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Title |
Human Face Recognition by Cognitive Model using Fuzzy Clustering Technique |
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Author |
Aradhana D, Girish H, K. Karibasappa, A. Chennakeshava Reddy |
| Citation |
Vol. 11 No. 5 pp. 217-223 |
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Abstract |
Face recognition by using the cognitive modeling has been introduced in this paper. Various existing tools and techniques which fit into the cognitive development has been highlighted. A new concept of fuzzy clustering technique of N samples with respect to R representative class has been introduced. The distance of descent from the few selected reference nodes are estimated for all the samples (N) and stored for the matching process. For recognition of an unknown face, the minimum distance is found out between the image-i and the reference images from N samples. The result shows a good result for a small database of size 100, which is illumination invariant. |
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Keywords |
Fuzzy, Clustering Technique |
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