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Sparse Representation, Modeling and Learning in Visual Recognition: Theory, Algorithms and Applications
By
Hong Cheng
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Jump down to see edition details for: Hardcover
Bibliographic Detail
Publisher
Springer-Verlag New York Inc
Publication date
June 9, 2015
Binding
Hardcover
Book category
Adult Non-Fiction
ISBN-13
9781447167136
ISBN-10
1447167139
Dimensions
0.75 by 6.25 by 9.25 in.
Weight
1.15 lbs.
Published in
Great Britain
Original list price
$109.00
Amazon.com says people who bought this book also bought:
Statistical Learning With Sparsity | Sparse Modeling | Sparse and Redundant Representations | Convex Optimization Algorithms
Statistical Learning With Sparsity | Sparse Modeling | Sparse and Redundant Representations | Convex Optimization Algorithms
Summaries and Reviews
Amazon.com description: Product Description: 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.
Editions
Hardcover
The price comparison is for this edition
from Springer-Verlag New York Inc (June 9, 2015)
9781447167136 | details & prices | 6.25 × 9.25 × 0.75 in. | 1.15 lbs | List price $109.00
About: This unique text/reference presents a comprehensive review of the state of the art in sparse representations, modeling and learning.
About: This unique text/reference presents a comprehensive review of the state of the art in sparse representations, modeling and learning.
With U. Kirchgraber, H. O. Walther (other contributor) |
from John Wiley & Sons Inc (April 1, 1989); titled "Dynamics Reported: A Series in Dynamical Systems and Their Applications"
9780471919582 | details & prices | List price $257.00
This edition also contains Dynamics Reported: A Series in Dynamical Systems and Their Applications
About: This second volume in the "Dynamics Reported" series contains five articles by acknowledged experts on major topics in the field of dynamical systems.
This edition also contains Dynamics Reported: A Series in Dynamical Systems and Their Applications
About: This second volume in the "Dynamics Reported" series contains five articles by acknowledged experts on major topics in the field of dynamical systems.
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