SPARSE CODING AND ITS APPLICATIONS IN COMPUTER VISION - Hardcover

Wang Zhaowen

 
9789814725040: SPARSE CODING AND ITS APPLICATIONS IN COMPUTER VISION
Hardcover
ISBN 10: 9814725048 ISBN 13: 9789814725040
Verlag: World Scientific, 2015

Inhaltsangabe

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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Verlag
World Scientific
Erscheinungsdatum
2015
Sprache
Englisch
ISBN 10 
9814725048
ISBN 13 
9789814725040
Einband
Gebundene Ausgabe
Anzahl der Seiten
240
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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