I. Introduction
Recently, vision based cyclist detection is comprehensively studied to reduce cyclist-motor crashes. The cyclists are as fragile as pedestrians in traffic accidents and they are more easily to be highly injured and even killed in traffic accidents due to their higher moving speed [1]. Moreover, cyclists occupy a large proportion in urban traffic, therefore it is urgent to develop some active protection techniques to protect the cyclists.