The paper presents a newly defined pairwise geometric^［6～8］ invariant relationship of the line segments of the shape targets based on the formal work of this technology. The method recognizes the targets by comparing the multi-dimensional histograms which are formed by the newly defined invariant relationship. The experiments show that the new relationship is more accurate for regular shape recognition than the old methods.