Abstract: This paper discusses maximum model distance crtiterion and presents some reasonable modification for it, A new approach for HMM-training which is based on the improved maximum model distance crtiterion （IMMD） is described, HMM parameter adaiustment rules

Key words: Maximum model distance crtiterion, HMM,Optical flow, Facial expression recognition