The Measurement of Visual Motion

The Measurement of Visual Motion

Author: Ellen Catherine Hildreth

Publisher: MIT Press (MA)

Published: 1984

Total Pages: 264

ISBN-13:

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The organization of movement in the changing image that reaches the eye provides our visual system with a valuable source of information for analyzing the structure of our surroundings. This book examines the measurement of this movement and the use of relative movement to locate the boundaries of physical objects in the environment.


Spatial Coherence for Visual Motion Analysis

Spatial Coherence for Visual Motion Analysis

Author: W. James MacLean

Publisher: Springer Science & Business Media

Published: 2006-03-30

Total Pages: 147

ISBN-13: 3540325336

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This book constitutes the thoroughly refereed post-proceedings of the First International Workshop on Spatial Coherence for Visual Motion Analysis, 2004, held in May 2004. The eleven revised full research papers presented went through two rounds of reviewing and improvement. The papers in this volume cover a wide range in the field of motion analysis that is a central problem in computer vision. The workshop examined techniques for integrating spatial coherence constraints during motion analysis of image sequences.


Motion Analysis and Image Sequence Processing

Motion Analysis and Image Sequence Processing

Author: M. Ibrahim Sezan

Publisher: Springer Science & Business Media

Published: 2012-12-06

Total Pages: 499

ISBN-13: 1461532361

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An image or video sequence is a series of two-dimensional (2-D) images sequen tially ordered in time. Image sequences can be acquired, for instance, by video, motion picture, X-ray, or acoustic cameras, or they can be synthetically gen erated by sequentially ordering 2-D still images as in computer graphics and animation. The use of image sequences in areas such as entertainment, visual communications, multimedia, education, medicine, surveillance, remote control, and scientific research is constantly growing as the use of television and video systems are becoming more and more common. The boosted interest in digital video for both consumer and professional products, along with the availability of fast processors and memory at reasonable costs, has been a major driving force behind this growth. Before we elaborate on the two major terms that appear in the title of this book, namely motion analysis and image sequence processing, we like to place them in their proper contexts within the range of possible operations that involve image sequences. In this book, we choose to classify these operations into three major categories, namely (i) image sequence processing, (ii) image sequence analysis, and (iii) visualization. The interrelationship among these three categories is pictorially described in Figure 1 below in the form of an "image sequence triangle".


Motion and Structure from Image Sequences

Motion and Structure from Image Sequences

Author: Juyang Weng

Publisher: Springer Science & Business Media

Published: 2013-03-07

Total Pages: 458

ISBN-13: 3642776434

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Motion and Structure from Image Sequences is invaluable reading for researchers, graduate students, and practicing engineers dealing with computer vision. It presents a balanced treatment of the theoretical and practical issues, including very recent results - some of which are published here for the first time. The topics covered in detail are: - image matching and optical flow computation - structure from stereo - structure from motion - motion estimation - integration of multiple views - motion modeling and prediction Aspects such as uniqueness of the solution, degeneracy conditions, error analysis, stability, optimality, and robustness are also investigated. These details together with the fact that the algorithms are accessible without necessarily studying the rest of the material, make this book particularly attractive to practitioners.


Interpretation of Visual Motion

Interpretation of Visual Motion

Author: Muralidhara Subbarao

Publisher: Morgan Kaufmann

Published: 2014-07-10

Total Pages: 152

ISBN-13: 1483258920

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Interpretation of Visual Motion: A Computational Study provides an information processing point of view to the phenomenon of visual motion. This book discusses the computational theory formulated for recovering the scene from monocular visual motion, determining the local geometry and rigid body motion of surfaces from spatio-temporal parameters of visual motion. This compilation also provides a theoretical and computational framework for future research on visual motion, both in human vision and machine vision areas. Other topics include the computation of image flow from intensity derivatives, instantaneous image flow due to rigid motion, time and space-time derivatives of image flow, and estimation of maximum absolute error. This publication is recommended for professionals and non-specialists intending to acquire knowledge of visual motion.


Computational Analysis of Visual Motion

Computational Analysis of Visual Motion

Author: Amar Mitiche

Publisher: Springer Science & Business Media

Published: 2013-06-29

Total Pages: 242

ISBN-13: 1475797850

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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.


Foundations of Vision

Foundations of Vision

Author: Brian A. Wandell

Publisher: Sinauer Associates, Incorporated

Published: 1995

Total Pages: 508

ISBN-13:

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Designed for students, scientists and engineers interested in learning about the core ideas of vision science, this volume brings together the broad range of data and theory accumulated in this field.