Code: 13659172

Low-Rank and Sparse Modeling for Visual Analysis

Name: Low-Rank and Sparse Modeling for Visual Analysis
Brand: Springer International Publishing AG
SKU: 13659172
Price: 103.07 EUR
Availability: InStock
Author: Yun Fu
ISBN: 9783319355672

by Yun Fu

Language: English
Binding: Paperback
Number of pages: 236
Publisher: Springer International Publishing AG, 2016
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103.07 €

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Book synopsis

This book provides a view of low-rank and sparse computing, especially approximation, recovery, representation, scaling, coding, embedding and learning among unconstrained visual data. The book includes chapters covering multiple emerging topics in this new field. It links multiple popular research fields in Human-Centered Computing, Social Media, Image Classification, Pattern Recognition, Computer Vision, Big Data, and Human-Computer Interaction. Contains an overview of the low-rank and sparse modeling techniques for visual analysis by examining both theoretical analysis and real-world applications.