Research effort has been made for developing a touch-less fingerprint identification system by using the resource inside the mobile devices. Lee’s group were trying to construct an front view image depends on the relationship between multi-views images. However, the shoot angels for those multi-views images must to be set. A fixed angle among different view images is required. Unfortunately, this capturing condition is very difficult to satisfy while mobile users themselves capturing the images