Low-Rank and Sparse Modeling for Visual Analysis
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Low-Rank and Sparse Modeling for Visual Analysis

SKU: 9783319120003

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Additional information

Full Title

Low-Rank and Sparse Modeling for Visual Analysis
Author(s)
Edition
ISBN

9783319120003, 9783319119991
Publisher

Springer
Format

PDF and EPUB

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. 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.

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