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Beschreibung
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.
Current Trends and Challenges in Graphics Recognition
Current Trends and Challenges in Graphics Recognition
Details
| Verlag | Springer Singapore |
| Ersterscheinung | 02. Oktober 2018 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 501 Gramm |
| Format | Hardcover |
| ISBN-13 | 9789811323386 |
| Auflage | 1st ed. 2018 |
| Seiten | 174 |
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