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In this paper, a robust edge detection method based on independent component analysis (ICA) was proposed. It is known that most of the ICA basis functions extracted from images are sparse and similar to localized and oriented receptive fields. In this paper, the Lp norm is used to estimate sparseness of the ICA basis functions, and then, the sparser basis functions were selected for representing...
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