书目名称 | Visual Pattern Discovery and Recognition | 编辑 | Hongxing Wang,Chaoqun Weng,Junsong Yuan | 视频video | | 概述 | Enables readers to quickly access the world of visual pattern discovery and multi-feature fusion research.Offers detailed methodology to handle visual data with large variations in spatial and feature | 丛书名称 | SpringerBriefs in Computer Science | 图书封面 |  | 描述 | .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.. | 出版日期 | Book 2017 | 关键词 | Visual Pattern Discovery; Multi-feature Fusion; Context-Aware Discovery; Co-occurrence Pattern; Hierarch | 版次 | 1 | doi | https://doi.org/10.1007/978-981-10-4840-1 | isbn_softcover | 978-981-10-4839-5 | isbn_ebook | 978-981-10-4840-1Series ISSN 2191-5768 Series E-ISSN 2191-5776 | issn_series | 2191-5768 | copyright | The Author(s) 2017 |
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