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Books > Science & Mathematics > Mathematics > Combinatorics & graph theory
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Computer Vision - Statistical Models for Marr's Paradigm (Hardcover, 1st ed. 2023)
Loot Price: R1,845
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Computer Vision - Statistical Models for Marr's Paradigm (Hardcover, 1st ed. 2023)
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As the first book of a three-part series, this book is offered as a
tribute to pioneers in vision, such as Bela 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.
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