Title :
Neuro-based human-face recognition with 2-dimensional discrete Walsh transform
Author :
Yoshida, Masahiro ; Kamio, Takeshi ; Asai, Hideki
Author_Institution :
Dept. of Syst. Eng., Shizuoka Univ., Hamamatsu, Japan
Abstract :
Conventional face image recognition has been done based on the extraction techniques of many features such as shapes and relations among the positions of eyes, mouth, nose and so on. However, it is difficult to extract many features because the human face has an unclear shadow. In addition, the extracted features resemble each other among face images. Therefore, face images recognition for many persons is difficult. In this research, we try to recognize face images for many persons by using a multi-layer neural network and 2-dimensional discrete Walsh transform. This face image recognition is also able to discriminate unlearnt face images
Keywords :
Hadamard matrices; face recognition; multilayer perceptrons; transforms; 2 dimensional discrete Walsh transform; 2D discrete Walsh transform; multi-layer neural network; neuro-based human-face recognition; Discrete transforms; Eyes; Face recognition; Feature extraction; Humans; Image recognition; Mouth; Multi-layer neural network; Nose; Shape;
Conference_Titel :
Neural Networks, 2000. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on
Conference_Location :
Como
Print_ISBN :
0-7695-0619-4
DOI :
10.1109/IJCNN.2000.861323