| Title | : | Document Image Analysis |
|---|---|---|
| Author | : | K.C. Santosh |
| Release | : | 2018-09-18 |
| Kind | : | ebook |
| Genre | : | Computers & Internet, Books, Computers |
| Size | : | 4587639 |
| 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. |
