Robust statistical procedures have been developed to supplement the classical procedures when the data violate classical assumptions. For this reason, now-a-days robust statistics plays a vital role in the computer vision tasks. The Robust statistical techniques, which will be developed, can be beneficial to both the statistics and the computer science communities for studying the problems.