Document Image Analysis: Current Trends and Challenges in Graphics Recognition

[LeeAndro]

English | PDF,EPUB | 2018 | 184 Pages | ISBN : 9811323380 | 11.35 MB

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 expents, 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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