenboeck_2019_PhD", "weissenboeck-2014", "Wihann_2017", "wolf-2023-cc", "Woschizka_2021", "wu-2017-dagstuhl", "wu-2018-JVLC", "wu-2018-metabo", "wu-2018-shonan", "wu-2018-story", "wu-2019-bmc", "wu-2019-bmc", "wu-2019-report", "wu-2019-smw", "wu-2019-smwp", "wu-2019-vcbm", "wu-2019-visworkshop", "wu-2020-tvcg", "wu-2021", "wu-2021-vi", "xmastree2002", "xmastree2005", "ymca", "YOGHOURDJIAN2019", "Zambal-2003-SWA", "zambal-2005-3dact", "Zaufel_2021", "zauner-2013-svkinect", "zechmeister2020", "Zeng_2021", "Zhu-2014-flowvis" ], "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Workgroup&id=vis", "__class": "Workgroup" } ], "url": "https://www.cg.tuwien.ac.at/research/publications/2006/buerger_raphael_2006_3dpoly/", "__class": "Publication" } ]