Visual Pattern Discovery and Recognition

• Main Authors: Wang, Hongxing (Author), Weng, Chaoqun (Author), Yuan, Junsong (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2017.
• Series: SpringerBriefs in Computer Science,
• Subjects: Computer science.; Data mining.; Image processing.; Pattern recognition.; Computer Science.; Pattern Recognition.; Image Processing and Computer Vision.; Data Mining and Knowledge Discovery.

This book presents a systematic study of visual pattern discovery, from unsupervised to semi-supervised manner approaches, and from dealing with a single feature to multiple types of features. Furthermore, it discusses the potential applications of discovering visual patterns for visual data analyti...

Table of Contents:

• 1. Introduction
• 2. Context-Aware Discovery of Visual Co-occurrence Patterns
• 3. Hierarchical Sparse Coding for Visual Co-occurrence Discovery
• 4. Feature Co-occurrence for Visual Labeling
• 5. Visual Clustering with Minimax Feature Fusion
• 6. Conclusion.