Sparse Coding and Its Applications in Computer Vision
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Book Overview This book provides a broader introduction to the theories and applications of sparse coding techniques in computer vision research. It i...
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.
Book Details Format: Hardcover | Pages: 228 | Language: English | Publisher: WORLD SCIENTIFIC PUB CO INC | ISBN: 9814725048
FormatHardcover
Pages228
LanguageEnglish
ISBN9814725048
EAN9789814725040
PublisherWORLD SCIENTIFIC PUB CO INC
Publication Date1970-01-01
AccessoriesNo Accessory
ConditionNew
Product TypeHARD COVER BOOKS
Weight1.1 Pounds
Length9.2 Inches
Width6.3 Inches
Height0.6 Inches
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