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Soft computing approach to pattern recognition and image processing / editors, Ashish Ghosh, Sankar K. Pal.
- Format:
- Book
- Series:
- Series in Machine Perception and Artificial Intelligence
- Series in machine perception and artificial intelligence ; v. 53
- Language:
- English
- Subjects (All):
- Soft computing.
- Pattern perception.
- Image processing.
- Physical Description:
- 1 online resource (371 p.)
- Place of Publication:
- River Edge, N.J. : World Scientific, 2002.
- Language Note:
- English
- Summary:
- 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 ca
- Contents:
- pt. I. Pattern recognition
- pt. II. Image processing and vision
- pt. III. Granular computing and case based reasoning
- pt. IV. Real life applications.
- Notes:
- Description based upon print version of record.
- Includes bibliographical references and index.
- ISBN:
- 9786611929053
- 9781281929051
- 1281929050
- 9789812776235
- 9812776230
- OCLC:
- 879023536
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