Computer Vision

Name: Computer Vision
Brand: Springer, Berlin
SKU: 9783030965297
Price: 1677 CZK
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Statistical Models for Marr's Paradigm

Autor: Song-Chun Zhu, Yingian Nian Wu

Jazyk:

Vazba: Pevná

Vydavatel: Springer, Berlin

Dostupnost: Skladem u dodavatele

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As the first book of a three-part series, this book is offered as a tribute to pioneers in vision, s...

Informace o knize

Autor

Song-Chun Zhu, Yingian Nian Wu

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2023

Stránek

356

EAN

9783030965297

Enbook ID

38592032

Vydavatel

Springer, Berlin

Hmotnost

724

Rozměry

155 x 235

Kompletní popis

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.

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Statistical Models for Marr's Paradigm

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