Computer Vision

Name: Computer Vision
Brand: Springer, Berlin
SKU: 9783030965297
Price: 407.36 RON
Availability: InStock

Statistical Models for Marr's Paradigm

Autor: Song-Chun Zhu, Yingian Nian Wu

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Legare: Copertă tare

Editura: Springer, Berlin

Disponibilitate: În depozitul extern

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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...

Informații despre carte

Autor

Song-Chun Zhu, Yingian Nian Wu

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2023

Pagini

356

EAN

9783030965297

Enbook ID

38592032

Editura

Springer, Berlin

Greutate

724

Dimensiuni

155 x 235

Descriere completă

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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Computer Vision

Statistical Models for Marr's Paradigm

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