ENGLISH

Pattern Recognition in Soft Computing Paradigm

By Nikhil R. Pal

Book information

Year
2001
ISBN
9810244916, 9789810244910, 9789812811691
LCC
TK7882.P3 P395 2001
Open Library ID
OL3967154M
Language
english
Format
PDF
Filesize
20 MB (20866588 bytes)
Pages
393\411
Time added
2011-06-04 13:46:07

Description

Pattern recognition (PR) consists of three important tasks: feature analysis, clustering and classification. Image analysis can also be viewed as a PR task. Feature analysis is a very important step in designing any useful PR system because its effectiveness depends heavily on the set of features used to realize the system. A distinguishing feature of this volume is that it deals with all three aspects of PR, namely feature analysis, clustering and classifier design. It also encompasses image processing methodologies and image retrieval with subject information. The other interesting aspect of the volume is that it covers all three major facets of soft computing: fuzzy logic, neural networks and evolutionary computing.

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