A Review on Fuzzy Classifier Design |
Author(s): |
| Arvind Kumar , Central University of Punjab,Bathinda.; Amandeep Kaur, Central University of Punjab, Bathinda. |
Keywords: |
| Fuzzy Logic, Fuzzy Classifier, Classification, CBIR |
Abstract |
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Image classification is an important stage in many image processing applications. Fuzzy classifiers perform well in real world situations where input vs. Output class membership overlapped and no crisp output is easily available. In this report, a survey of existing design techniques for fuzzy rule based classifiers is done. In addition to this various approaches for classifier performance enhancement and application of fuzzy classifiers to various domains have been discussed. Paper discusses with the development of genetic algorithm and boosting etc. methods new dimensions are being opened in field of fuzzy classification. |
Other Details |
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Paper ID: IJSRDV5I51269 Published in: Volume : 5, Issue : 5 Publication Date: 01/08/2017 Page(s): 1639-1644 |
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