SOFT COMPUTING APPROACH PATTERN RECOGNITION AND IMAGE PROCESSING (Machine Perception and Artificial Intelligence)

ISBN 10: 9812382518 / ISBN 13: 9789812382511

Edité par World Scientific Publishing Company, 2002

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Détails bibliographiques

• Titre: SOFT COMPUTING APPROACH PATTERN RECOGNITION AND IMAGE PROCESSING (Machine Perception and Artificial Intelligence)
• Éditeur: World Scientific Publishing Company
• Date de parution: 2002
• Langue: anglais
• ISBN à 10 chiffres: 9812382518
• ISBN à 13 chiffres: 9789812382511
• Reliure: Hardcover
• État de l'article: New

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Synopsis

This volume provides a collection of sixteen articles containing review and new material. In a unified way, they describe the recent development of theories and methodologies in pattern recognition, image processing and vision using fuzzy logic, artificial neural networks, genetic algorithms, rough sets and wavelets with significant real life applications.The book details the theory of granular computing and the role of a rough-neuro approach as a way of computing with words and designing intelligent recognition systems. It also demonstrates applications of the soft computing paradigm to case based reasoning, data mining and bio-informatics with a scope for future research.The contributors from around the world present a balanced mixture of current theory, algorithms and applications, making the book an extremely useful resource for students and researchers alike.