Document Image Analysis
Author | : K.C. Santosh |
Publisher | : Springer |
Total Pages | : 184 |
Release | : 2018-09-18 |
ISBN-13 | : 9789811323393 |
ISBN-10 | : 9811323399 |
Rating | : 4/5 (99 Downloads) |
Download or read book Document Image Analysis written by K.C. Santosh and published by Springer. This book was released on 2018-09-18 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.