Document Image Analysis: Current Trends and Challenges in Graphics Recognition

Santosh, K. C.

ISBN 10: 9811347697 / ISBN 13: 9789811347696

Verlag: Springer-Nature New York Inc, 2018

Beschreibung

reprint edition. 194 pages. 9.25x6.10x0.45 inches. In Stock.

Bestandsnummer des Verkäufers zk9811347697

Bibliografische Details

• Titel: Document Image Analysis: Current Trends and Challenges in Graphics Recognition
• Verlag: Springer-Nature New York Inc
• Veröffentlichungsdatum: 2018
• Sprache: Englisch
• ISBN-10: 9811347697
• ISBN-13: 9789811347696
• Bindung: Paperback
• Zustand: Brand New

Über diesen Titel

Inhaltsangabe

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.