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Vision, brain, and cooperative computation

Author: Michael A Arbib; Allen R Hanson; Alfred P. Sloan Foundation.; National Institutes of Health (U.S.)
Publisher: Cambridge, Mass. : MIT Press, ©1987.
Series: Computational models of cognition and perception.
Edition/Format:   Print book : Conference publication : EnglishView all editions and formats
Summary:

In four parts the book covers current theories of visual information processing in humans and other animals and current methodologies for designing computer vision systems.

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Genre/Form: Congresses
Kongress
Conference papers and proceedings
Congrès
Material Type: Conference publication, Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Michael A Arbib; Allen R Hanson; Alfred P. Sloan Foundation.; National Institutes of Health (U.S.)
ISBN: 0262010941 9780262010948 0262510499 9780262510493
OCLC Number: 14069819
Notes: Based in part on papers presented at the Vision, Brain, and Cooperative Computation Workshop, held at the University of Massachusetts at Amherst in May 1983 and supported in part by the Alfred P. Sloan Foundation and the National Institutes of Health.
"A Bradford book."
Description: xi, 730 pages : illustrations ; 24 cm.
Contents: Preface --
Vision, Brain and Cooperative Computation: An Overview / Michael A. Arbib and Allen R. Hanson --
I. Visual Neurophysiology --
1. Why Visuomotor Systems Don't Like Negative Feedback and How They Avoid It / D.A. Robinson --
2. The Role of the Primate Superior Colliculus in Sensorimotor Integration / David L. Sparks and Martha Jay --
3. Depth and Detours: An Essay on Visually Guided Behavior / Michael A. Arbib and Donald H. House --
4. A Trace of Memory: An Evolutionary Perspective on the Visual System / D.N. Spinelli --
II. Visual Psychophysics --
5. Visual Analysis during Motion / David Burr and John Ross --
6. Figure-Ground Organization Affects the Early Visual Processing of Information / Naomi Weisstein and Eva Wong --
7. The Diversity of Perceptual Grouping / Steven W. Zucker --
8. The Interdependence of Temporal and Spatial Information in Early Vision / Peter J. Burt --
III. Machine Vision and Robotics --
9. A Methodology for the Development of General Knowledge-Based Vision Systems / Edward M. Riseman and Allen R. Hanson --
10. An Extremum Principle for Shape from Contour / Michael Brady and Alan Yuille --
11. Representational Axes and Temporal Cooperative Processes / John K. Tsotsos --
12. Computational Techniques in Motion Processing / Daryl Lawton, Joachim Rieger and Martha Steenstrup --
13. Schemas That Integrate Vision and Touch for Hand Control / Michael A. Arbib, Thea Iberall and Damian Lyons --
14. Robot Tactile Sensing and Schema Control / Kenneth J. Overton --
IV. Connectionism and Cooperative Computation --
15. A Functional Model of Vision and Space / Jerome A. Feldman --
16. Cortical Connections and Parallel Processing: Structure and Function / Dana H. Ballard --
17. Visual-Cognitive Neuronal Networks / Arnold Trehub --
18. An Approach to Learning Control Surfaces by Connectionist Systems / Andrew G. Barto --
19. Separating Figure from Ground with a Boltzmann Machine / Terrence J. Sejnowski and Geoffrey E. Hinton --
List of Contributors --
Index.
Series Title: Computational models of cognition and perception.
Responsibility: edited by Michael A. Arbib and Allen R. Hanson.

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" The basic theme in this book is computation in vision systems. You have clear approaches that will assist any computer vision researcher in his efforts. But the part on applications with neural Read more...

 
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