Low-Rank and Sparse Modeling for Visual Analysis
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Word Count
60,750 words, Guess
Page Count
243 pages
Identifiers
- ISBN-139783319120003
- ISBN-10331912000X
- Better World Books9783319120003
- Open LibraryOL37219629M
Classifications
- LCCTA1634
Description
This book provides a view of low-rank and sparse computing, especially approximation, recovery, representation, scaling, coding, embedding, and learning among unconstrained visual data. Included in the book are chapters covering multiple emerging topics in this new field. The text links multiple popular research fields in Human-Centered Computing, Social Media, Image Classification, Pattern Recognition, Computer Vision, Big Data, and Human-Computer Interaction. This book contains an overview of the low-rank and sparse modeling techniques for visual analysis by examining both theoretical analysis and real-world applications. · Covers the most state-of-the-art topics of sparse and low-rank modeling · Examines the theory of sparse and low-rank analysis to the real-world practice of sparse and low-rank analysis · Contributions from top experts voicing their unique perspectives included throughout
Subjects
Other Editions
- Low-Rank and Sparse Modeling for Visual Analysis
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