Various fundamental applications in computer vision and machine learning require finding the basis of a certain subspace. Examples of such applications include face detection, motion estimation, and activity recognition. An increasing interest has been recently placed on this area as a result of significant advances in the mathematics of matrix rank optimization. Interestingly, robust subspace estimation can be posed as a low-rank optimization problem, which can be solved efficiently using techniques such as the method of ...
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Various fundamental applications in computer vision and machine learning require finding the basis of a certain subspace. Examples of such applications include face detection, motion estimation, and activity recognition. An increasing interest has been recently placed on this area as a result of significant advances in the mathematics of matrix rank optimization. Interestingly, robust subspace estimation can be posed as a low-rank optimization problem, which can be solved efficiently using techniques such as the method of Augmented Lagrange Multiplier. In this book, the authors discuss fundamental formulations and extensions for low-rank optimization-based subspace estimation and representation. By minimizing the rank of the matrix containing observations drawn from images, the authors demonstrate how to solve four fundamental computer vision problems, including video denosing, background subtraction, motion estimation, and activity recognition.
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New. Trade paperback (US). Glued binding. 114 p. Contains: Unspecified, Illustrations, black & white, Illustrations, color, Tables, black & white. The International Video Computing, 12.
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Seller's Description:
New. Trade paperback (US). Glued binding. 114 p. Contains: Unspecified, Illustrations, black & white, Illustrations, color, Tables, black & white. The International Video Computing, 12.
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New. Trade paperback (US). Glued binding. 114 p. Contains: Unspecified, Illustrations, black & white, Illustrations, color, Tables, black & white. The International Video Computing, 12. In Stock. 100% Money Back Guarantee. Brand New, Perfect Condition, allow 4-14 business days for standard shipping. To Alaska, Hawaii, U.S. protectorate, P.O. box, and APO/FPO addresses allow 4-28 business days for Standard shipping. No expedited shipping. All orders placed with expedited shipping will be cancelled. Over 3, 000, 000 happy customers.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
New. Trade paperback (US). Glued binding. 114 p. Contains: Unspecified, Illustrations, black & white, Illustrations, color, Tables, black & white. The International Video Computing, 12. In Stock. 100% Money Back Guarantee. Brand New, Perfect Condition, allow 4-14 business days for standard shipping. To Alaska, Hawaii, U.S. protectorate, P.O. box, and APO/FPO addresses allow 4-28 business days for Standard shipping. No expedited shipping. All orders placed with expedited shipping will be cancelled. Over 3, 000, 000 happy customers.
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New. Contains: Illustrations, black & white, Illustrations, color. International Series in Video Computing . VI, 114 p. 41 illus., 39 illus. in color. Intended for professional and scholarly audience.
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Seller's Description:
New. Contains: Illustrations, black & white, Illustrations, color. International Series in Video Computing . VI, 114 p. 41 illus., 39 illus. in color. Intended for professional and scholarly audience.
