Computational Analysis of Visual Motion

Image motion processing is important to machine vision systems because it can lead to the recovery of 3D structure and motion. Author Amar Mitiche offers a comprehensive mathematical treatment of this key subject in visual systems research.

Computational Analysis of Visual Motion

Image motion processing is important to machine vision systems because it can lead to the recovery of 3D structure and motion. Author Amar Mitiche offers a comprehensive mathematical treatment of this key subject in visual systems research. Mitiche examines the interpretation of point correspondences as well as the interpretation of straight line correspondences and optical flow. In addition, the author considers interpretation by knowledge-based systems and presents the relevant mathematical basis for 3D interpretation.

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Computational Analysis of Visual Motion
Language: en
Pages: 236
Authors: Amar Mitiche
Categories: Computers
Type: BOOK - Published: 2013-06-29 - Publisher: Springer Science & Business Media

Image motion processing is important to machine vision systems because it can lead to the recovery of 3D structure and motion. Author Amar Mitiche offers a comprehensive mathematical treatment of this key subject in visual systems research. Mitiche examines the interpretation of point correspondences as well as the interpretation of
Computer Vision Analysis of Image Motion by Variational Methods
Language: en
Pages: 207
Authors: Amar Mitiche, J.K. Aggarwal
Categories: Technology & Engineering
Type: BOOK - Published: 2013-09-05 - Publisher: Springer Science & Business Media

This book presents a unified view of image motion analysis under the variational framework. Variational methods, rooted in physics and mechanics, but appearing in many other domains, such as statistics, control, and computer vision, address a problem from an optimization standpoint, i.e., they formulate it as the optimization of an
The Analysis of Visual Motion
Language: en
Pages: 60
Authors: Ellen Catherine Hildreth, Massachusetts Institute of Technology. Artificial Intelligence Laboratory, Christof Koch, MASSACHUSETTS INST OF TECH CAMBRIDGE ARTIFICIAL INTELLIGENCE LAB., Whitaker College of Health Sciences, Technology, and Management. Center for Biological Information Processing
Categories: Technology & Engineering
Type: BOOK - Published: 1986 - Publisher:

This paper reviews a number of aspects of visual motion analysis in biological systems, from a computational perspective. We illustrate the kinds of insights that have been gained through computational studies and how those observations can be integrated with experimental studies from psychology and the neurosciences, to understand the particular
Behavioral and Computational Analysis of Human Biological Motion Perception
Language: en
Pages: 100
Authors: Steven Matthew Thurman
Categories: Technology & Engineering
Type: BOOK - Published: 2011 - Publisher:

We live in a phenomenally complex visual world, yet the human visual system extracts behaviorally meaningful information with apparent ease and efficiency. Our brains experience visual motion daily, and perhaps the most intricate and fascinating movement patterns are those of living creatures. Of particular importance are the actions of other
Readings in Computer Vision
Language: en
Pages: 816
Authors: Martin A. Fischler, Oscar Firschein
Categories: Computers
Type: BOOK - Published: 2014-06-28 - Publisher: Elsevier

The field of computer vision combines techniques from physics, mathematics, psychology, artificial intelligence, and computer science to examine how machines might construct meaningful descriptions of their surrounding environment. The editors of this volume, prominent researchers and leaders of the SRI International AI Center Perception Group, have selected sixty papers, most