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Visual pattern discovery and recognition

Weng, Chaoqun.

Visual pattern discovery and recognition

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Visual pattern discovery and recognition/ by Hongxing Wang, Chaoqun Weng, Junsong Yuan.
作者:	Wang, Hongxing.
其他作者:	Weng, Chaoqun.
出版者:	Singapore :Springer Singapore : : 2017.,
面頁冊數:	x, 87 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
標題:	Pattern recognition systems. -
電子資源:	http://dx.doi.org/10.1007/978-981-10-4840-1
ISBN:	9789811048401

Visual pattern discovery and recognition
Wang, Hongxing.

Visual pattern discovery and recognition[electronic resource] /by Hongxing Wang, Chaoqun Weng, Junsong Yuan. - Singapore :Springer Singapore :2017. - x, 87 p. :ill., digital ;24 cm. - SpringerBriefs in computer science,2191-5768. - SpringerBriefs in computer science..

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.

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 analytics, including visual search, object and scene recognition. It is intended as a reference book for advanced undergraduates or postgraduate students who are interested in visual data analytics, enabling them to quickly access the research world and acquire a systematic methodology rather than a few isolated techniques to analyze visual data with large variations. It is also inspiring for researchers working in computer vision and pattern recognition fields. Basic knowledge of linear algebra, computer vision and pattern recognition would be helpful to readers.

ISBN: 9789811048401

Standard No.: 10.1007/978-981-10-4840-1doiSubjects--Topical Terms:

557384
Pattern recognition systems.

LC Class. No.: TK7882.P3

Dewey Class. No.: 006.3

Visual pattern discovery and recognition
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505 0 $a 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.
520 $a 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 analytics, including visual search, object and scene recognition. It is intended as a reference book for advanced undergraduates or postgraduate students who are interested in visual data analytics, enabling them to quickly access the research world and acquire a systematic methodology rather than a few isolated techniques to analyze visual data with large variations. It is also inspiring for researchers working in computer vision and pattern recognition fields. Basic knowledge of linear algebra, computer vision and pattern recognition would be helpful to readers.
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650 2 4 $a Image Processing and Computer Vision. $3 670819
650 2 4 $a Data Mining and Knowledge Discovery. $3 677765
700 1 $a Weng, Chaoqun. $3 1172844
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