EDGE DETECTION BASED ON INTEGRATION OF MULTI-FILTER

Kong Xiangwei; Xu Weiran

Volume 23 Issue 11

Nov. 2001

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Kong Xiangwei, Xu Weiran. EDGE DETECTION BASED ON INTEGRATION OF MULTI-FILTER[J]. Journal of Electronics & Information Technology, 2001, 23(11): 1061-1065.

Citation:

Kong Xiangwei, Xu Weiran. EDGE DETECTION BASED ON INTEGRATION OF MULTI-FILTER[J]. Journal of Electronics & Information Technology, 2001, 23(11): 1061-1065.

Kong Xiangwei, Xu Weiran. EDGE DETECTION BASED ON INTEGRATION OF MULTI-FILTER[J]. Journal of Electronics & Information Technology, 2001, 23(11): 1061-1065.

Citation:

Kong Xiangwei, Xu Weiran. EDGE DETECTION BASED ON INTEGRATION OF MULTI-FILTER[J]. Journal of Electronics & Information Technology, 2001, 23(11): 1061-1065.

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EDGE DETECTION BASED ON INTEGRATION OF MULTI-FILTER

Received Date: 1999-07-20
Rev Recd Date: 2000-02-28
Publish Date: 2001-11-19

Abstract

Abstract

In this paper, a set of filters is used to extract features of gray scale s distribution from an image. Different features detect different kinds of edges. In the end, those results are integrated to get the ultimate image edge. The method presented in this paper turns edge detection into a problem of pattern recognition. So the method can fit to a complex edge model. Experimental results prove that the presented method is feasible and effective.

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References(1)

References

D. Marr, E. Hildreth, Theory of edge detection, Proc. Roy. Soc., London, 1980, Vol. B207,187-217.[2]A. Witkin, Scale-space filtering, Int. Joint Conf. Artifical Intelligence, Karlsruhe,West Germany, 1983, 1019-1022.[3]J. Canny, A computational approach to edge detection, IEEE Trans. on Pattern Anal. MachineIntell., 1986, 8(6), 679-698.[4]S.G. Mallat, S. Zhong, Characterization of signals from multiscale edges, IEEE Trans. on PatternAnal. Machine Intell, 1992, 14(7), 710-732.[5]Mamdari, Advances in the linguistic synthesis of fuzzy controller, Intl J. Man-Machine Studies, 1976, 8(6), 669-679.[6]Todd Law, Hidennori Itoh, Hirohisa Seki, Image filtering, edge detection, and edge tracing usingfuzzy reasoning, IEEE Trans. on Pattern Anal. and Machine Intell., 1996, 18(5), 481 491.

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