Cover image
by Thomas S. Huang, Yun Fu, Zhangyang Wang
Deep Learning through Sparse and Low-Rank Modeling
- Cover image
- Title page
- Table of Contents
- Copyright
- Contributors
- About the Editors
- Preface
- Acknowledgments
- Chapter 1: Introduction
- Chapter 2: Bi-Level Sparse Coding: A Hyperspectral Image Classification Example
- Chapter 3: Deep ℓ0 Encoders: A Model Unfolding Example
- Chapter 4: Single Image Super-Resolution: From Sparse Coding to Deep Learning
- Chapter 5: From Bi-Level Sparse Clustering to Deep Clustering
- Chapter 6: Signal Processing
- Chapter 7: Dimensionality Reduction
- Chapter 8: Action Recognition
- Chapter 9: Style Recognition and Kinship Understanding
- Chapter 10: Image Dehazing: Improved Techniques
- Chapter 11: Biomedical Image Analytics: Automated Lung Cancer Diagnosis
- Index
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