Abstract: Color inaccuracy of a scanned color map is analyzed.To solve this problem,eigenvector line-fitting algorithm is used for black element segmentation.With transformation of the color space,a new effective fuzzy clustering based on fuzzy restraint two-dimension histogram is presented for color elements segmentation. The algorithm has been experimentally verified to be robust and accurate.