DocumentCode :
2400457
Title :
Research on Image Segmentation Based on the Improved Otsu Algorithm
Author :
Qu, Zhong ; Zhang, Li
Author_Institution :
Coll. of Comput. Sci. & Technol., Chongqing Univ. of Posts & Telecommun., Chongqing, China
Volume :
2
fYear :
2010
fDate :
26-28 Aug. 2010
Firstpage :
228
Lastpage :
231
Abstract :
Some characteristics were used in the image segmentation algorithms, these algorithms have the inevitable limitations, so the appropriate methods were selected for a variety of practical applications in the field of demand. Some threshold segmentation, edge detection algorithms were discussed, the Otsu algorithm and the improved Otsu algorithm were studied in this article. The results of the simulation by different images were analysed, studied, compared. The results show that the improved Otsu algorithm can effectively improve the quality of image segmentation.
Keywords :
edge detection; image segmentation; statistical analysis; edge detection; image segmentation; image thresholding; improved Otsu algorithm; Algorithm design and analysis; Entropy; Histograms; Image edge detection; Image segmentation; Laplace equations; Pixel; Otsu algorithm; edge detectiont; image segmentation; threshold segmentation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2010 2nd International Conference on
Conference_Location :
Nanjing, Jiangsu
Print_ISBN :
978-1-4244-7869-9
Type :
conf
DOI :
10.1109/IHMSC.2010.157
Filename :
5590856
Link To Document :
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