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A hierarchical learning method for segmenting natural images is proposed in this paper. This approach combines the perceptual information of three natures – colour, texture, and homogeneity – in order to segment natural colour images. These low-level features are extracted using a multiple scale neural architecture we previously proven in [1,20]. Present approach incorporates the human knowledge to...
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