Document Image Analysis ― Current Trends and Challenges in Graphics Recognition
商品資訊
ISBN13：9789811323386
出版社：Springer-Nature New York Inc
作者：K. C. Santosh
出版日：2018/10/02
裝訂：精裝
規格：23.5cm*15.5cm (高/寬)
商品簡介
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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