Sparse Representation, Modeling and Learning in Visual Recognition : Theory, Algorithms and Applications
Language: English
Published by Springer, Springer, 2016
Series: Book 47 of 86 - Advances in Computer Vision and Pattern Recognition
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 103.05
Quantity: 1 available
Add to basketItem description from seller
Druck auf Anfrage Neuware - Printed after ordering - This unique text/reference presents a comprehensive review of the state of the art in sparse representations, modeling and learning. The book examines both the theoretical foundations and details of algorithm implementation, highlighting the practical application of compressed sensing research in visual recognition and computer vision. Topics and features: describes sparse recovery approaches, robust and efficient sparse representation, and large-scale visual recognition; covers feature representation and learning, sparsity induced similarity, and sparse representation and learning-based classifiers; discusses low-rank matrix approximation, graphical models in compressed sensing, collaborative representation-based classification, and high-dimensional nonlinear learning; includes appendices outlining additional computer programming resources, and explaining the essential mathematics required to understand the book.
Seller Inventory # 9781447172512
- Title
- Sparse Representation, Modeling and Learning in Visual Recognition : Theory, Algorithms and Applications
- Author
- Hong Cheng
- Publisher
- Springer, Springer
- Publication year
- 2016
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 1447172515
- ISBN 13
- 9781447172512
- Item weight
- 417 grams
- Dimensions
- 235x155x15 mm
- Series
- Book 47 of 86: Advances in Computer Vision and Pattern Recognition
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