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Sparse Coding And Its Applications In Computer Vision
Engelsk
Bogcover for Sparse Coding And Its Applications In Computer Vision af Haichao Zhang, Thomas S Huang, Zhaowen Wang, Zhangyang Wang, Ding Liu, Jianchao Yang, Yingzhen Yang, 9789814725040
Specifikationer
Sprog:
Engelsk
Sider:
240
ISBN-13:
9789814725040
Indbinding:
Hardback
Udgave:
ISBN-10:
9814725048
Kategori:
Udg. Dato:
14 dec 2015
Længde:
0mm
Bredde:
0mm
Højde:
0mm
Forlag:
World Scientific Publishing Co Pte Ltd
Oplagsdato:
14 dec 2015

Sparse Coding And Its Applications In Computer Vision

Engelsk
Hardback
Format:

Om denne bog

 

This book provides a broader introduction to the theories and applications of sparse coding techniques in computer vision research. It introduces sparse coding in the context of representation learning, illustrates the fundamental concepts, and summarizes the most active research directions. A variety of applications of sparse coding are discussed, ranging from low-level image processing tasks such as super-resolution and de-blurring to high-level semantic understanding tasks such as image recognition, clustering and fusion.

The book is suitable to be used as an introductory overview to this field, with its theoretical part being both easy and precious enough for quick understanding. It is also of great value to experienced researchers as it offers new perspective to the underlying mechanism of sparse coding, and points out potential future directions for different applications.


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Specifikationer
Sprog:
Engelsk
Sider:
240
ISBN-13:
9789814725040
Indbinding:
Hardback
Udgave:
ISBN-10:
9814725048
Kategori:
Udg. Dato:
14 dec 2015
Længde:
0mm
Bredde:
0mm
Højde:
0mm
Forlag:
World Scientific Publishing Co Pte Ltd
Oplagsdato:
14 dec 2015
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