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Display of Surfaces from Volume Data
IEEE Computer Graphics and Applications
Retrieving and visualizing video
Communications of the ACM
Painterly rendering for video and interaction
NPAR '00 Proceedings of the 1st international symposium on Non-photorealistic animation and rendering
Proceedings of the 2002 ACM SIGGRAPH/Eurographics symposium on Computer animation
Comparative evaluation of visualization and experimental results using image comparison metrics
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ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Automatic Pedestrian Recognition Using Real-time Motion Analysis
ICIAP '97 Proceedings of the 9th International Conference on Image Analysis and Processing-Volume II
Statistical Image Sequence Processing for Temporal Change Detection
Proceedings of the 24th DAGM Symposium on Pattern Recognition
VG '03 Proceedings of the 2003 Eurographics/IEEE TVCG Workshop on Volume graphics
Illumination-Invariant Change Detection
SSIAI '00 Proceedings of the 4th IEEE Southwest Symposium on Image Analysis and Interpretation
Real-Time Motion Estimation and Visualization on Graphics Cards
VIS '04 Proceedings of the conference on Visualization '04
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Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks
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IEEE Transactions on Visualization and Computer Graphics
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IEEE Transactions on Visualization and Computer Graphics
Illustrative Deformation for Data Exploration
IEEE Transactions on Visualization and Computer Graphics
Totalrecall: visualization and semi-automatic annotation of very large audio-visual corpora
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ColorsInMotion: interactive visualization and exploration of video spaces
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GPU-accelerated hierarchical dense correspondence for real-time aerial video processing
WMVC'09 Proceedings of the 2009 international conference on Motion and video computing
Evaluating video visualizations of human behavior
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
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HCII'11 Proceedings of the 1st international conference on Human interface and the management of information: interacting with information - Volume Part II
Temporal magic lens: combined spatial and temporal query and presentation
INTERACT'05 Proceedings of the 2005 IFIP TC13 international conference on Human-Computer Interaction
MovieClouds: content-based overviews and exploratory browsing of movies
Proceedings of the 15th International Academic MindTrek Conference: Envisioning Future Media Environments
Video summagator: an interface for video summarization and navigation
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Knowledge-based out-of-core algorithms for data management in visualization
EUROVIS'06 Proceedings of the Eighth Joint Eurographics / IEEE VGTC conference on Visualization
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State of the Art Report on Video-Based Graphics and Video Visualization
Computer Graphics Forum
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EuroVis'10 Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization
SoundsLike: movies soundtrack browsing and labeling based on relevance feedback and gamification
Proceedings of the 11th european conference on Interactive TV and video
Content-based search overviews and exploratory browsing of movies with MovieClouds
International Journal of Advanced Media and Communication
Web browsing behavior analysis and interactive hypervideo
ACM Transactions on the Web (TWEB)
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Video data, generated by the entertainment industry, security and traffic cameras, video conferencing systems, video emails, and so on, is perhaps most time-consuming to process by human beings. In this paper, we present a novel methodology for "summarizing" video sequences using volume visualization techniques. We outline a system pipeline for capturing videos, extracting features, volume rendering video and feature data, and creating video visualization. We discuss a collection of image comparison metrics, including the linear dependence detector, for constructing "relative" and "absolute" difference volumes that represent the magnitude of variation between video frames. We describe the use of a few volume visualization techniques, including volume scene graphs and spatial transfer functions, for creating video visualization. In particular, we present a stream-based technique for processing and directly rendering video data in real time. With the aid of several examples, we demonstrate the effectiveness of using video visualization to convey meaningful information contained in video sequences.