December 2017
Beginner to intermediate
562 pages
19h 30m
English
Content preview from Perceptual Digital Imaging
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8
Patch-Based Image Processing: From Dictionary Learning to Structural Clustering
Xin Li
8.1 Historical Background and Overview
8.2 Patch-Based Image Models: Descriptive versus Generative
8.3 First-Generation Patch Models: Dictionary Construction and Learning
8.4 Second-Generation Patch Models
8.4.1 From Local Transience to Nonlocal Invariance
8.4.2 From Convex to Nonconvex Sparsity Optimization
8.5.2 Compression Artifact Removal
8.6 Connections with Redundancy Exploitation and Contour Integration
8.1 Historical Background and Overview
Where does patch come from? The earliest appearance of patch as a technical term in the open literature can ...
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