Work place: Sidi Mohamed Ben Abdellah University, FSTF, Morocco
Research Interests: Speech Recognition, Image Processing, Image and Sound Processing, Image Manipulation, Image Compression, Pattern Recognition
Aicha Majda is a Doctor of Science from Mohamed V University (Rabat). She received her Ph.D. in 2OOO in Engineering Sciences and joined Sidi Mohamed Ben Abdellah University as an assistant professor at the Computer Science department of the Faculty of Science and Technology. She is a member of Intelligent Systems and Applications Laboratory. His current research interests include multimedia signal processing (e.g., image and video compression, recognition and watermarking).
DOI: https://doi.org/10.5815/ijigsp.2012.08.02, Pub. Date: 8 Aug. 2012
In this paper, a color face recognition system is developed to identify human faces using Back propagation neural network. The architecture we adopt is All-Class-in-One-Network, where all the classes are placed in a single network. To accelerate the learning process we propose the use of Bhattacharyya distance as total error to train the network. In the experimental section we compare how the algorithm converge using the mean square error and the Bhattacharyya distance. Experimental results indicated that the image faces can be recognized by the proposed system effectively and swiftly.[...] Read more.
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