Visual Pattern Discovery and Recognition (SpringerBriefs in Computer Science)
暫譯: 視覺模式發現與識別(SpringerBriefs in Computer Science)

Hongxing Wang, Chaoqun Weng, Junsong Yuan

  • 出版商: Springer
  • 出版日期: 2017-06-29
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 87
  • 裝訂: Paperback
  • ISBN: 9811048398
  • ISBN-13: 9789811048395
  • 相關分類: Computer-Science
  • 海外代購書籍(需單獨結帳)

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商品描述

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.

商品描述(中文翻譯)

本書系統性地研究視覺模式發現,涵蓋從無監督到半監督的方法,並從處理單一特徵到多種特徵的轉變。此外,本書還討論了發現視覺模式在視覺數據分析中的潛在應用,包括視覺搜索、物體和場景識別。

本書旨在作為高年級本科生或研究生的參考書,特別是對視覺數據分析感興趣的學生,使他們能夠快速進入研究領域,並獲得系統化的方法論,而不是僅僅學習幾種孤立的技術來分析具有大變異的視覺數據。本書對於從事計算機視覺和模式識別領域的研究人員也具有啟發性。具備線性代數、計算機視覺和模式識別的基本知識將對讀者有所幫助。

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