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Computer Vision

- Statistical Models for Marr's Paradigm
Af: Ying Nian Wu, Song-Chun Zhu Engelsk Hardback

Computer Vision

- Statistical Models for Marr's Paradigm
Af: Ying Nian Wu, Song-Chun Zhu Engelsk Hardback
Tjek vores konkurrenters priser
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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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. 

Produktdetaljer
Sprog: Engelsk
Sider: 357
ISBN-13: 9783030965297
Indbinding: Hardback
Udgave:
ISBN-10: 3030965295
Udg. Dato: 16 mar 2023
Længde: 28mm
Bredde: 241mm
Højde: 164mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 16 mar 2023
Forfatter(e): Ying Nian Wu, Song-Chun Zhu
Forfatter(e) Ying Nian Wu, Song-Chun Zhu


Kategori Matematisk modellering


ISBN-13 9783030965297


Sprog Engelsk


Indbinding Hardback


Sider 357


Udgave


Længde 28mm


Bredde 241mm


Højde 164mm


Udg. Dato 16 mar 2023


Oplagsdato 16 mar 2023


Forlag Springer Nature Switzerland AG