Soft Computing Approach Pattern Recognition And Image Processing

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.

Dettagli sul prodotto

• Autori: Ashish Ghosh, Sankar K. Pal
• Con la collaborazione di: Ashish Ghosh (Editore), Ghosh Ashish (Editore), Sankar Kumar Pal (Editore), Pal Sankar Kumar (Editore)
• Editore: Ingram Publishers Services
• Lingue: Inglese
• Formato: Copertina rigida
• Pubblicazione: 26.11.2002
• EAN: 9789812382511
• ISBN: 978-981-238-251-1
• Serie: Series in Machine Perception and Artificial Intelligence; Series In Machine Perception And Artificial Intelligence; Machine Perception and Artific
• Categorie: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Informatica; COMPUTERS / Optical Data Processing, pattern recognition, Image processing