Document Image Analysis: Current Trends and Challenges in Graphics Recognition Softcover Repri Edition Contributor(s): Santosh, K. C. (Author) |
|
ISBN: 9811347697 ISBN-13: 9789811347696 Publisher: Springer OUR PRICE: $104.49 Product Type: Paperback - Other Formats Published: December 2018 |
Additional Information |
BISAC Categories: - Computers | Computer Vision & Pattern Recognition - Computers | Computer Graphics |
Dewey: 006.37 |
Physical Information: 174 pages |
Descriptions, Reviews, Etc. |
Publisher Description: 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. |