Document Image Analysis

Current Trends and Challenges in Graphics Recognition

von K.C. Santosh

174 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI) Mustererkennung
• ISBN: 9789811347696
• Sprache: Englisch
• Erscheinungsdatum: 16.12.2018
• Größe: 23.5 x 15.5 cm
• Verlag: Springer Singapore