Nonorthogonal wavelet edge detector with four filter-coefficients

Hyungjun Kim, Ching-Chung Li · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 1993

Interaction of edges in a detection process often cause displacements of detected edges at large scales. We consider a wavelet-based multiscale edge detector for reducing the degree of edge interactions. A symmetric scaling function corresponding to (c0, c3) equals (0.05, 0.05) is selected from solutions to the four-coefficient dilation equations, which leads to a four- coefficient filter yielding a minimum interaction between edges. Experimental results are presented to show its detection and localization performance.

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