Fundamentals of digital image processing
Fundamentals of digital image processing
Symmetry of attractors and the Karhunen-Loe`ve decomposition
Trends and perspectives in applied mathematics
Modeling the functional organization of the visual cortex
MSTD '95 Proceedings of the workshop on Measures of spatio-temporal dynamics
Computational steering annotated bibliography
ACM SIGPLAN Notices
In search of information in visual media
Communications of the ACM
Exact time and near-realtime visualization for the experimentalist
NPIV '97 Proceedings of the 1997 workshop on New paradigms in information visualization and manipulation
Theme Editors' Introduction: Advancing Interactive Visualization and Computational Steering
IEEE Computational Science & Engineering
Interactive Virtual Reality in Simulations: Exploring Lag Time
IEEE Computational Science & Engineering
Rapid scene analysis on compressed video
IEEE Transactions on Circuits and Systems for Video Technology
Video visualization for compact presentation and fast browsing of pictorial content
IEEE Transactions on Circuits and Systems for Video Technology
Fast visualization methods for comparing dynamics: a case study in combustion
Proceedings of the conference on Visualization '00
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Fast methods are developed for visualizing and classifying certain types of scientific video data. These techniques, which are based on KL decomposition, find a best coordinate system for a data set. When the data set represents a temporally ordered collection of images, the best coordinate system leads to approximations that are separable in time and space. Practical methods for computing this best coordinate system are discussed and physically significant visualizations for experimental video data are developed. The visualization techniques are applied to two experimental systems驴one from combustion and the other from neurobiology驴to show how relevant information can be quickly extracted from video data. These techniques can be integrated into the video acquisition process to provide real-time feedback to the experimentalist during the operation of an experiment.