A new parallel thinning algorithm with two subcycles is proposed and compar
ed with other parallel thinning algorithms in terms of 8-connectedness degr
ee, erosion, stability under pattern rotation, and boundary noise sensitivi
ty. Computational issues are also reported based on the implementation of t
he thinning algorithm on the SIMD machines CM-200 and MasPar MPP-12000.