A Pseudo-Boolean Polynomials Approach for Image Edge Detection

08/29/2023

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by   Tendai Mapungwana Chikake, et al.

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We introduce a novel approach for image edge detection based on pseudo-Boolean polynomials for image patches. We show that patches covering edge regions in the image result in pseudo-Boolean polynomials with higher degrees compared to patches that cover blob regions. The proposed approach is based on reduction of polynomial degree and equivalence properties of penalty-based pseudo-Boolean polynomials.