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Book synopsis

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.

Book details

Book category Books in English Computing & information technology Computer science Artificial intelligence

• Full title: Document Image Analysis
• Subtitle: Current Trends and Challenges in Graphics Recognition
• Author: K.C. Santosh
• Language: English
• Binding: Paperback
• Number of pages: 174
• EAN: 9789811347696
• ID: 24972536
• Publisher: Springer, Berlin
• Weight: 342 g
• Dimensions: 9 × 155 × 11 mm
• Published: 2018

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