Abstract: The problem of effectively obtaining the configuration of human hand from image sequence is interesting because of its theoretical importance and it involves with diverse application. A wide range of applications such as Human Computer Interaction (HCI), recognizing fingerspelling, personal verification, etc. can be built that the problem robustly and efficiently solved. At the same time, years of research on Hand Gesture Recognition (HGR), Hand Pose Recovery (HPR) now makes these applications reliably.