Title :
A directional detector for edge based on difference images
Author :
Hu, S.X. ; Wang, Z.S. ; Liao, Z.W.
Author_Institution :
Sch. of Autom. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu
Abstract :
In this paper, we propose a novel method for edge detection based on difference images. In order to increase the ability of difference images in direction detection, we propose a maximum modulus technique, whose singularities are located both by the gray differences and maximum gradient directions. That is, the singularities are located along the gradient directions with maximum difference modulus. The whole framework both on theory and application is given in this paper. Experiments show that the new technique has very good visual behaves.
Keywords :
edge detection; gradient methods; difference images; directional detector; edge detector; gray differences; maximum difference modulus; maximum gradient directions; maximum modulus technique; Application software; Automation; Computer science; Computer vision; Detectors; Filtering; Filters; Image converters; Image edge detection; Noise reduction; Difference image; edge detection; gradient direction; maximum difference modulus (MDF);
Conference_Titel :
Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-2383-5
Electronic_ISBN :
1062-922X
DOI :
10.1109/ICSMC.2008.4811383