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