Based on analysis of existing algorithms of labeling connected components through scanning pixels in binary images,the improved algorithm is proposed.The algorithm has more advantages such as faster,simpler and easier to realize than the others,only need two-scans to label multi-objects which pixel belong to.The algorithm could label background as objects,labels and merges connected components via the two procedure of scanning binary image and scanning the matrix of provisional labels.It adopts sequential s...