MCE-BASED FACE RECOGNITION
Liang-Hua Chen, Shao-hua Deng, Hong-Yuan Mark Liao · International Journal of Pattern Recognition and Artificial Intelligence · 2001
This paper proposes a complete procedure for the extraction and recognition of human faces in complex scenes. The morphology-based face detection algorithm can locate multiple faces oriented in any direction. The recognition algorithm is based on the minimum classification error (MCE) criterion. In our work, the minimum classification error formulation is incorporated into a multilayer perceptron neural network. Experimental results show that our system is robust to noisy images and complex background.