Title :
Analysis and application of image segmentation and edge detection operator
Author :
Lu-Bin, Zheng ; Wei, Zhou
Author_Institution :
Xiamen University of Technology, Xiamen, China No.600 Ligong Road, Jimei District, Xiamen, 361024, Fujian Province
Abstract :
Edges are the main feature of image, also an essential part of the computer visual and pattern recognition, so edge detection is a crucial step in the process of image processing. This article analyzes the algorithm of image segmentation and edge detection, compared the advantages and disadvantages of various operators by MATLAB. Through the experimental comparison, The overall effect of Canny operator is relatively well, but less detailed. So there is not an universal edge operator. The most important is how to choose a suitable threshold, this will be a decisive role.
Keywords :
Convolution; Feature extraction; Image edge detection; Image segmentation; Interference; Noise; Signal processing algorithms; edge detection; image processing; image segmentation; operator;
Conference_Titel :
Computer Science & Education (ICCSE), 2015 10th International Conference on
Conference_Location :
Cambridge, United Kingdom
Print_ISBN :
978-1-4799-6598-4
DOI :
10.1109/ICCSE.2015.7250339