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Classification of gothic and baroque architectural elements

Classification of gothic and baroque architectural elements

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International Conference on Systems, Signals and Image Processing, IWSSIP

作者： Gayane Shalunts Yll Haxhimusa Robert Sablatnig Institute of Computer Aided Automation Computer Vision Laboratory University of Technology Vienna Austria Institute of Computer Graphics and Algorithms Pattern Recognition and Image Processing Lab University of Technology Vienna Austria

Architectural elements are the components and details of buildings. Their unique set, combination, design, construction technique form the architectural style of buildings. Building facade classification by architectural styles is viewed as a task of classifying separate architectural structural elements. In the scope of building facade architectural style classification the current paper targets the problem of classification of Gothic and Baroque architectural elements called tracery, pediment and balustrade. Since certain gradient directions dominate on the shape of each architectural element, discrimination between dominating gradients means classification of architectural elements and thus architectural styles. We use local features to describe gradient directions. Our approach is based on clustering and learning of local features and yields a high classification rate.

关键词： Shape Three dimensional displays Visualization computer vision Histograms Windows

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Partial generalized correlation for hyperspectral data

Partial generalized correlation for hyperspectral data

引用

IEEE Symposium on Computational Intelligence and Data Mining

作者： Strickert, Marc labitzke, Björn Blanz, Volker Institute of Vision and Graphics University of Siegen Germany Computer Graphics Group University of Siegen Germany Media Systems Lab University of Siegen Germany

ISBN: (纸本)9781424499274

A variational approach is proposed for the unsupervised assessment of attribute variability of high-dimensional data given a differentiable similarity measure. The key question addressed is how much each data attribute contributes to an optimum transformation of vectors for reaching maximum similarity. This question is formalized and solved in a mathematically rigorous optimization framework for each data pair of interest. Trivially, for the Euclidean metric minimization to zero distance induces highest vector similarity, but in case of the linear Pearson correlation measure the highest similarity of one is desired. During optimization the not necessarily symmetric trajectories between two vectors are recorded and analyzed in terms of attribute changes and line integral. The proposed formalism allows to assess partial covariance and correlation characteristics of data attributes for vectors being compared by any differentiable similarity measure. Its potential for generating alternative and localized views such as for contrast enhancement is demonstrated for hyperspectral images from the remote sensing domain. © 2011 IEEE.

关键词： Vectors

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An interactive augmented reality coloring book 11

An interactive augmented reality coloring book

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SIGGRAPH Asia 2011 Emerging Technologies, SA'11

作者： Clark, Adrian Dünser, Andreas Grasset, Raphaël HIT Lab. NZ University of Canterbury Christchurch New Zealand Institute for Computer Graphics and Vision Graz University of Technology Austria

Creating entertaining and educational books not only requires providing visually stimulating content but also means for students to interact, create, and express themselves.

ISBN: (纸本)9781450311366

Creating entertaining and educational books not only requires providing visually stimulating content but also means for students to interact, create, and express themselves.

关键词： Interactive computer graphics

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Architectural style classification of building facade windows

Architectural style classification of building facade window...

引用

7th International Symposium on Visual Computing, ISVC 2011

作者： Shalunts, Gayane Haxhimusa, Yll Sablatnig, Robert Institute of Computer Aided Automation Computer Vision Lab. Vienna University of Technology Austria Institute of Computer Graphics and Algorithms Pattern Recongition and Image Processing Lab. Vienna University of Technology Austria

Building facade classification by architectural styles allows categorization of large databases of building images into semantic categories belonging to certain historic periods, regions and cultural influences. Image databases sorted by architectural styles permit effective and fast image search for the purposes of content-based image retrieval, 3D reconstruction, 3D city-modeling, virtual tourism and indexing of cultural heritage buildings. Building facade classification is viewed as a task of classifying separate architectural structural elements, like windows, domes, towers, columns, etc, as every architectural style applies certain rules and characteristic forms for the design and construction of the structural parts mentioned. In the context of building facade architectural style classification the current paper objective is to classify the architectural style of facade windows. Typical windows belonging to Romanesque, Gothic and Renaissance/Baroque European main architectural periods are classified. The approach is based on clustering and learning of local features, applying intelligence that architects use to classify windows of the mentioned architectural styles in the training stage. © 2011 Springer-Verlag.

关键词： Semantics

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Importance-driven compositing window management 11

Importance-driven compositing window management

引用

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

作者： Waldner, Manuela Steinberger, Markus Grasset, Raphael Schmalstieg, Dieter Institute for Computer Graphics and Vision Graz University of Technology Graz Austria HIT Lab. NZ University of Canterbury Christchurch New Zealand

ISBN: (纸本)9781450302289

In this paper we present importance-driven compositing window management, which considers windows not only as basic rectangular shapes but also integrates the importance of the windows' content using a bottom-up visual attention model. Based on this information, importance-driven compositing optimizes the spatial window layout for maximum visibility and interactivity of occluded content in combination with see-through windows. We employ this technique for emerging window manager functions to minimize information overlap caused by popping up windows or floating toolbars and to improve the access to occluded window content. An initial user study indicates that our technique provides a more effective and satisfactory access to occluded information than the well-adopted Alt+Tab window switching technique and see-through windows without optimized spatial layout. Copyright 2011 ACM.

关键词： Behavioral research

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Realistic simulation of human contrast perception after headlight glares in driving simulations 11

Realistic simulation of human contrast perception after head...

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8th Annual Symposium on Applied Perception in graphics and Visualization, APGV 2011

作者： Meyer, B. Gonter, M. Grunert, C. Thomschke, S. Vollrath, M. Magnor, M. Computer Graphics Lab. TU Braunschweig Mühlenpfordtstr. 23 38106 Braunschweig Germany Volkswagen AG Konzernforschung Hermann-Münch-Str. 1 38440 Wolfsburg Germany Volkswagen AG Research and Development Lighting and Vision Letterbox 011/15820 38436 Wolfsburg Germany Cognitive Psychology TU Braunschweig Gaussstr. 23 38106 Braunschweig Germany

ISBN: (纸本)9781450308892

The aim of this work is to enable the simulation of the experience of short-time glare effects in a driving simulator by adjusting the display contrast according to human perception. The simulation is displayed on a standard LDR-monitor under of- fice conditions and the prevailing illumination is incorporated. As contrast perception is highly subjective, a psychophysical experi- ment was performed under realistic night driving conditions, in- cluding background illumination as well as a representative driving situation to permit realistic driving behavior.

关键词： Glare

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Zooming interfaces for augmented reality browsers

Zooming interfaces for augmented reality browsers

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12th International Conference on Human-computer Interaction with Mobile Devices and Services, Mobile HCI2010

作者： Alessandro, Mulloni Dünser, Andreas Schmalstieg, Dieter Institute for Computer Graphics and Vision Graz University of Technology Inffeldgasse 16 8010 Graz Austria HIT Lab. NZ University of Canterbury Private Bag 4800 Christchurch New Zealand

ISBN: (纸本)9781605588353

Augmented Reality combines real world and virtual information in interactive visualizations. Since phones started integrating GPS, compass and accelerometer, several Augmented Reality browsers for phones have hit the market. These are applications that access large amounts of geo-referenced information from online sources and present it at corresponding physical locations, superimposed onto a live video stream. However, Augmented Reality is constrained by the camera's field of view and restricted to first- person views, limiting the amount of overview that users can gain. We present two zooming interfaces that compensate for these constraints by enabling users to smoothly zoom between the Augmented Reality view and (1) an egocentric panoramic view of 360°, and (2) an exocentric top-down view. We present the results from two studies that show how in most search tasks our zooming interfaces are faster and require less panning than an overlay- based tool, scaling better as the amount of information grows. © 2010 ACM.

关键词： Augmented reality

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Paramidal multi-view PBR: A point-based algorithm for multi-view multi-resolution rendering of large data sets from range images

Paramidal multi-view PBR: A point-based algorithm for multi-...

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4th International Conference on computer graphics Theory and Applications, GRAPP 2009

作者： Farooq, Sajid Siebert, J.Paul Computer Vision and Graphics Lab Dept of Computer Science University of Glasgow Glasgow United Kingdom

ISBN: (纸本)9789898111678

This paper describes a new Point-Based-Rendering technique that is parsimonious with the rypically large data-sets captured by stereo-based, multi-view,3D imaging devices for clinical *** approach is based on image pyramids and exploits the implicit topology relations found in range images, but not in unstructured 3D point-could representations. An overvievv of our proposed PBR-based system for visualisation, manipulation, integration and analysis of sets of range images at native resolution is presented along with initial multi-view rendering results.

关键词： Stereo image processing

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On the problem of determination of spring stiffness parameters for spring-mesh models

On the problem of determination of spring stiffness paramete...

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Medicine Meets Virtual Reality 16 - Parallel, Combinatorial, Convergent: NextMed by Design, MMVR 2008

作者： Quang Huy Viet, Huynh Hirai, Shinichi Shirai, Yoshiaki Yamaguchi, Satoshi Tanaka, Hiromi T. Kawasaki, Hiroshi Kawai, Yukiko Computer Vision and Graphics Laboratory Department of Information and Computer Science Saitama University Saitama Japan Laboratory for Integrated Machine Intelligence Department of Robotics Ritsumeikan University Kusatsu Japan Computer Vision Lab. Department of Human and Computer Intelligence Ritsumeikan University Kusatsu Japan Kawai Lab. Department of Computer Science Kyoto Sangyo University Kyoto Japan

ISBN: (纸本)9781586038229

On account of having real-time behavior and being easy to implement, spring meshes have been used for modeling deformable objects. Determining spring stiffness parameters for simulation of soft objects with high accuracy still remains a challenge. Allen Van Gelder derived an approximate formula for determining spring stiffness parameters based on strain analysis. Even though the experimental result showed the effectiveness, the method has not been investigated from a quantitative point of view. In this paper we propose a quantitative method for determining spring stiffness parameters. Moreover we propose a method to improve the accuracy by way of introducing torsional spring into the conventional spring mesh model. © 2008 The authors. All rights reserved.

关键词： Stiffness matrix

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Graph theoretical framework for simultaneously integrating visual and textual features for efficient web image clustering 08

Graph theoretical framework for simultaneously integrating v...

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17th International Conference on World Wide Web 2008, WWW'08

作者： Rege, Manjeet Dong, Ming Hua, Jing Machine Vision Pattern Recognition Lab. Department ot Computer Science Wayne State University Detroit MI 48202 United States Graphics and Imaging Lab. Department ot Computer Science Wayne State University Detroit MI 48202 United States

ISBN: (纸本)9781605580852

With the explosive growth of Web and the recent development in digital media technology, the number of images on the Web has grown tremendously. Consequently, Web image clustering has emerged as an important application. Some of the initial efforts along this direction revolved around clustering Web images based on the visual features of images or textual features by making use of the text surrounding the images. However, not much work has been done in using multimodal information for clustering Web images. In this paper, we propose a graph theoretical framework for simultaneously integrating visual and textual features for efficient Web image clustering. Specifically, we model visual features, images and words from surrounding text using a tripartite graph. Partitioning this graph leads to clustering of the Web images. Although, graph partitioning approach has been adopted before, the main contribution of this work lies in a new algorithm that we propose - Consistent Isoperimetric High-order Co-clustering (CIHC), for partitioning the tripartite graph. Computationally, CIHC is very quick as it requires a simple solution to a sparse system of linear equations. Our theoretical analysis and extensive experiments performed on real Web images demonstrate the performance of CIHC in terms of the quality, efficiency and scalability in partitioning the visual feature-image-word tripartite graph.

关键词： Digital storage

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