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        "title": "Visual Exploration for Parameter Studies of Industrial CT Dataset Series",
        "date": "2008-12",
        "abstract": "This paper proposes comparison and visualization techniques to carry out parameter studies for the special application area of dimensional measurement using 3D X-ray computed tomography~(ICT). A dataset series is generated by scanning a specimen multiple times by varying parameters of an industrial CT device. A high resolution series is explored using our multi-planar reformating (MPR) based exploration system. We present an evaluation system~(multi-image view) and an edge explorer for comparison and visualization of grey values and edges of several datasets simultaneously. Visualization results and quantitative data are displayed side by side. For fast data retrieval and convenient usability we use bricking of the datasets, and efficient data structures. Graphics hardware is used for interactive visualization. We studied the applicability of our proposed visualization techniques in collaboration with our company partners. ",
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    {
        "id": "TR-186-2-08-14",
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        "title": "Smart Linking of 2D and 3D Views in Medical Applications",
        "date": "2008-12",
        "abstract": "This paper presents two techniques for the linking of 2D and 3D views in medical applications. Hereby, the\ngoal is a better integration of 3D volume visualization into the diagnostic workflow. Until now, the main obstacle for a good integration is the time-consuming process to adjust various parameters. The LiveSync interaction metaphor is a new concept to synchronize\n2D slice views and 3D volumetric views of medical data sets. A single intuitive picking interaction on anatomical structures which are detected in 2D slices results in an automatically generated 3D view. To further improve the integration contextual picking is\npresented as a method for the interactive identification of contextual interest points within volumetric data.\nOur results demonstrate how these techniques improve the efficiency to generate diagnostically relevant images\nand how contextual interest points can, e.g., facilitate the highlighting of relevant structures.",
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        "id": "brandstetter-2008-rbf",
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        "title": "Radial Basis Function Networks GPU Based Implementation",
        "date": "2008-12",
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        "issn": "1045-9227",
        "journal": "IEEE Transaction on Neural Network",
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        "volume": "19",
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    {
        "id": "charalambos-thesis_hlod",
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        "title": "HLOD Refinement Driven by Hardware Occlusion Queries",
        "date": "2008-12",
        "abstract": "In order to achieve interactive rendering of complex models comprising several millions\r\nof polygons, the amount of processed data has to be substantially reduced. Level-ofdetail\r\n(LOD) methods allow the amount of data sent to the GPU to be aggressively\r\nreduced at the expense of sacrificing image quality. Hierarchical level-of-detail (HLOD)\r\nmethods have proved particularly capable of interactive visualisation of huge data sets\r\nby precomputing levels-of-detail at different levels of a spatial hierarchy. HLODs support\r\nout-of-core algorithms in a straightforward way and allow an optimal balance between\r\nCPU and GPU load during rendering.\r\nOcclusion culling represents an orthogonal approach for reducing the amount of rendered\r\nprimitives. Occlusion culling methods aim to quickly cull the invisible part of the\r\nmodel and render only its visible part. Most recent methods use hardware occlusion\r\nqueries (HOQs) to achieve this task.\r\nThe effects of HLODs and occlusion culling can be successfully combined. Firstly,\r\nnodes which are completely invisible can be culled. Secondly, HOQ results can be used\r\nfor visible nodes when refining an HLOD model; according to the degree of visibility of a\r\nnode and the visual masking perceptual phenomenon, then it could be determined that\r\nthere would be no gain in the final appearance of the image obtained if the node were\r\nfurther refined. In the latter case, HOQs allow more aggressive culling of the HLOD\r\nhierarchy, further reducing the amount of rendered primitives. However, due to the\r\nlatency between issuing an HOQ and the availability of its result, the direct use of HOQs\r\nfor refinement criteria cause CPU stalls and GPU starvation.\r\nThis thesis introduces a novel error metric, taking visibility information (gathered from\r\nHOQs) as an integral part of refining an HLOD model, this being the first approach\r\nwithin this context to the best of our knowledge. A novel traversal algorithm for HLOD\r\nrefinement is also presented for taking full advantage of the introduced HOQ-based error\r\nmetric. The algorithm minimises CPU stalls and GPU starvation by predicting HLOD\r\nrefinement conditions using spatio-temporal coherence of visibility.\r\nSome properties of the combined approach presented here involve improved performance\r\nhaving the same visual quality (whilst our occlusion culling technique still remained\r\nconservative). Our error metric supports both polygon-based and point-based\r\nHLODs, ensuring full use of HOQ results (our error metrics take full advantage of the\r\ninformation gathered in HOQs). Our traversal algorithm makes full use of the spatial\r\nand temporal coherency inherent in hierarchical representations. Our approach can be\r\nstraightforwardly implemented.",
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        "title": "Domitilla Catacomb Walkthrough - dealing with more than 1 billion points",
        "date": "2008-11",
        "abstract": "Range laser scanning evolved as a means for documenting buildings or archeological excavation sites. Point clouds resulting from these laser scans can consist of hundreds of millions of points. To get a clean model from this vast amount of data needs several person months. Instead we try to visualize the data directly, so archeologists can have a quick overview of the already scanned areas (e.g., during a scanning campaign). The models in our viewer are combined point clouds from several scan positions, and it is possible to add new point clouds to an existing model. We also allow for deleting points from the model. Furthermore we developed a heuristic to estimate point sizes, which enables the viewer to display surfaces as closed objects without a special preprocessing step. For the point size heuristic it suffices to know the positions of the points.",
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        "booktitle": "Proceedings of the 13th International Congress on Cultural Heritage and New Technologies",
        "date_from": "2008-11-03",
        "date_to": "2008-11-05",
        "isbn": "978-3-85161-016-1",
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        "location": "Vienna City Hall",
        "note": "Cultural Heritage & New Technologies",
        "series": "Tagungsreihe \"Kulturelles Erbe und Neue Technologien\" - Workshop \"Archäologie und Computer\"",
        "research_areas": [
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        "keywords": [
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    {
        "id": "Matkovic-2008-Steer",
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        "title": "Interactive Visual Steering – Rapid Visual Prototyping of a Common Rail Injection System",
        "date": "2008-11",
        "abstract": "Interactive steering with visualization has been a common goal of the visualization research community for twenty years,\r\nbut it is rarely ever realized in practice. In this paper we describe a successful realization of a tightly coupled steering loop, integrating\r\nnew simulation technology and interactive visual analysis in a prototyping environment for automotive industry system design. Due\r\nto increasing pressure on car manufacturers to meet new emission regulations, to improve efficiency, and to reduce noise, both simulation\r\nand visualization are pushed to their limits. Automotive system components, such as the powertrain system or the injection\r\nsystem, have an increasing number of parameters, and new design approaches are required. It is no longer possible to optimize\r\nsuch a system solely based on experience or forward optimization. By coupling interactive visualization with the simulation back-end\r\n(computational steering), it is now possible to quickly prototype a new system, starting from a non-optimized initial prototype and the\r\ncorresponding simulation model. The prototyping continues through the refinement of the simulation model, of the simulation parameters\r\nand through trial-and-error attempts to an optimized solution. The ability to early see the first results from a multidimensional\r\nsimulation space — thousands of simulations are run for a multidimensional variety of input parameters — and to quickly go back\r\ninto the simulation and request more runs in particular parameter regions of interest significantly improves the prototyping process\r\nand provides a deeper understanding of the system behavior. The excellent results which we achieved for the common rail injection\r\nsystem strongly suggest that our approach has a great potential of being generalized to other, similar scenarios.",
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        "abstract": "The Harris Matrix - formulated by Dr. Edward C. Harris in 1973 - is the established way of representing the archaeological stratigraphy of an excavation. The Harris Matrix is a sequential diagram defining stratigraphic relations between stratigraphic units. It is an important method to document the stratification that is destroyed by the excavation process and hence a vital tool for stratigraphic analysis. \r\nAlthough the Harris Matrix has become a quasi standard of archaeological stratigraphy, only a few software tools exist to create and edit these diagrams. An evaluation of these tools showed that they do not completely comply with the theory or suffer from poor usability. Therefore we decided to develop a new application addressing these issues, called Harris Matrix Composer (HMC). Dr. Harris was involved in the evaluation of early prototypes to guarantee compliance with his theory. User tests were undertaken to discover and handle usability problems.\r\nThe main component of the HMC is a graph editor with an intuitive graphical user interface for creating and editing a Harris Matrix throughout the entire stratigraphic excavation process. Users add graphical symbols that represent stratigraphic units (either deposits or surfaces) and determine their stratigraphic relations by drawing edges between two such symbols. The application supports valid Harris Matrix creation and indicates invalid units and relations. In addition to stratigraphic relations, temporal relations can be added by drawing special edges or grouping units into periods. Phases define structural relations, like posts or postholes of a dwelling. \r\nThe HMC will be developed into a powerful interface to a GIS system, like ArcGIS to access single surface maps and related databases for visualization and stratigraphic analysis by selecting units of the Harris Matrix. In a similar way it will work together with the point cloud editor SCANOPY to filter these vast data sets.\r\nA trial beta version and further information is available at the web site: www.harrismatrixcomposer.com\r\n",
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        "abstract": "This thesis introduces visibility histograms as a method for analyzing volumetric\r\ndatasets. These histograms show how much the data points within a 3D dataset\r\nthat have the same scalar value influence the image which is created by rendering\r\nthe dataset with a particular transfer function and from a particular viewing\r\ndirection. These histograms can be used to gain insights into the internal structure\r\nof volumetric datasets, in particular information about occlusions. Furthermore,\r\nthe possibility of automatically calculating transfer functions which generate a\r\nparticular visibility histogram when applied to a dataset from a particular viewing\r\ndirection is explored. Two methods which can be used to calculate a matching\r\ntransfer function for a visibility histogram are explained, one of which is based on\r\na genetic algorithm approach, while the other is an heuristic.",
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        "abstract": "This diploma thesis has been set up in collaboration with Re-Compose GmbH and\r\nits founder and managing director, Dr. Stefan Oertl. The main focus was the implementation\r\nof prototype software which connects audio software applications to a\r\nmusic analysis module developed by Re-Compose employee, DI Brigitte Rafael. An audio\r\nhost sequencer and the former mentioned Re-Compose Logic are linked via the\r\nVirtual Studio Technology interface (VST). Music information is exchanged via the\r\nMusical Instrument Digital Interface protocol (MIDI). The prototype employs the Java\r\nNative Interface (JNI) to invoke the Re-Compose analysis module coded in the Java\r\nprogramming language. This paper describes the design and structure of the implemented\r\nRe-Compose prototype and gives a prospect of future challenges.",
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        "title": "Statistical Analysis of Multi-Material Components using Dual Energy CT",
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        "booktitle": "VMV 2008, Vision, Modeling and Visualization",
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        "date_to": "2008-10-10",
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        "title": "Visualization of Myocardial Perfusion Derived from Coronary Anatomy",
        "date": "2008-10",
        "abstract": "Visually assessing the effect of the coronary artery anatomy on the perfusion of the heart muscle in patients with coronary artery disease remains a challenging task. We explore the feasibility of visualizing this effect on perfusion using a numerical approach. We perform a computational simulation of the way blood is perfused throughout the myocardium purely based on information from a three-dimensional anatomical tomographic scan. The results are subsequently visualized using both three-dimensional visualizations and bull's eye plots, partially inspired by approaches currently common in medical practice. Our approach results in a comprehensive visualization of the coronary anatomy that compares well to visualizations commonly used for other scanning technologies. We demonstrate techniques giving detailed insight in blood supply, coronary territories and feeding coronary arteries of a selected region. We demonstrate the advantages of our approach through visualizations that show information which commonly cannot be directly observed in scanning data, such as a separate visualization of the supply from each coronary artery. We thus show that the results of a computational simulation can be effectively visualized and facilitate visually correlating these results to for example perfusion data. ",
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    {
        "id": "haidacher-2008-vcbm",
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        "title": "Information-based Transfer Functions for Multimodal Visualization",
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        "abstract": "Transfer functions are an essential part of volume visualization. In multimodal visualization at least two values\r\nexist at every sample point. Additionally, other parameters, such as gradient magnitude, are often retrieved for\r\neach sample point. To find a good transfer function for this high number of parameters is challenging because of\r\nthe complexity of this task. In this paper we present a general information-based approach for transfer function\r\ndesign in multimodal visualization which is independent of the used modality types. Based on information theory,\r\nthe complex multi-dimensional transfer function space is fused to allow utilization of a well-known 2D transfer\r\nfunction with a single value and gradient magnitude as parameters. Additionally, a quantity is introduced which\r\nenables better separation of regions with complementary information. The benefit of the new method in contrast to\r\nother techniques is a transfer function space which is easy to understand and which provides a better separation\r\nof different tissues. The usability of the new approach is shown on examples of different modalities.",
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        "title": "Delocalized Unsteady Vortex Region Detectors",
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        "title": "Finger Walking in Place (FWIP): a Traveling Technique in Virtual Environments",
        "date": "2008-08",
        "abstract": "In this paper we present a Finger Walking in Place (FWIP)\r\ninteraction technique that allows a user to travel in a virtual world as\r\nher/his bare ¯ngers slide on a multi-touch sensitive surface. Traveling is\r\nbasically realized by translating and rotating the user's viewpoint in the\r\nvirtual world. The user can translate and rotate a viewpoint by mov-\r\ning her/his ¯ngers in place. Currently, our FWIP technique can be used\r\nto navigate in a plane but it can be extended to navigate in the third\r\naxis, so that the user can move to any direction in a 3D virtual world.\r\nSince our FWIP technique only uses bare ¯ngers and a multi-touch de-\r\nvice, ¯nger motions are not precisely detected, especially compared with\r\nthe use of data gloves or similar sensing devices. However, our experi-\r\nments show that FWIP can be used as a novel traveling technique even\r\nwithout accurate motion detection. Our experiment tasks include ¯nding\r\nand reaching the target(s) with FWIP, and the participants successfully\r\ncompleted the tasks. The experiments illustrate our e®orts to make the\r\nFWIP technique robust as a scaled-down walking-in-place locomotion\r\ntechnique, so that it can be used as a reliable traveling technique.",
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        "id": "Matkovic-2008-ComVis",
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        "title": "ComVis: a Coordinated Multiple Views System for Prototyping New Visualization Technology",
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        "abstract": "There is a large number of interactive visualization\r\ntools, however no universal tool exists that covers all relevant\r\naspects for all possible application domains. We have\r\ndeveloped a tool, ComVIs, which was intended to be used\r\nas a research prototype for new visualization techniques.\r\nWe have identified some interesting aspects from developers\r\nand users point of view during tool development. In this\r\npaper we describe lessons learned during the process, and\r\nshare our findings with visualization research community.\r\nExamples at the end prove the usefulness of the developed\r\ntool. One particular example, the concept of families of\r\nfunction graphs and application to analysis of fuel injection\r\nconcludes the paper.",
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        "booktitle": "Proceedings of the 12th International Conference Information Visualisation",
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    {
        "id": "vucini_2008_rnp",
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        "tu_id": null,
        "repositum_id": null,
        "title": "Efficient Reconstruction from Non-uniform Point Sets",
        "date": "2008-07",
        "abstract": "We propose a method for non-uniform reconstruction of 3D scalar data. Typically, radial basis functions, trigonometric polynomials or shift-invariant functions are used in the functional approximation of 3D data. We adopt a variational approach for the reconstruction and rendering of 3D data. The principle idea is based on data fitting via thin-plate splines. An approximation by B-splines offers more compact support for fast reconstruction. We adopt this method for large datasets by introducing a block-based reconstruction approach. This makes the method practical for large data sets. Our reconstruction will be smooth across blocks. We give reconstruction measurements as error estimations based on different parameter settings and also an insight on the computational effort. We show that the block size used in reconstruction has a negligible effect on the reconstruction error. Finally we show rendering results to emphasize the quality of this 3D reconstruction technique.",
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        "title": "Fluid Simulation on the GPU with Complex Obstacles Using the Lattice Boltzmann Method",
        "date": "2008-07",
        "abstract": "Real-time computer graphics and simulation has advanced to a level of realism that was regarded as\r\nunthinkable a few decades ago. However, \r\nuid simulations are still in an infant state for applications that\r\nrequire interactivity. Recent developments in programmability of graphics processing units on current\r\ngraphics cards have enabled researchers to treat these cards as stream co-processors. This class of\r\nprocessors are designed for parallelizable algorithms that do not make heavy use of branching. Algorithms\r\nhaving these properties can be accelerated signi\fcantly compared to implementations on current central\r\nprocessing units. Since grid-based \r\nuid simulations \ft perfectly into this scheme, this has become a\r\nhot topic in research. Various approaches will be presented in order to determine a combination of\r\nalgorithms that can easily be parallelized and allow integrating rigid objects with complex boundaries into\r\na \r\nuid simulation at interactive rates. Additionally, the usage of \r\nuid simulations in computer games will\r\nbe discussed. An underwater pinball game will be introduced as a practical example, highlighting the\r\nconsiderations that have to be taken into account when adding this game element that was previously\r\nimpossible to use.",
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    {
        "id": "SATZER-2008",
        "type_id": "masterthesis",
        "tu_id": null,
        "repositum_id": null,
        "title": "Console Engine Design on the Example of the PlayStation 2 in Comparison to the PC",
        "date": "2008-06",
        "abstract": "3D Graphics are an important part of a lot of software nowadays, ranging from games to\r\nmedical or architectural visualization. Especially games drive the development of more and\r\nmore powerful graphic cards and consoles. The graphics engine is the component of the\r\nsoftware responsible for visual presentation. On consoles the hardware layout is di\u000berent to\r\nthat of a standard PC, thus making it interesting to adapt and optimize a rendering engine\r\nfor a speci\fc hardware con\fguration. The multi-processor technology of the PlayStation\r\n2 with its extensive parallelism is optimal to show the di\u000berences between platforms with\r\na rendering engine prototype.\r\nTo get basic knowledge, an overview of the hardware along with design strategies is given.\r\nThe main di\u000berence to a PC engine is the non-existence of a graphics API like OpenGL\r\nor DirectX. Because of the \fxed hardware layout it is possible to design the engine to \ft\r\nperfectly to the available hardware and optimize it accordingly without any need for compatibility\r\nto di\u000berent hardware settings. To get acceptable performance on the PlayStation\r\n2, various bu\u000bering schemes, as well as the use of the di\u000berent available processing units\r\nare explained and incorporated in the engine design. The PlayStation 2 o\u000bers parallelism\r\nin the rasterizer, which creates the need for synchronization. To achieve this, two di\u000berent\r\ntechniques are explained and a CPU-independent synchronization using the DMA controller\r\nis implemented. The main part of the thesis is the direct comparison between an\r\nengine design for the PlayStation 2 and the PC. This is especially shown on various small\r\ne\u000bects, like motion blur or glow, implemented on the PlayStation 2, exploiting specialized\r\nfeatures available only on this platform, and the PC.\r\nThe engine prototype includes a toolchain for models and textures into a PlayStation 2\r\noptimized format for fast usage. It uses the available Vector Units to shift processing load\r\nfrom the CPU to the other components and makes excessive usage of DMA transfer to\r\nget parallel upload of textures and other data. Various special e\u000bects were implemented to\r\nhelp to point out the di\u000berences between conventional PC hardware and the PlayStation\r\n2.\r\nSumming up, this thesis proposes an engine design for the PlayStation 2 using various\r\nfeatures of this hardware and comparing its possibilities with those of conventional PC\r\nhardware. The thesis is divided into a basic overview of the rendering steps and the hardware\r\nof the PlayStation 2. This is followed by a detailed layout of the design issues for the\r\nengine and a comparison to the PC.",
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    {
        "id": "balabanian-2008-tst",
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        "repositum_id": null,
        "title": "Temporal Styles for Time-Varying Volume Data",
        "date": "2008-06",
        "abstract": "This paper introduces interaction mechanisms for conveying\r\ntemporal characteristics of time-varying volume\r\ndata based on temporal styles. We demonstrate the flexibility\r\nof the new concept through different temporal style\r\ntransfer function types and we define a set of temporal compositors\r\nas operators on them. The data is rendered by a\r\nmulti-volume GPU raycaster that does not require any grid\r\nalignment over the individual time-steps of our data nor a\r\nrectilinear grid structure. The paper presents the applicability\r\nof the new concept on different data sets from partial\r\nto full voxel alignment with rectilinear and curvilinear grid\r\nlayout.",
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        "booktitle": "Proceedings of 3DPVT",
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        "date_to": "2008-06-20",
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        "id": "CADIK-2008-EHD",
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        "title": "Evaluation of HDR Tone Mapping Methods Using Essential Perceptual Attributes",
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        "abstract": "The problem of reproducing high dynamic range images on devices with restricted dynamic range has gained a lot of interest in the computer graphics community. There exist various approaches to this issue, which span several research areas including computer graphics, image processing, color vision, physiological aspects, etc. These approaches assume a thorough knowledge of both the objective and subjective attributes of an image. However, no comprehensive overview and analysis of such attributes has been published so far.\n\nIn this contribution, we present an overview about the effects of basic image attributes in HDR tone mapping. Furthermore, we propose a scheme of relationships between these attributes, leading to the definition of an overall image quality measure. We present results of subjective psychophysical experiments that we have performed to prove the proposed relationship scheme. Moreover, we also present an evaluation of existing tone mapping methods (operators) with regard to these attributes. Finally, the execution of with-reference and without a real reference perceptual experiments gave us the opportunity to relate the obtained subjective results.\n\nOur effort is not just useful to get into the tone mapping field or when implementing a tone mapping method, but it also sets the stage for well-founded quality comparisons between tone mapping methods. By providing good definitions of the different attributes, user-driven or fully automatic comparisons are made possible.\n",
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    {
        "id": "Rautek-2008-IDS",
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        "title": "Interaction-Dependent Semantics for Illustrative Volume Rendering",
        "date": "2008-05",
        "abstract": "In traditional illustration the choice of appropriate styles and rendering techniques is guided by the intention of\nthe artist. For illustrative volume visualizations it is difficult to specify the mapping between the 3D data and the visual representation that preserves the intention of the user. The semantic layers concept establishes this mapping with a linguistic formulation of rules that directly map data features to rendering styles. With semantic layers fuzzy logic is used to evaluate the user defined illustration rules in a preprocessing step.\nIn this paper we introduce interaction-dependent rules that are evaluated for each frame and are therefore computationally more expensive. Enabling interaction-dependent rules, however, allows the use of a new class of semantics, resulting in more expressive interactive illustrations. We show that the evaluation of the fuzzy logic can be done on the graphics hardware enabling the efficient use of interaction-dependent semantics. Further\nwe introduce the flat rendering mode and discuss how different rendering parameters are influenced by the rule\nbase. Our approach provides high quality illustrative volume renderings at interactive frame rates, guided by the\nspecification of illustration rules.",
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    {
        "id": "Trobec-2008-Heart",
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        "repositum_id": null,
        "title": "Visual Analysis of Heart Reinervation after Transplantation",
        "date": "2008-05",
        "abstract": "During heart transplantation complete denervation\r\nof allograft occurs. Partial reinnervation may develop after one\r\nyear or later. It can be detected by different methods i.e., iodine-\r\n123-meta-iodobenziylguanidine (MIBG) scintigraphy, positron\r\nemission tomography (PET), heart rate variability (HRV), etc.\r\nWe propose an alternative noninvasive method based on visual\r\ndiagnostics (VD) and supported by a custom developed tool\r\n(ComVis), which enables interactive visual analysis of large\r\ndata sets by exploiting focus and context (simultaneous local\r\nand global view), multiple coordinated views and advanced\r\ninteraction. Measurements of patients with transplanted heart\r\nare rare and valuable, therefore they should be analyzed in all\r\ndetails. Different statistical characteristics and time series from\r\nECG and respiration measurements from fifteen patients and\r\ntwelve healthy controls have been analyzed using the ComVis\r\ntool. MIBG scintigraphy imaging was included, as well. Heart\r\nto mediastinum ratio (HMR) was used as a measure of the ventricular\r\nreinervation. HRV was analyzed to evaluate sinus node\r\nreinnervation. HRV was synchronized on well defined expiration\r\nmoment and analyzed in time-domain.We will describe some new\r\ndiagnostic results or rules that were deduced from interactive\r\nvisual analysis and may help in the future investigation of heart\r\nreinervation.",
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        "title": "Integrating Volume Visualization Techniques Into Medical Applications",
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        "title": "LiveSync++: Enhancements of an Interaction Metaphor",
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        "abstract": "The LiveSync interaction metaphor allows an efficient and non-intrusive integration of 2D and 3D visualizations in medical workstations. This is achieved by synchronizing the 2D slice view with the volumetric view. The synchronization is initiated by a simple\r\npicking on a structure of interest in the slice view. In this paper we\r\npresent substantial enhancements of the existing concept to improve its usability. First, an efficient parametrization for the derived parameters is presented, which allows hierarchical refinement of the\r\nsearch space for good views. Second, the extraction of the feature of\r\ninterest is performed in a way, which is adapting to the volumetric extent of the feature. The properties of the extracted features are utilized to adjust a predefined transfer function in a feature-enhancing manner. Third, a new interaction mode is presented, which allows the integration of more knowledge about the user-intended visualization, without increasing the interaction effort. Finally, a new clipping technique is integrated, which guarantees an unoccluded view on the structure of interest while keeping important contextual information.",
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        "title": "Parallel Vectors Criteria for Unsteady Flow Vortices",
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        "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.",
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        "abstract": "Terrain rendering has a wide range of applications. It is used in cartography and landscape\r\nplanning as well as in the entertainment sector. Applications that have to render large terrain\r\nare facing the challenge of handling a vast amount of source data. The size of such terrain\r\ndata exceeds the capabilities of current PCs by far.\r\nIn this work an improved terrain rendering technique is introduced. It allows the rendering\r\nof surfaces with an arbitrary basis like the spherical-shaped earth. Our algorithm extends\r\nthe Geometry Clipmaps algorithm, a technique that allows to render very large terrain data\r\nwithout losing performance. This algorithm was developed by Losasso and Hoppe in 2004.\r\nAsirvatham and Hoppe improved this algorithm in 2005 by increasing the utilization of modern\r\ngraphics hardware. Nevertheless both algorithms lack of the ability to render large curved\r\nsurfaces.\r\nOur application overcomes this restriction by using a texture holding 3D points instead of\r\na heightmap. This enables our implementation to render terrain that resides on an arbitrary\r\nbasis. The created mesh is not bound by a regular grid mesh that can only be altered in\r\nz-direction. The drawback of this change of the original geometry clipmap algorithm is the\r\nintroduction of a precision problem that restricts the algorithm to render only a limited area.\r\nThis problem is handled by patching the whole surface with individual acting, geometry\r\nclipmap quads.",
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        "id": "freiler-2008-ste",
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        "date": "2008-03",
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        "booktitle": "IEEE PacificVIS ",
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    {
        "id": "termeer-2008-scmr",
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        "title": "The Volumetric Bulls Eye Plot",
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        "abstract": "Introduction: The bull's eye plot is a commonly used schematic for the visualization of quantitative late enhancement cardiac MRI data. It gives an intuitive overview of the viability of the entire left ventricular myocardium in a single diagram. However, common implementations do not provide a continuous transition between slices and provide poor or no information about the exact location and transmurality of non-viable tissue.\r\nPurpose: We propose a novel visualization technique that relieves the drawbacks of the bull's eye plot but maintains its advantages. Our hypothesis is that our technique will enable a more accurate assessment of the relation between viable and non-viable myocardial tissue (scar).\r\nMethods: Short-axis late enhancement cardiac MRI acquisitions consist of 10-20 slices. We segment the left-ventricular myocardium in all slices using manually drawn contours on both the epicardium and the endocardium. The segmented myocardium is subsequently unfolded along the long axis and reformatted to form a thin cylinder (Figure 1a). In this process myocardial cross-sections are mapped to equidistant rings within this cylinder. The volumetric nature of the myocardium is preserved during the unfolding.\r\nA projection of the cylinder is generated using the technique of volume rendering (Figure 1b). The viewing direction in this projection is oriented from the apex towards the base of the ventricle. This makes the viewer perceive the endocardium to be behind the epicardium. This view is further augmented with the main coronary arteries extracted from a whole heart MRI scan (150 slices, SSFP). Furthermore, two dots indicating the points where the left and right-ventricular myocardial connect are added. A thin slab perpendicular to the long axis within the cylinder can be selected for exclusive rendering, providing a method of visualizing only epicardial or endocardial viability.\r\nTo investigate scar transmurality, the user can select a wedge-shaped region of interest. Figure 1c shows the transmurality of that region by projecting it from its side. The unfolding method is modified for this projection to compensate for distortions due to the shape of the selected region. Since the wall thickness may vary within the region of interest, lines indicating the minimum and maximum wall thickness in the selected region are displayed.\r\nResults: The long-axis projection provides a smooth overview of the viability due to the unfolding method that preserves the continuous, volumetric nature of the myocardium. This also causes the resolution of the diagram to increase when more slices are acquired. The additional context information (i.e., coronary arteries) allows for easier interpretation of the location of any scar. Due to the close relation to the bull's eye plot, we believe that clinical adoption will be easy. The transmurality view provides detailed information on the distribution of scar within the myocardium. The preservation of wall thickness allows for judgment of the location and extent of the scar in relation to healthy tissue.\r\nConclusion: Our novel volumetric bull's eye plot allows for a comprehensive assessment of viability and scar transmurality thanks to its continuous nature and the additional context information provided.\r\n",
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        "title": "Illustrative Visualization of Volume Data",
        "date": "2008",
        "abstract": "Illustrations are essential for the effective communication of complex subjects. Their production, however, is a dicult and expensive task. In recent years, three-dimensional imaging has become a vital tool not\nonly in medical diagnosis and treatment planning, but also in many technical disciplines (e.g., material inspection), biology, and archeology. Modalities such as X-Ray Computed Tomography (CT) and Magnetic\nResonance Imaging (MRI) produce high-resolution volumetric scans on a daily basis. It seems counter-intuitive that even though such a wealth of data is available, the production of an illustration should still\nrequire a mainly manual and time-consuming process.\n\nThis talk describes methods for the computer-assisted generation of illustrations directly from volumetric data using advanced visualization techniques. The use of a direct volume illustration system is shown for this purpose. Instead of requiring an additional modeling step, this system allows the designer of an illustration to work directly on the measured data. Abstraction, a key component of traditional illustrations, is used in order to reduce visual clutter, emphasize important structures, and reveal hidden detail. Low-level abstraction techniques are concerned with the appearance of objects and allow exible artistic shading of structures in volumetric data sets. High-level abstraction techniques control which objects are visible. For this purpose, novel methods for the generation of ghosted and exploded views\nare explained.\n\nThe visualization techniques presented in this talk were developed and implemented by Stefan Bruckner and employ the features of current graphics hardware to achieve interactive performance. The resulting system allows the generation of expressive illustrations directly from volumetric data with applications in medical training, patient education, and scientic communication.",
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