Image edge detection operators based on orthogonal polynomials

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In this study, orthogonal polynomial baed edge detection operators are introduced to replace traditional convolution-based and block processing methods with direct matrix multiplication. A mathematical model are also introduced with empirical study results is established to investigate the performance of the proposed detectors compared with that of traditional algorithms, such as Sobel and Canny operators.

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