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Issue No:10 Vol.4 |
October-2011 |
ISSN: 0974-5645 |
| RESEARCH ARTICLES |
Viewers & PDF |
| 1. Automatic gender classification using neuro fuzzy system. B. Somayeh Mousavi and Alireza Hirad. Indian J.Sci.Technol. Vol. 4, Issue 10, pp: 1198-1201. |
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- Abstract
The automatic classification of gender has important applications in many commercial domains. Existing systems
mainly use features such as words, word classes, and POS (part of speech) n-grams, for classification learning. In this
paper, we propose a novel automatic classifier which applies accurately designed fuzzy inference system. This system
is 2-inputs, 1-output Sugeno type one, applies facial characteristics as inputs and reveals the probability of being male
face or not. Choosing proper threshold value, the decision about gender is made. 87.5% rate of obtained classification
proves the efficiency of the proposed method.
- Keywords: Gender classification, Fuzzy inference system, Neuro fuzzy, Face database.
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