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        "title": "Reconstruction of Shape Boundaries with Multimodal Constrains",
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        "abstract": "Shape primitives are a valuable input for reconstructing 3D models from point clouds. In this paper we present a method for clipping simple shape primitives at reasonable boundaries. The shape primitives, e.g. planes or cylinders, are 2D manifolds which are automatically detected in unstructured point clouds. Shape boundaries are necessary for generating valid 3D models from multiple shape primitives, because shape primitives possibly have dimensions of infinite extent or they are only partially present in the scene. Hints for reasonable boundaries of shape primitives are indicated by different input sources and constraints. Point clouds and range images provide information where shape primitives coincide with measured surface points. Edge detectors offer cues for surface boundaries in color images. The set of shape primitives is analyzed for constraints such as intersections. Due to an iterative approach, intermediate results provide additional constraints such as coplanar boundary points over multiple shape primitives. We present a framework for extracting and optimizing shape boundaries based on the given input data and multiple constraints. Further, we provide a simple user interface for manually adding constraints in order to improve the results. Our approach generates structurally simple 3D models from shape primitives and point clouds. It is useful for reconstructing scenes containing man-made objects, such as buildings, interior scenes, or engineering objects. The application of multiple constraints enables the reconstruction of proper 3D models despite noisy or incomplete point clouds. ",
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                    "hatzinger-2026-baa",
                    "hauer_alex-2013-ba",
                    "havran-2005-egsr",
                    "havran-2005-sccg",
                    "havran-2006-tut",
                    "Hebart-2011-ColorAdjustment",
                    "HECHER-2010-3DS",
                    "hecher-2012-MH",
                    "hecher-2014-MH",
                    "HECHER-2017-HDY",
                    "heinz-2019-psi",
                    "heiss-rfr",
                    "herzberger-2021-cmake",
                    "hofer_kerstin-2023-sketch2model",
                    "hoffer-toth-com",
                    "holom_2025-prj",
                    "Holzer-06-HDR",
                    "Honic_2021",
                    "hornacek-2010-evp",
                    "horvath_imp",
                    "houska-2020-IPGM",
                    "HU-2017-ETM",
                    "huber-2025-esl",
                    "huerbe-2019-BA",
                    "HUMMEL-2001-MSE",
                    "Ilcik_2015_LAY",
                    "ilcik-2010-ps",
                    "ilcik-2011-pmous",
                    "ilcik-2013-cipmi",
                    "ilcik-2013-pmsg",
                    "ilcik-2014-cgbpmi",
                    "ilcik-2016-cmssg",
                    "ILCIK-phdthesis",
                    "ilcikova-thesis",
                    "intel2016",
                    "ioannis-2026-sro",
                    "Ishmukhametov_Denis_2011_EIN",
                    "jafari-2023-avk",
                    "jahrmann_klemens_KFR",
                    "JAHRMANN-2013-IGR",
                    "JAHRMANN-2015-GRASS",
                    "JAHRMANN-2016-IGR",
                    "JAHRMANN-2017-RRTG",
                    "jeschke-05-AIP",
                    "jeschke-05-AIP",
                    "jeschke-05-ARI",
                    "jeschke-05-ISTAR",
                    "jeschke-09-praguetalk",
                    "jeschke-09-rendering",
                    "jeschke-09-solver",
                    "Jeschke-2002-LEM",
                    "Jeschke-2002-LEMA",
                    "Jeschke-2002-TDM",
                    "Jeschke-2002-TDMR",
                    "JESCHKE-2007-ISC",
                    "jeschke-2010-diff",
                    "jeschke-2011-est",
                    "jeschke-2011-esttalk",
                    "jeschke-2011-talkPrague",
                    "Jia-thesis",
                    "Jimenez_SSS_2015",
                    "jira_marcel-2024-baa",
                    "JORDAKIEVA-2017-VFR",
                    "KAFKA-2014-19MRD",
                    "kaipel_nikolas-2025-baa",
                    "kapferer_2021_advancing",
                    "karampekios_anastasios-prj",
                    "Kathi-2018-VRB",
                    "kazda-tmd",
                    "Keilman2022",
                    "kendlbacher-2016",
                    "kenzel_michael_2021_cuda",
                    "kerbl_2019_planet_poster",
                    "kerbl_2021_hdg",
                    "kerbl-2020-improvencoding",
                    "kerbl-2022-cuda",
                    "kerbl-2022-trienc",
                    "kimmersdorfer-2021-mzip",
                    "kimmersdorfer-2024-vcpr",
                    "klaffenboeck-2024-rva",
                    "klaffenboeck-thesis",
                    "KLAUS-2020-PCC",
                    "klein-2020-rtgi",
                    "kment_2008_cc",
                    "knecht_2013_RSM",
                    "knecht_martin_2010_DIR",
                    "knecht_martin_2012_BRDFEstimation",
                    "knecht_martin_2012_RSMR",
                    "knecht_martin_2013_ReflRefrObjsMR",
                    "knecht_martin-2011-FPSPAR",
                    "Knecht_Schwaerzler_2008_ash",
                    "knecht-2007-ao",
                    "knecht-2009-MKN",
                    "knecht-2009-TAS",
                    "knecht-2011-CBCM",
                    "knoetzl_alexander-2025-prj",
                    "koch-2019-PR",
                    "KOCH-2021-GVS",
                    "KOCH-2021-GVSDA",
                    "koenigsberger-2024-msu",
                    "koeppel-2016-baa",
                    "Koeppl-2023-DLO",
                    "koessler-2013-BA",
                    "Kogelnig_Philip-2008-OGC",
                    "kohlhas_jakob-2023-pra",
                    "Kollmann-2015-DoF",
                    "komon-2026-rso",
                    "Komon2022",
                    "konrad-2020-baa",
                    "Kovacs_2017",
                    "kovacs-2023-ttm",
                    "kovacs-2025-pf",
                    "kozonits_marcel-2025-baa",
                    "kralicek_sebastian_baa",
                    "KREUZER-2014-DPA",
                    "KREUZER-2015-DPA",
                    "kreuzer-2016-isf",
                    "KREUZER-2017-PBF",
                    "kristmann-2022-occ",
                    "kristmann-2023-vkl",
                    "KRISTMANN-24-JPG",
                    "kristmann-thesis",
                    "Kroesl_2020_11_09",
                    "Kroesl_Katharina_2016_PPT",
                    "kroesl-2012-rtpm",
                    "kroesl-2017-LiteMaker",
                    "kroesl-2018-DC",
                    "kroesl-2018-TVS",
                    "kroesl-2019-ICthroughVR",
                    "kroesl-2019-MoD",
                    "KROESL-2020-SVI",
                    "kroesl-2020-XREye",
                    "kubicek-2024-baa",
                    "KUE11",
                    "kuehtreiber-2010-ikph",
                    "Kugler-2021",
                    "kusternig-2009-rtr",
                    "laager_florian-2013-camr",
                    "laager_florian-2014-daa",
                    "labschuetz-2010-bms",
                    "labschuetz-2011-rsr",
                    "Lan25",
                    "landauer-2022-kido",
                    "lang_jakob-2022-baa",
                    "Langer_2013_ExactGeom",
                    "lazarevic-tci",
                    "LEHNINGER-2007-SSV",
                    "leimer_2017_rbpesc",
                    "leimer_2020-cag",
                    "leimer_2020-cag",
                    "leimer_2020-cag",
                    "leimer-2013-esopc",
                    "leimer-2014-fsco",
                    "leimer-2016-coan",
                    "leimer-2016-rpe",
                    "leimer-2018-sar",
                    "leimer-2018-sar",
                    "leimer-2023-ecd",
                    "LEOPOLD-2017-ALG",
                    "leopold-2019-vox",
                    "leutschacher_2025_prj",
                    "Liang-2023-TVR",
                    "lipp_markus-2010-DAC",
                    "LIPP-2007-CGA",
                    "LIPP-2008-IEV",
                    "LIPP-2009-PGL",
                    "LIPP-2009-PGL2",
                    "LIPP-2010-PGMS",
                    "lipp-2019-rtxq3",
                    "LIPP-2020-PHD",
                    "lipp-2024-val",
                    "lipp2011a",
                    "liu-2012-tcvd",
                    "Luidolt-2020-DA",
                    "luidolt-2020-lightperceptionVR",
                    "Luksch_2007_RHR",
                    "luksch_2008_asm",
                    "luksch_2020",
                    "LUKSCH-2009-BBC",
                    "LUKSCH-2013-FLM",
                    "LUKSCH-2014-RTR",
                    "LUKSCH-2019-IGI",
                    "Lupu-2026-Cloth",
                    "machacek_christian-2026-prj",
                    "macho_jonas-2024-baa",
                    "MAESTRI-2012-MRW",
                    "manpreet_kainth-2012-rus",
                    "Mantler-06-landscape",
                    "MANTLER-2007-DMBBC",
                    "marek-2011-normalest",
                    "marin-2022-sig",
                    "marin-2022-sigdt",
                    "marin-2023-pic",
                    "marin-2024-dsr",
                    "marin-2024-pcp",
                    "marin-2024-pcp",
                    "marin-2024-rcf",
                    "marin-2024-sing",
                    "marin-2026-sor",
                    "marin-thesis",
                    "markovich_aleksandar-2022-maa",
                    "Martinez-2015-TTB",
                    "maschek-2010-rts",
                    "matt2011",
                    "MATTAUSCH-2006-AVC",
                    "mattausch-2007-iav",
                    "MATTAUSCH-2007-OSP",
                    "mattausch-2008-CHC",
                    "mattausch-2010-tao",
                    "mattausch-2010-var",
                    "Mattausch-2010-vcr",
                    "MATTAUSCH-2012-EOV",
                    "MATTAUSCH-2012-TIS",
                    "MATTAUSCH-2013-FSBE",
                    "MATTAUSCH-2015-CHCRT",
                    "mayer_2011_cipa",
                    "mayer_luiz-2026-baa",
                    "MAYER-2010-MTX",
                    "Mayer-2010-VT",
                    "mayr_patrick_maa",
                    "Mayrhauser-2016-Cnc",
                    "MAYRHAUSER-2016-SCA",
                    "mazza-2012-bakk",
                    "Meier_2024_WIALT",
                    "Meier_2024_WIALT",
                    "MeierStauffer-2013-iihf",
                    "metzger-2024-smv",
                    "micu_2025-prj",
                    "miklautsch_florian-baa",
                    "MOELLINGER-2010-SD",
                    "MORARU-2014-CPD",
                    "mortezapoor-2022-photogrammabot",
                    "Mortezapoor2021ssc",
                    "Muehlbacher_2012_RRM",
                    "Muehlbacher_2012_RTR",
                    "MuehlbacherArbesser-2009-LMDLightcuts",
                    "MUEHLBERGER-2010-AFSM",
                    "mueller-2024-rbt",
                    "mujadzic_iman_baa",
                    "mujadzic-2023-hfp",
                    "murturi_PGG",
                    "musialski_2012_aachen",
                    "musialski_2012_fice",
                    "musialski_2016_sosp",
                    "musialski-2012-icb",
                    "musialski-2012-sur",
                    "Musialski-2013-ipmum",
                    "musialski-2013-prag",
                    "musialski-2013-surcgf",
                    "musialski-2015-ista",
                    "musialski-2015-pixel",
                    "musialski-2015-souos",
                    "musialski-2015-vrvis",
                    "nawrocki-2024-nsr",
                    "negi_ashish-2023-baa",
                    "Neum03CAMR",
                    "Neum04GCM",
                    "neumann-2004-aip",
                    "Neumann-2004-HOB",
                    "neumann-2004-ipm",
                    "neumann-2006-gamma",
                    "neumann-sfd",
                    "Niederreiter_2011_SM",
                    "NIEDERREITER-2010-SIM",
                    "NK_2011",
                    "novak_martin-2018-baa",
                    "Nuernberg-2011-CBO",
                    "ohrhallinger_stefan-2011-001",
                    "ohrhallinger_stefan-2012-mle",
                    "ohrhallinger_stefan-2013-c2d",
                    "ohrhallinger_stefan-2013-smi",
                    "ohrhallinger_stefan-2018-cgf",
                    "ohrhallinger_stefan-2018-pg",
                    "ohrhallinger_stefan-2022-it1",
                    "ohrhallinger_stefan-2022-tut",
                    "ohrhallinger_stefan-2023-con",
                    "ohrhallinger_stefan-2024-inv",
                    "ohrhallinger-2016-sgp",
                    "ohrhallinger-2016-sgp",
                    "ohrhallinger-2021-egs",
                    "ohrhallinger-2022-e2t",
                    "ohrhallinger-stefan-2012-the",
                    "OPPITZ-2017-3DM",
                    "oppitz-2023-ais",
                    "OPPTIZ-2018-IVRL",
                    "OTEPKA-2020-PPC",
                    "ott-rgi",
                    "ott-va",
                    "Pajer-2006-tmcg",
                    "pakkanen-2026-prj",
                    "panfili-2019-VAVR",
                    "panfili-2021-myop",
                    "pangerl_2013_GPD",
                    "papantonakis-2024-rmf",
                    "parakkat-2024-ballmerge",
                    "parakkat-2024-ballmerge",
                    "PARZER-2010-STELL",
                    "PB-VRVis-2018-005",
                    "pegrisch_2018_uvs",
                    "Pel-2026",
                    "PERNDORFER-2015-ECS",
                    "pernsteiner-2022-msh",
                    "pernsteinre_jakob_2020_eechc",
                    "perzi_marvin-2026-baa",
                    "Petersen_Viktoria-2024-SBO",
                    "pezenka_lukas2012-bspcga",
                    "pichler_2022_fro",
                    "pichler_2022_fro",
                    "PIRINGER-2003-HBOQ",
                    "pirraku-f",
                    "piskernik-2010-eud",
                    "pistellato-2023-elp",
                    "PLUCH-2009-ANP",
                    "PODARAS-2017-ACRS",
                    "Podaras-praktikum-2016",
                    "pogrzebacz-2014-gggm",
                    "pogrzebacz-2023-vkl",
                    "pointner_michael-2017-baa",
                    "pointner_simon-2022-maa",
                    "POLLAK-2016-STEREO",
                    "polzer-sog",
                    "pr10",
                    "praeauer-2011-et",
                    "Prast_Stefanie_2013-CLG",
                    "preiner_2010_GIPC",
                    "preiner_2012_AS",
                    "preiner_2012_AS",
                    "Preiner_2019",
                    "PREINER-2009-GIPC",
                    "preiner11IR",
                    "preiner2014clop",
                    "preissegger-2025-vrh",
                    "Preymann-2022-pytamashii",
                    "prieler_11_patchmatch",
                    "prieler_daniel-2013-da",
                    "prieler_daniel-2013-pra",
                    "probst_kolesik_2010_pk10",
                    "probst-2023-para",
                    "proelss-bdp",
                    "prohaska_julia-2023-baa",
                    "prost-2016-molecule",
                    "PROST-2019-RTPAL",
                    "Przemyslaw_Gora_2016_UVU",
                    "PUEYO-2019-SCL",
                    "Purgathofer_2012_IVA",
                    "purgathofer-1988-simple",
                    "purgathofer-2004-asp",
                    "purgathofer-2004-comp",
                    "purgathofer-2004-neue",
                    "purgathofer-2004-real",
                    "purgathofer-2004-some",
                    "Purgathofer-2005-Ros",
                    "Purgathofer-2005-Tub",
                    "Purgathofer-2006-VRVis",
                    "Purgathofer-2009-rus",
                    "purgathofer-2010-cgtrends",
                    "Purgathofer-2014-EurasiaGr",
                    "radax-2008-ir",
                    "RADAX-2010-LOD",
                    "radax-2010-RTL",
                    "Radax2008",
                    "radits_2011_gahdr",
                    "Radwan_2021_Occ",
                    "Radwan-2014-CDR",
                    "Radwan-2017-Occ",
                    "radwan-thesis",
                    "Rainer_2017",
                    "rait_alexius-2021-baa",
                    "Rait2022",
                    "rasch_martina-2013-HDRImage",
                    "rasoulzadeh-2022-strokes2surface",
                    "rasoulzadeh-2024-strokes2surface",
                    "rasoulzadeh-2025-archcomplete",
                    "RAUCH-2011-TMS",
                    "recheis-2009-arr",
                    "REICHHOLF-2023-HRO",
                    "Reichinger-12",
                    "reiher_joerg-2023-pra",
                    "reiher-joerg-2024-daa",
                    "Reimerth_Saskia_2016_RGU",
                    "REINALTER_2010_VIS",
                    "reinwald-2017-baa",
                    "reisinger-2023-iad",
                    "Reisner_2013_RSB",
                    "Reisner_Irene_2013_R3D",
                    "reitsamer-2008-tsud",
                    "reznicek-2020-fpgaray",
                    "richter-2020-ani",
                    "riegler_2020_framework",
                    "roch-2007-rtt",
                    "Roch2006",
                    "Roegner_RHF_2010",
                    "ROEGNER-2014-TUI",
                    "ROEGNER-2015-IBR",
                    "ROESSLER-2012-OGLES",
                    "roth_2021_vdst",
                    "roth_vdi",
                    "roth-2023-vlk",
                    "rozanics-lsf",
                    "rubik_michael-2022-baa",
                    "Rudolf_06_IDM",
                    "rumpelnik_martin_2020_PRM",
                    "rumpelnik_martin_2020_PRM",
                    "Rumpelnik_Martin-2020-NPR",
                    "rumpelnik-2022-vlk",
                    "rumpler_2019_PPC",
                    "Rumpler-2019-PPC",
                    "RUMPLER-2021-VOGL",
                    "rumpler-2023-dcmcm",
                    "S05",
                    "SABADELLO-2006-HEG",
                    "sakai_2013",
                    "SAKAI-2015-EAPI",
                    "sakai-2021-eif",
                    "sakai-2024-asa",
                    "sakai-2025-stater",
                    "sakai-thesis",
                    "santos-2017-dacge",
                    "sari2008mt",
                    "SATZER-2008",
                    "schaffarz_2018-pra",
                    "scharl-master-thesis",
                    "schartmueller_2018_baa",
                    "schaukowitsch-2013-fls",
                    "SCHAUKOWITSCH-2015-REMOTE",
                    "SCHAUKOWITSCH-2015-STELL",
                    "schedl-2012-dof",
                    "schedl-2013-gP4",
                    "schedl-thesis",
                    "schefcik_juergen_2015_baa",
                    "Scheiblauer-2006-DA",
                    "Scheiblauer-2008-DCW",
                    "SCHEIBLAUER-2009-IDCE",
                    "scheiblauer-2011-cag",
                    "scheiblauer-2011-chnt",
                    "scheiblauer-2012-chnt",
                    "scheiblauer-2013-wscg",
                    "SCHEIBLAUER-2015-WFC",
                    "scheiblauer-thesis",
                    "scheiblauer-thesis",
                    "scherzer_2010a",
                    "Scherzer-2007-PCS",
                    "SCHERZER-2008-FSR",
                    "scherzer-2009-isvc",
                    "SCHERZER-2012-TCM",
                    "scherzer-eg2010",
                    "scherzer-thesis",
                    "scherzer2010b",
                    "scherzer2010d",
                    "scherzer2010e",
                    "scherzer2011c",
                    "scherzer2011d",
                    "schmid_andreas_2013-prj",
                    "schneider-sturm-2026-mia",
                    "schober_florian_2012_aspm",
                    "schoerkhuber_dominik-2016-baa",
                    "scholz_2017_bac",
                    "schrammel_sebastian_baa",
                    "schuetz_markus-2013-pra",
                    "SCHUETZ-2014-RRLP",
                    "SCHUETZ-2015-HQP",
                    "SCHUETZ-2016-POT",
                    "schuetz-2018-PPC",
                    "schuetz-2019-CLOD",
                    "schuetz-2019-LCO",
                    "SCHUETZ-2020-MPC",
                    "schuetz-2020-PPC",
                    "SCHUETZ-2021-DISS",
                    "SCHUETZ-2021-PCC",
                    "SCHUETZ-2021-PCC",
                    "SCHUETZ-2022-PCC",
                    "SCHUETZ-2023-LOD",
                    "SCHUETZ-2024-SIMLOD",
                    "schuetz-2025-splatshop",
                    "schulz-faf",
                    "schwaerzler_2018_phd",
                    "schwaerzler-2009-ass",
                    "SCHWAERZLER-2012-FAS",
                    "SCHWAERZLER-2013-FPCSS",
                    "SCHWAERZLER-2017-SBGM",
                    "schwarz-2024-m2m",
                    "Schwengerer_Mathias-2022-BGL",
                    "seczer-2025-vrs",
                    "seidemann-bachelor-2013",
                    "seisenbacher-cyclesafely",
                    "Selig_2005_WRO",
                    "Selig-2007-VegAnim",
                    "Semmelrath-2022-IRS",
                    "seyr-2025-lbt",
                    "SIETZEN-2017-BBO",
                    "silvana_2014",
                    "sippl-2014-fss",
                    "slajcho_levente-baa",
                    "slavtchev-dcd",
                    "Spechtenhauser_Florian_2013_SIU",
                    "spelitz_stefan-2012-CDTFMR",
                    "sperl-2013-BA",
                    "Sperl-praktikum-2016",
                    "spielmann-2006-ner",
                    "spitaler-2015-pbi",
                    "spitaler-afr-2011",
                    "SSMW09",
                    "stappen_SteFAS",
                    "stappen-2019-vrs",
                    "starnberger-cli",
                    "stauss-2025-gfd",
                    "steiner_2016_isad",
                    "steiner_2016_isad",
                    "STEINER-2006-SVC",
                    "steiner-2013-BS",
                    "steiner-2014-da",
                    "steinheber-2024-oto",
                    "steinkellner-2022-dll",
                    "steinkellner-2024-dll",
                    "STEINLECHNER-2019-APS",
                    "steinschauer-2020-baa",
                    "steinschorn-2023-p2m",
                    "steinschorn-2023-p2m",
                    "steinschorn-2025-par",
                    "steinschorn-2025-parameter",
                    "Stingl_2011_RHS",
                    "STINGL-2009-RHS",
                    "Stoll2020",
                    "STREICHER-2022-DSLS",
                    "Streicher-bachelor-2013",
                    "STU-SR-25",
                    "sturl_andreas-caflm",
                    "STURN-2013-LGI",
                    "STURN-2013-LSI",
                    "Sturn-2013-ST",
                    "sturn-thesis",
                    "stutter_david-2012-kft",
                    "subtil-2006-disp",
                    "SUNDSTEDT-2008-ASF",
                    "sundstedt-2013-vag",
                    "szabo_2013_ssrr",
                    "Tanzmeister_2011_I3D",
                    "tatzgern-2020-sst",
                    "telaar_sina-2026-baa",
                    "Thann_2019_01",
                    "themmer-2018-fbx",
                    "thurner-2019-ani",
                    "TK_2011",
                    "tobler02_amrmg",
                    "tobler02_mbpls",
                    "tobler97_hsdasr",
                    "TOMASCHITZ-2020-EP",
                    "TOROMANOFF-2005-ASA",
                    "TR 193-02-2019-4",
                    "TR-186-2-02-04",
                    "TR-186-2-05-05",
                    "TR-186-2-06-02",
                    "TR-186-2-07-01",
                    "TR-186-2-07-09",
                    "TR-186-2-08-09",
                    "TR-186-2-12-01",
                    "Tragust-2012-GMHPC",
                    "Tragust-2014-master-thesis",
                    "traxler-1997-TRA",
                    "trenkwalder-2008-landscape",
                    "trenkwalder-2013-ma",
                    "trenovatz-lpd",
                    "trumpf_stefan_2012",
                    "Tucek_2018",
                    "Tucek_Tom-2016-aai",
                    "tumpach_barbara-pra",
                    "ulschmid-2024-reo",
                    "ulschmid-2025-apc",
                    "ulschmid-phdthesis",
                    "unterguggenberger-2010-cmph",
                    "unterguggenberger-2020-fmvr",
                    "unterguggenberger-2021-msh",
                    "unterguggenberger-2022-vulkan",
                    "unterguggenberger-2023-vaw",
                    "unterguggenberger-2024-fropo",
                    "unterguggenberger-phdthesis",
                    "VASCO-2019-EVR",
                    "vasiljevic-gpc",
                    "VASILJEVS-2018-PMPL",
                    "vis-foa",
                    "VOELKL-2013-RTRS",
                    "voglreiter-2023-tro",
                    "Voglsam_2012_RTR",
                    "Voglsam_2013_RRT",
                    "wagentristl_stefan-2026-baa",
                    "wagner-2024-par",
                    "wallner_2008_ltosd",
                    "WALLNER-2010-CSSAO",
                    "wallner-2015-InfoTheoryPlay",
                    "wallner-2015-ModelingRoutinization",
                    "Wang-2016-BAC",
                    "wang-sifuentes-2018-cgbase",
                    "weber_2008_sh",
                    "WEBER-2012-MIC",
                    "WEBER-2015-PRA",
                    "WEBER-2015-PRA1",
                    "weidlich_2009_REL",
                    "weidlich-2009-dispersion",
                    "weidlich-2009-thesis",
                    "weiner-2010-eud",
                    "weinzierl_2012_iism",
                    "weinzierl_heigl-2017-wh14",
                    "Wenigwieser2007",
                    "werdermann-va",
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    {
        "id": "Reisner_Irene_2013_R3D",
        "type_id": "phdthesis",
        "tu_id": null,
        "repositum_id": null,
        "title": "Reconstruction of 3D Models from Images and Point Clouds with Shape Primitives",
        "date": "2013-02",
        "abstract": "3D models are widely used in different applications, including computer games, planning software, applications for training and simulation, and virtual city maps. For many of these applications it is necessary or at least advantageous, if the virtual 3D models are based on real world scenes and objects. Manual modeling is reserved for experts as it requires extensive skills. For this reason, it is necessary to provide automatic or semi-automatic, easy-to-use techniques for reconstructing 3D objects.\n\nIn this thesis we present methods for reconstructing 3D models of man-made scenes. These scenes can often be approximated with a set of geometric primitives, like planes or cylinders.\nUsing geometric primitives leads to light-weight, low-poly 3D models, which are beneficial for efficient storage and post-processing.\n\nThe applicability of reconstruction algorithms highly depends on the existing input data, the characteristics of the captured objects, and the desired properties of the reconstructed 3D model. For this reason, we present three algorithms that use different input data. It is possible to reconstruct 3D models from just a few photographs or to use a dense point cloud as input.  Furthermore, we present techniques to combine information from both, images and point clouds.\n\nThe image-based reconstruction method is especially designed for environments with homogenous and reflective surfaces where it is difficult to acquire reliable point sets. Therefore we\nuse an interactive application which requires user input. Shape primitives are fit to user-defined segmentations in two or more images.\n\nOur point-based algorithms, on the other hand, provide fully automatic reconstructions. Nevertheless, the automatic computations can be enhanced by manual user inputs for generating\nimproved results. The first point-based algorithm is specialized on reconstructing 3D models of\nbuildings and uses unstructured point clouds as input. The point cloud is segmented into planar regions and converted into 3D geometry.\n\nThe second point-based algorithm additionally supports the reconstruction of interior scenes.\nWhile unstructured point clouds are supported as well, this algorithm specifically exploits the redundancy and visibility information provided by a set of range images. The data is automatically segmented into geometric primitives. Then the shape boundaries are extracted either automatically or interactively.",
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        "authors": [
            {
                "id": 847,
                "drupal_id": 228,
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                "website": "https://www.cg.tuwien.ac.at/staff/IreneReisner-Kollmann",
                "firstname": "Irene",
                "lastname": "Reisner-Kollmann",
                "searchname": "Irene Reisner-Kollmann",
                "is_teacher": false,
                "name": "Irene Reisner-Kollmann",
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                "url": "https://www.cg.tuwien.ac.at/research/publications/show.php?class=Author&id=847",
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                    "cardoso-2021-cost",
                    "cardoso-2022-rtpercept",
                    "cardoso-2024-r-c",
                    "cardoso-thesis",
                    "cech-2023-taa",
                    "celarek_adam-2012-rrmro",
                    "celarek_adam-2019-qelta",
                    "celarek_adam-2019-qelta",
                    "CELAREK-2017-QCL",
                    "CELAREK-2017-QCL",
                    "celarek-2022-gmcn",
                    "celarek-2022-gmcn",
                    "celarek-2022-gmcn",
                    "celarek-thesis",
                    "CHARALAMBOS-2007-HLOD",
                    "charpenay-2013-PR",
                    "charpenay-2014-sgn",
                    "Che-2025",
                    "CHIU-2008-PEN",
                    "clemenz_2019_rosy_fields",
                    "CORNEL-2010-VIS",
                    "CORNEL-2014-AFRS",
                    "CORNEL-2017-FRS",
                    "CORNEL-2019-IVF",
                    "csecsy-fcd",
                    "darovskikh_leonid-2025-prj",
                    "dataset",
                    "dataset-cat",
                    "dataset-chair",
                    "dataset-dragon",
                    "dataset-duck",
                    "dataset-ferris-wheel",
                    "dataset-penguin",
                    "dataset-strauss",
                    "dataset-tramway",
                    "dataset-viennacity",
                    "daubner-2007-HDR",
                    "deak-a3",
                    "deix-2008-rcp",
                    "dellmour-2013-grs",
                    "depner_dennis-2020-baa",
                    "depner_dennis-2022-maa",
                    "Derflinger-2024-RTTW",
                    "Derflinger-2026-RTTW2",
                    "Devlin-2002-STA",
                    "dodik-2017-pcbpt",
                    "Doerflinger-2016-CDV",
                    "Dogangonul-2013-sparkGL",
                    "druml-2010-PFL",
                    "Druml-2013-3DrC",
                    "dusberger-2010-msm",
                    "ecormier-nocca-2025-sls",
                    "eibens-2021-tsgpmg",
                    "eibensteiner-2016-pmg",
                    "eibensteiner-2021-pmcg",
                    "eickmeyer-2027-tcd",
                    "EISEMANN-2011-RTS",
                    "EISEMANN-2012-ERT",
                    "EISEMANN-2013-ERT",
                    "elagrod_ahmed-baa",
                    "Erhardt_2025_Scutes",
                    "Erhardt_Seirlehner-2024-TamashiiIntegration",
                    "erler_2024_ppsurf",
                    "erler_2024_ppsurf",
                    "erler_2024_ppsurf",
                    "erler_2024_ppsurf",
                    "erler_philipp-2016-femfluid-prakt",
                    "erler_philipp-2017-phd",
                    "erler_philipp-2017-phd",
                    "erler_philipp-2017-phd",
                    "ERLER-2017-HVR",
                    "erler-2020-p2s",
                    "erler-2020-p2s",
                    "erler-2020-p2s",
                    "erler-2025-lidarscout",
                    "ERNST-2010-IOOC",
                    "ernst-2013-fif",
                    "ESBERGER-2016-AHO",
                    "ESCHNER-2019-GDT",
                    "fan-2014-scfl",
                    "fan-2014-scfl",
                    "Fauster-06-st",
                    "Felberbauer_2012_AG",
                    "fiedler-2009-php",
                    "fiedler-2022-vlk",
                    "fink-2012-cg1",
                    "fink-2013-cag",
                    "fink-2013-gvp",
                    "Fischer-2018-sssvr",
                    "fitzinger_andreas-daa",
                    "fizimayer-2007-art",
                    "fleiss-2015-da",
                    "forsythe-2016-ccm",
                    "FRAISS-2017-PCU",
                    "fraiss-2019-rtx",
                    "FRAISS-2022-CGMM",
                    "fraissl_niklas-2023-pra",
                    "freude_2020_rs",
                    "Freude_MSc",
                    "FREUDE-2015-phd",
                    "freude-2023-prh",
                    "freude-2023-prh",
                    "freude-2023-sem",
                    "freude-2023-sem",
                    "freude-2025-iso",
                    "freude-2025-iso",
                    "freude-2025-ras",
                    "Fritz-2012",
                    "fruehstueck-2008-gpu",
                    "fuchs_peter-2024-baa",
                    "fuericht_2025_prj",
                    "fuericht_elias-2025-prj",
                    "Fuericht-2026-FPD",
                    "Fuerst_2014_BSc",
                    "Fuerst-2009-dfr",
                    "FUERST-2013-RTWS",
                    "Fuerst-Bachelor-2013",
                    "G_P_06_RFS",
                    "GAHR-2013-AGM",
                    "gamper_2008_or",
                    "GAMPER-2018-OSG",
                    "gamsjaeger-2022-proc",
                    "gangl-2018-cgbase",
                    "GANTNER-2018-ARO",
                    "GANTNER-2019-CRS",
                    "GEBHART-2008-AGV",
                    "gersthofer_2017_COP",
                    "gersthofer-2016-sosob",
                    "geyer_lukas_2015_prj",
                    "geyer_lukas-2014-bat",
                    "geyer-2018-apbf",
                    "giefing_juergen-2013-ba",
                    "GIEGL-2006-QVS",
                    "GIEGL-2007-FVS",
                    "GIEGL-2007-QV1",
                    "GIEGL-2007-UNP",
                    "gilmutdinov-2022-aomlbwug",
                    "glanz-2017-pbrcomparison",
                    "goel-2024-rdr",
                    "goetz_johann-cagmfp",
                    "Goldmann_2011_GPU",
                    "gramegna-rfr",
                    "Grasberger_08_VV",
                    "Grasberger_2008_ISR",
                    "grasberger_2009_CSB",
                    "GRELAUD-2009-EPA",
                    "GRIESHOFER-2018-GOS",
                    "Grisenti-2026-HSHPG",
                    "grosse-2009-avp",
                    "Grossfurtner-2023-paego",
                    "grossmann-2016-baa",
                    "gruber_horst-2019-baa",
                    "Gruber2019",
                    "Guerrero_Paul_2014_EPG",
                    "guerrero-2008-dip",
                    "guerrero-2008-sli",
                    "Guerrero-2014-GRF",
                    "Guerrero-2014-TPS",
                    "guerrero-2015-lsp",
                    "gurtler-2014-ssggm",
                    "Gusenbauer_Matthias_2015_ANM",
                    "Habel_07_xms",
                    "Habel_08_SSH",
                    "Habel_09_PGT",
                    "Habel_09_PGT",
                    "Habel_2007_IAG",
                    "Habel_2007_RTT",
                    "Habel_2009_PhD",
                    "Habel_2012_PSP",
                    "Habel_LSN_2011",
                    "Habel_RAV_2010",
                    "Habel-09-RAT",
                    "Habel-09-THB",
                    "Habel-2010-EIN",
                    "hafner_christian-2013-oflow",
                    "hafner-2015-eigf",
                    "HAFNER-2015-FEM",
                    "hafner-2015-onff",
                    "halbritter-2024-m2m",
                    "hamzic_ademir-baa",
                    "hanko-2019-ani",
                    "HANN_2022_IPT",
                    "harisch-mvs",
                    "Hartl_2006_OgC",
                    "hasbay-2026-tfo",
                    "hatzinger-2026-baa",
                    "hauer_alex-2013-ba",
                    "havran-2005-egsr",
                    "havran-2005-sccg",
                    "havran-2006-tut",
                    "Hebart-2011-ColorAdjustment",
                    "HECHER-2010-3DS",
                    "hecher-2012-MH",
                    "hecher-2014-MH",
                    "HECHER-2017-HDY",
                    "heinz-2019-psi",
                    "heiss-rfr",
                    "herzberger-2021-cmake",
                    "hofer_kerstin-2023-sketch2model",
                    "hoffer-toth-com",
                    "holom_2025-prj",
                    "Holzer-06-HDR",
                    "Honic_2021",
                    "hornacek-2010-evp",
                    "horvath_imp",
                    "houska-2020-IPGM",
                    "HU-2017-ETM",
                    "huber-2025-esl",
                    "huerbe-2019-BA",
                    "HUMMEL-2001-MSE",
                    "Ilcik_2015_LAY",
                    "ilcik-2010-ps",
                    "ilcik-2011-pmous",
                    "ilcik-2013-cipmi",
                    "ilcik-2013-pmsg",
                    "ilcik-2014-cgbpmi",
                    "ilcik-2016-cmssg",
                    "ILCIK-phdthesis",
                    "ilcikova-thesis",
                    "intel2016",
                    "ioannis-2026-sro",
                    "Ishmukhametov_Denis_2011_EIN",
                    "jafari-2023-avk",
                    "jahrmann_klemens_KFR",
                    "JAHRMANN-2013-IGR",
                    "JAHRMANN-2015-GRASS",
                    "JAHRMANN-2016-IGR",
                    "JAHRMANN-2017-RRTG",
                    "jeschke-05-AIP",
                    "jeschke-05-AIP",
                    "jeschke-05-ARI",
                    "jeschke-05-ISTAR",
                    "jeschke-09-praguetalk",
                    "jeschke-09-rendering",
                    "jeschke-09-solver",
                    "Jeschke-2002-LEM",
                    "Jeschke-2002-LEMA",
                    "Jeschke-2002-TDM",
                    "Jeschke-2002-TDMR",
                    "JESCHKE-2007-ISC",
                    "jeschke-2010-diff",
                    "jeschke-2011-est",
                    "jeschke-2011-esttalk",
                    "jeschke-2011-talkPrague",
                    "Jia-thesis",
                    "Jimenez_SSS_2015",
                    "jira_marcel-2024-baa",
                    "JORDAKIEVA-2017-VFR",
                    "KAFKA-2014-19MRD",
                    "kaipel_nikolas-2025-baa",
                    "kapferer_2021_advancing",
                    "karampekios_anastasios-prj",
                    "Kathi-2018-VRB",
                    "kazda-tmd",
                    "Keilman2022",
                    "kendlbacher-2016",
                    "kenzel_michael_2021_cuda",
                    "kerbl_2019_planet_poster",
                    "kerbl_2021_hdg",
                    "kerbl-2020-improvencoding",
                    "kerbl-2022-cuda",
                    "kerbl-2022-trienc",
                    "kimmersdorfer-2021-mzip",
                    "kimmersdorfer-2024-vcpr",
                    "klaffenboeck-2024-rva",
                    "klaffenboeck-thesis",
                    "KLAUS-2020-PCC",
                    "klein-2020-rtgi",
                    "kment_2008_cc",
                    "knecht_2013_RSM",
                    "knecht_martin_2010_DIR",
                    "knecht_martin_2012_BRDFEstimation",
                    "knecht_martin_2012_RSMR",
                    "knecht_martin_2013_ReflRefrObjsMR",
                    "knecht_martin-2011-FPSPAR",
                    "Knecht_Schwaerzler_2008_ash",
                    "knecht-2007-ao",
                    "knecht-2009-MKN",
                    "knecht-2009-TAS",
                    "knecht-2011-CBCM",
                    "knoetzl_alexander-2025-prj",
                    "koch-2019-PR",
                    "KOCH-2021-GVS",
                    "KOCH-2021-GVSDA",
                    "koenigsberger-2024-msu",
                    "koeppel-2016-baa",
                    "Koeppl-2023-DLO",
                    "koessler-2013-BA",
                    "Kogelnig_Philip-2008-OGC",
                    "kohlhas_jakob-2023-pra",
                    "Kollmann-2015-DoF",
                    "komon-2026-rso",
                    "Komon2022",
                    "konrad-2020-baa",
                    "Kovacs_2017",
                    "kovacs-2023-ttm",
                    "kovacs-2025-pf",
                    "kozonits_marcel-2025-baa",
                    "kralicek_sebastian_baa",
                    "KREUZER-2014-DPA",
                    "KREUZER-2015-DPA",
                    "kreuzer-2016-isf",
                    "KREUZER-2017-PBF",
                    "kristmann-2022-occ",
                    "kristmann-2023-vkl",
                    "KRISTMANN-24-JPG",
                    "kristmann-thesis",
                    "Kroesl_2020_11_09",
                    "Kroesl_Katharina_2016_PPT",
                    "kroesl-2012-rtpm",
                    "kroesl-2017-LiteMaker",
                    "kroesl-2018-DC",
                    "kroesl-2018-TVS",
                    "kroesl-2019-ICthroughVR",
                    "kroesl-2019-MoD",
                    "KROESL-2020-SVI",
                    "kroesl-2020-XREye",
                    "kubicek-2024-baa",
                    "KUE11",
                    "kuehtreiber-2010-ikph",
                    "Kugler-2021",
                    "kusternig-2009-rtr",
                    "laager_florian-2013-camr",
                    "laager_florian-2014-daa",
                    "labschuetz-2010-bms",
                    "labschuetz-2011-rsr",
                    "Lan25",
                    "landauer-2022-kido",
                    "lang_jakob-2022-baa",
                    "Langer_2013_ExactGeom",
                    "lazarevic-tci",
                    "LEHNINGER-2007-SSV",
                    "leimer_2017_rbpesc",
                    "leimer_2020-cag",
                    "leimer_2020-cag",
                    "leimer_2020-cag",
                    "leimer-2013-esopc",
                    "leimer-2014-fsco",
                    "leimer-2016-coan",
                    "leimer-2016-rpe",
                    "leimer-2018-sar",
                    "leimer-2018-sar",
                    "leimer-2023-ecd",
                    "LEOPOLD-2017-ALG",
                    "leopold-2019-vox",
                    "leutschacher_2025_prj",
                    "Liang-2023-TVR",
                    "lipp_markus-2010-DAC",
                    "LIPP-2007-CGA",
                    "LIPP-2008-IEV",
                    "LIPP-2009-PGL",
                    "LIPP-2009-PGL2",
                    "LIPP-2010-PGMS",
                    "lipp-2019-rtxq3",
                    "LIPP-2020-PHD",
                    "lipp-2024-val",
                    "lipp2011a",
                    "liu-2012-tcvd",
                    "Luidolt-2020-DA",
                    "luidolt-2020-lightperceptionVR",
                    "Luksch_2007_RHR",
                    "luksch_2008_asm",
                    "luksch_2020",
                    "LUKSCH-2009-BBC",
                    "LUKSCH-2013-FLM",
                    "LUKSCH-2014-RTR",
                    "LUKSCH-2019-IGI",
                    "Lupu-2026-Cloth",
                    "machacek_christian-2026-prj",
                    "macho_jonas-2024-baa",
                    "MAESTRI-2012-MRW",
                    "manpreet_kainth-2012-rus",
                    "Mantler-06-landscape",
                    "MANTLER-2007-DMBBC",
                    "marek-2011-normalest",
                    "marin-2022-sig",
                    "marin-2022-sigdt",
                    "marin-2023-pic",
                    "marin-2024-dsr",
                    "marin-2024-pcp",
                    "marin-2024-pcp",
                    "marin-2024-rcf",
                    "marin-2024-sing",
                    "marin-2026-sor",
                    "marin-thesis",
                    "markovich_aleksandar-2022-maa",
                    "Martinez-2015-TTB",
                    "maschek-2010-rts",
                    "matt2011",
                    "MATTAUSCH-2006-AVC",
                    "mattausch-2007-iav",
                    "MATTAUSCH-2007-OSP",
                    "mattausch-2008-CHC",
                    "mattausch-2010-tao",
                    "mattausch-2010-var",
                    "Mattausch-2010-vcr",
                    "MATTAUSCH-2012-EOV",
                    "MATTAUSCH-2012-TIS",
                    "MATTAUSCH-2013-FSBE",
                    "MATTAUSCH-2015-CHCRT",
                    "mayer_2011_cipa",
                    "mayer_luiz-2026-baa",
                    "MAYER-2010-MTX",
                    "Mayer-2010-VT",
                    "mayr_patrick_maa",
                    "Mayrhauser-2016-Cnc",
                    "MAYRHAUSER-2016-SCA",
                    "mazza-2012-bakk",
                    "Meier_2024_WIALT",
                    "Meier_2024_WIALT",
                    "MeierStauffer-2013-iihf",
                    "metzger-2024-smv",
                    "micu_2025-prj",
                    "miklautsch_florian-baa",
                    "MOELLINGER-2010-SD",
                    "MORARU-2014-CPD",
                    "mortezapoor-2022-photogrammabot",
                    "Mortezapoor2021ssc",
                    "Muehlbacher_2012_RRM",
                    "Muehlbacher_2012_RTR",
                    "MuehlbacherArbesser-2009-LMDLightcuts",
                    "MUEHLBERGER-2010-AFSM",
                    "mueller-2024-rbt",
                    "mujadzic_iman_baa",
                    "mujadzic-2023-hfp",
                    "murturi_PGG",
                    "musialski_2012_aachen",
                    "musialski_2012_fice",
                    "musialski_2016_sosp",
                    "musialski-2012-icb",
                    "musialski-2012-sur",
                    "Musialski-2013-ipmum",
                    "musialski-2013-prag",
                    "musialski-2013-surcgf",
                    "musialski-2015-ista",
                    "musialski-2015-pixel",
                    "musialski-2015-souos",
                    "musialski-2015-vrvis",
                    "nawrocki-2024-nsr",
                    "negi_ashish-2023-baa",
                    "Neum03CAMR",
                    "Neum04GCM",
                    "neumann-2004-aip",
                    "Neumann-2004-HOB",
                    "neumann-2004-ipm",
                    "neumann-2006-gamma",
                    "neumann-sfd",
                    "Niederreiter_2011_SM",
                    "NIEDERREITER-2010-SIM",
                    "NK_2011",
                    "novak_martin-2018-baa",
                    "Nuernberg-2011-CBO",
                    "ohrhallinger_stefan-2011-001",
                    "ohrhallinger_stefan-2012-mle",
                    "ohrhallinger_stefan-2013-c2d",
                    "ohrhallinger_stefan-2013-smi",
                    "ohrhallinger_stefan-2018-cgf",
                    "ohrhallinger_stefan-2018-pg",
                    "ohrhallinger_stefan-2022-it1",
                    "ohrhallinger_stefan-2022-tut",
                    "ohrhallinger_stefan-2023-con",
                    "ohrhallinger_stefan-2024-inv",
                    "ohrhallinger-2016-sgp",
                    "ohrhallinger-2016-sgp",
                    "ohrhallinger-2021-egs",
                    "ohrhallinger-2022-e2t",
                    "ohrhallinger-stefan-2012-the",
                    "OPPITZ-2017-3DM",
                    "oppitz-2023-ais",
                    "OPPTIZ-2018-IVRL",
                    "OTEPKA-2020-PPC",
                    "ott-rgi",
                    "ott-va",
                    "Pajer-2006-tmcg",
                    "pakkanen-2026-prj",
                    "panfili-2019-VAVR",
                    "panfili-2021-myop",
                    "pangerl_2013_GPD",
                    "papantonakis-2024-rmf",
                    "parakkat-2024-ballmerge",
                    "parakkat-2024-ballmerge",
                    "PARZER-2010-STELL",
                    "PB-VRVis-2018-005",
                    "pegrisch_2018_uvs",
                    "Pel-2026",
                    "PERNDORFER-2015-ECS",
                    "pernsteiner-2022-msh",
                    "pernsteinre_jakob_2020_eechc",
                    "perzi_marvin-2026-baa",
                    "Petersen_Viktoria-2024-SBO",
                    "pezenka_lukas2012-bspcga",
                    "pichler_2022_fro",
                    "pichler_2022_fro",
                    "PIRINGER-2003-HBOQ",
                    "pirraku-f",
                    "piskernik-2010-eud",
                    "pistellato-2023-elp",
                    "PLUCH-2009-ANP",
                    "PODARAS-2017-ACRS",
                    "Podaras-praktikum-2016",
                    "pogrzebacz-2014-gggm",
                    "pogrzebacz-2023-vkl",
                    "pointner_michael-2017-baa",
                    "pointner_simon-2022-maa",
                    "POLLAK-2016-STEREO",
                    "polzer-sog",
                    "pr10",
                    "praeauer-2011-et",
                    "Prast_Stefanie_2013-CLG",
                    "preiner_2010_GIPC",
                    "preiner_2012_AS",
                    "preiner_2012_AS",
                    "Preiner_2019",
                    "PREINER-2009-GIPC",
                    "preiner11IR",
                    "preiner2014clop",
                    "preissegger-2025-vrh",
                    "Preymann-2022-pytamashii",
                    "prieler_11_patchmatch",
                    "prieler_daniel-2013-da",
                    "prieler_daniel-2013-pra",
                    "probst_kolesik_2010_pk10",
                    "probst-2023-para",
                    "proelss-bdp",
                    "prohaska_julia-2023-baa",
                    "prost-2016-molecule",
                    "PROST-2019-RTPAL",
                    "Przemyslaw_Gora_2016_UVU",
                    "PUEYO-2019-SCL",
                    "Purgathofer_2012_IVA",
                    "purgathofer-1988-simple",
                    "purgathofer-2004-asp",
                    "purgathofer-2004-comp",
                    "purgathofer-2004-neue",
                    "purgathofer-2004-real",
                    "purgathofer-2004-some",
                    "Purgathofer-2005-Ros",
                    "Purgathofer-2005-Tub",
                    "Purgathofer-2006-VRVis",
                    "Purgathofer-2009-rus",
                    "purgathofer-2010-cgtrends",
                    "Purgathofer-2014-EurasiaGr",
                    "radax-2008-ir",
                    "RADAX-2010-LOD",
                    "radax-2010-RTL",
                    "Radax2008",
                    "radits_2011_gahdr",
                    "Radwan_2021_Occ",
                    "Radwan-2014-CDR",
                    "Radwan-2017-Occ",
                    "radwan-thesis",
                    "Rainer_2017",
                    "rait_alexius-2021-baa",
                    "Rait2022",
                    "rasch_martina-2013-HDRImage",
                    "rasoulzadeh-2022-strokes2surface",
                    "rasoulzadeh-2024-strokes2surface",
                    "rasoulzadeh-2025-archcomplete",
                    "RAUCH-2011-TMS",
                    "recheis-2009-arr",
                    "REICHHOLF-2023-HRO",
                    "Reichinger-12",
                    "reiher_joerg-2023-pra",
                    "reiher-joerg-2024-daa",
                    "Reimerth_Saskia_2016_RGU",
                    "REINALTER_2010_VIS",
                    "reinwald-2017-baa",
                    "reisinger-2023-iad",
                    "Reisner_2013_RSB",
                    "Reisner_Irene_2013_R3D",
                    "reitsamer-2008-tsud",
                    "reznicek-2020-fpgaray",
                    "richter-2020-ani",
                    "riegler_2020_framework",
                    "roch-2007-rtt",
                    "Roch2006",
                    "Roegner_RHF_2010",
                    "ROEGNER-2014-TUI",
                    "ROEGNER-2015-IBR",
                    "ROESSLER-2012-OGLES",
                    "roth_2021_vdst",
                    "roth_vdi",
                    "roth-2023-vlk",
                    "rozanics-lsf",
                    "rubik_michael-2022-baa",
                    "Rudolf_06_IDM",
                    "rumpelnik_martin_2020_PRM",
                    "rumpelnik_martin_2020_PRM",
                    "Rumpelnik_Martin-2020-NPR",
                    "rumpelnik-2022-vlk",
                    "rumpler_2019_PPC",
                    "Rumpler-2019-PPC",
                    "RUMPLER-2021-VOGL",
                    "rumpler-2023-dcmcm",
                    "S05",
                    "SABADELLO-2006-HEG",
                    "sakai_2013",
                    "SAKAI-2015-EAPI",
                    "sakai-2021-eif",
                    "sakai-2024-asa",
                    "sakai-2025-stater",
                    "sakai-thesis",
                    "santos-2017-dacge",
                    "sari2008mt",
                    "SATZER-2008",
                    "schaffarz_2018-pra",
                    "scharl-master-thesis",
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                    "Zusag-2017-Bach"
                ],
                "url": "https://www.cg.tuwien.ac.at/research/projects/VRVis",
                "__class": "Project"
            }
        ],
        "url": "https://www.cg.tuwien.ac.at/research/publications/2010/reisner-2010-1dh/",
        "__class": "Publication"
    }
]
