Person re-identification (re-id), the process of matching pedestrian images across different camera views, is an important task in visual surveillance. Substantial development re-id has recently been observed, and majority existing models are largely dependent on color appearance assume that pedestrians do not change their clothes views. This limitation, however, can be issue for when tracking ...