Computer Vision: Statistical Models for Marr's Paradigm

Computers & Technology

Zhu, Song-Chun

Wu, Ying Nian

Computer Science

Springer

<p>As the first book of a three-part series, this book is offered as a tribute to pioneers in vision, such as Béla Julesz, David Marr, King-Sun Fu, Ulf Grenander, and David Mumford. The authors hope to provide foundation and, perhaps more importantly, further inspiration for continued research in vision. This book covers David Marr's paradigm and various underlying statistical models for vision. The mathematical framework herein integrates three regimes of models (low-, mid-, and high-entropy regimes) and provides foundation for research in visual coding, recognition, and cognition. Concepts are first explained for understanding and then supported by findings in psychology and neuroscience, after which they are established by statistical models and associated learning and inference algorithms. A reader will gain a unified, cross-disciplinary view of research in vision and will accrue knowledge spanning from psychology to neuroscience to statistics.&nbsp;<br /> <div><br /></div></p>

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Books by Wu, Ying Nian

See the best price to sell, buy, or rent books by Wu, Ying Nian. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

Computer Vision: Statistical Models for Marr's Paradigm

Computer Vision: Statistical Models for Marr's Paradigm