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Face recognition by using fractal encoding and backpropagation neural network

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3 Author(s)
Temdee, P. ; Fac. of Eng., King Mongkut''s Inst. of Technol., Bangkok, Thailand ; Khawparisuth, D. ; Chamnonglhai, K.

Presents a frontal view face recognition method by using fractal codes which are determined by a fractal encoding method from the edge pattern of the face region which covers eyebrows, eyes and a nose. In recognition process, these fractal codes are fed as inputs to a backpropagation neural network for learning and identifying a person. The experiments were performed with one in-room (ten distinct subjects) and one public database (the ORL face database which has twenty distinct subjects). The recognition rate is 90% for the in-room database and 85% for the ORL face database

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Signal Processing and Its Applications, 1999. ISSPA '99. Proceedings of the Fifth International Symposium on  (Volume:1 )

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