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 ...
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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.
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Add this copy of Sparse Representation, Modeling and Learning in Visual to cart. $103.32, new condition, Sold by Ingram Customer Returns Center rated 5.0 out of 5 stars, ships from NV, USA, published 2016 by Springer.
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Seller's Description:
New. Print on demand Trade paperback (US). Glued binding. 257 p. Contains: Unspecified, Illustrations, black & white, Tables, black & white. Advances in Computer Vision and Pattern Recognition.
Add this copy of Sparse Representation, Modeling and Learning in Visual to cart. $103.32, new condition, Sold by Ingram Customer Returns Center rated 5.0 out of 5 stars, ships from NV, USA, published 2015 by Springer.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
New. Print on demand Sewn binding. Cloth over boards. 257 p. Contains: Unspecified, Illustrations, black & white, Tables, black & white. Advances in Computer Vision and Pattern Recognition.
Add this copy of Sparse Representation, Modeling and Learning in Visual to cart. $132.45, new condition, Sold by Ria Christie Books rated 4.0 out of 5 stars, ships from Uxbridge, MIDDLESEX, UNITED KINGDOM, published 2016 by Springer.
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Seller's Description:
New. Trade paperback (US). Glued binding. 257 p. Contains: Unspecified, Illustrations, black & white, Tables, black & white. Advances in Computer Vision and Pattern Recognition.
Add this copy of Sparse Representation, Modeling and Learning in Visual to cart. $132.45, new condition, Sold by Ria Christie Books rated 4.0 out of 5 stars, ships from Uxbridge, MIDDLESEX, UNITED KINGDOM, published 2015 by Springer.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
New. Sewn binding. Cloth over boards. 257 p. Contains: Unspecified, Illustrations, black & white, Tables, black & white. Advances in Computer Vision and Pattern Recognition.
