Document Image Analysis: Current Trends and Challenges in Graphics Recognition

K.C. Santosh

  • 出版商: Springer
  • 出版日期: 2018-10-20
  • 售價: $4,560
  • 貴賓價: 9.5$4,332
  • 語言: 英文
  • 頁數: 174
  • 裝訂: Hardcover
  • ISBN: 9811323380
  • ISBN-13: 9789811323386
  • 下單後立即進貨 (約3~6週)

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The book focuses on one of the key issues in document image processing – graphical symbol recognition, which is a sub-field of the larger research domain of pattern recognition. It covers several approaches: statistical, structural and syntactic, and discusses their merits and demerits considering the context. Through comprehensive experiments, it also explores whether these approaches can be combined.

The book presents research problems, state-of-the-art methods that convey basic steps as well as prominent techniques, evaluation metrics and protocols, and research standpoints/directions that are associated with it. However, it is not limited to straightforward isolated graphics (visual patterns) recognition; it also addresses complex and composite graphical symbols recognition, which is motivated by real-world industrial problems.