DocumentCode :
2306275
Title :
A fast algorithm for three-Dimensional Otsu’s Thresholding method
Author :
Wang Lei ; Duan Huichuan ; Wang Jinling
Author_Institution :
Sch. of Inf. Sci. & Eng., Shandong Normal Univ., Jinan
fYear :
2008
fDate :
12-14 Dec. 2008
Firstpage :
136
Lastpage :
140
Abstract :
While performing well in segmenting on images with low SNR and low contrast, the three-Dimensional Otsupsilas threshold algorithm has the disadvantage of high computational complexity. By removing the redundant computation and computing look-up table with iteration, this paper improves the complexity greatly and gives a fast algorithm for the three-Dimensional Otsupsilas threshold algorithm. experimental results show that the algorithm reduces calculation time substantially with no quality loss in the threshold compared with the original algorithm.
Keywords :
computational complexity; image segmentation; table lookup; computational complexity; image segmentation; look-up table; redundant computation; three-dimensional Otsu´s thresholding method; Biomedical imaging; Computational complexity; Degradation; Digital images; Histograms; Image segmentation; Information science; Pixel; Signal to noise ratio; Table lookup;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
IT in Medicine and Education, 2008. ITME 2008. IEEE International Symposium on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-3616-3
Electronic_ISBN :
978-1-4244-2511-2
Type :
conf
DOI :
10.1109/ITME.2008.4743838
Filename :
4743838
Link To Document :
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