Title :
Automatic separation of overlapping objects
Author :
Binghan, Liu ; Xiuduan, Fang ; Weizhi, Wang ; Zhiyong, Zheng
Author_Institution :
Dept. of Comput. Sci. & Technol., Fuzhou Univ., China
Abstract :
This paper presents an algorithm based on mathematical morphology to separate overlapping objects automatically, which locates their linking points by the distance transform and dilation. It develops the design and implementation of the approach. In particular, it applies the technique to the problem of separating liver cells in hepatitis pathology images. The experiments show that the technique is fast and the separated results are satisfactory.
Keywords :
image segmentation; liver; mathematical morphology; medical image processing; transforms; automatic overlapping object separation; dilation; distance transform; experiments; hepatitis pathology image; image segmentation; linking points; liver cell separation; mathematical morphology; medical image processing; Computer science; Histograms; Image analysis; Image segmentation; Joining processes; Liver diseases; Morphology; Paper technology; Pathology; Shape;
Conference_Titel :
Intelligent Control and Automation, 2002. Proceedings of the 4th World Congress on
Print_ISBN :
0-7803-7268-9
DOI :
10.1109/WCICA.2002.1020055