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portada Document Image Analysis: Current Trends and Challenges in Graphics Recognition
Type
Physical Book
Author
Publisher
Language
English
Pages
174
Format
Paperback
ISBN13
9789811347696
Categories

Document Image Analysis: Current Trends and Challenges in Graphics Recognition

K. C. Santosh (Author) · Springer · Paperback

Document Image Analysis: Current Trends and Challenges in Graphics Recognition - Santosh, K. C.

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Synopsis "Document Image Analysis: Current Trends and Challenges in Graphics Recognition"

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.

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