We propose, in this paper, a new thinning algorithm and demonstrate Its effectiveness with some concrete experimental results. This new thinning process can solve the problems of disconnectivity and end point reduction explored in one-Pass algorithm Furthermore, this algorithm is proven effective particularly In high speed operation. A processor for this algorithm that is capable of hand-ling Input Image width(between 25 and 4t) bits ) and also operates on pipelining, is implemented and tested. Flexibility and high speed operation of this thinning processor should find excellent applicability in various areas