Title :
The edge detection of brain tumor
Author :
Mei, Xie ; Zheng, Zhen ; Bingrong, Wu ; Guo, Li
Author_Institution :
Sch. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
The edge detection plays a critical role in medical application, edges characterize boundaries are fundamental problem in image processing. The paper illustrates the way by canny algorithm detecting the weak edge of brain, then labeling all the 8-connected edge with a different number and classifying with the that edge, for the size of all the 8-connected edge circumference being different. So, we can plot the histogram according to the size of the edge. At last, we can detect the sole weak edge by the histogram segmentation. This way can help us get the deformable edge such as brain tumor.
Keywords :
edge detection; image segmentation; medical image processing; tumours; brain tumor; canny algorithm; edge detection; histogram segmentation; Biomedical engineering; Detectors; Filters; Histograms; Image edge detection; Image segmentation; Labeling; Medical services; Neoplasms; Smoothing methods; 8-connected; canny; labeling; weak edge;
Conference_Titel :
Communications, Circuits and Systems, 2009. ICCCAS 2009. International Conference on
Conference_Location :
Milpitas, CA
Print_ISBN :
978-1-4244-4886-9
Electronic_ISBN :
978-1-4244-4888-3
DOI :
10.1109/ICCCAS.2009.5250487