Sparse Coding and its Applications in Computer Vision

Sparse Coding and its Applications in Computer Vision

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Key Features
  • Format: Hardback
  • Number of Pages: 230 pages
  • Dimensions: 160 x 234 x 15mm
  • Weight: 499g
  • Publication date: 29 Dec 2015
  • Publisher: World Scientific Publishing Co Pte Ltd
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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.

Key Features
  • Format: Hardback
  • Number of Pages: 230 pages
  • Dimensions: 160 x 234 x 15mm
  • Weight: 499g
  • Publication date: 29 Dec 2015
  • Publisher: World Scientific Publishing Co Pte Ltd
  • Publication City/Country: Singapore, Singapore
  • Language: English
  • ISBN10: 9814725048
  • ISBN13: 9789814725040
Specifications of Sparse Coding and its Applications in Computer Vision
SKU
JU030BKAJBV2NAFAMZ
Model
9789814725040
Author
Zhaowen Wang, Jianchao Yang, Ding Liu, Zhangyang Wang, Thomas Huang, Haichao Zhang, Yingzhen Yang
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