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Paper Details

DETECTION AND RECOGNITION OF HUMAN FACE USING ANN TRAINED BY GENETICAL ALGORITHM?

Mr. Vaibhav N. Dhage, Prof. P. L. Ramteke?

Journal Title:International Journal of Computer Science and Mobile Computing - IJCSMC
Abstract


A novel face detection system is presented in this paper. Finding faces in an arbitrary scene and successfully recognizing them have been active topics in Computer Vision for decades. Human skin color is an effective feature used to detect faces, although different people have different skin color, several studies have shown that the basic difference based on their intensity. Textures of human faces have a special texture that can be used to separate them from different objects. This research paper presents a robust and precise scheme for detecting the faces and locating the facial features in the images with complex background using genetic algorithm. The entire propose work has divided into two modules. First is Face Detection using skin colour region and locating various features in skin area. Secondly Face Recognition using Train artificial neural network using Genetic algorithm. Experimental results demonstrate that this face detection and recognition system provides successful results for the image of individuals.

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