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• W1966786995 abstract "Many image processing problems require the enhancement of coherent flow-like structures. This can be accomplished in a natural way by combining anisotropic diffusion filtering and texture analysis by means of the structure tensor (second-moment matrix, interest operator). In this paper an extension of these ideas to vector-valued images is presented. A structure tensor for vector-valued images is constructed as the mean of the structure tensors of each channel. This idea generalizes Di Zenzo's gradient for colour images by introducing an additional integration scale. The common structure tensor is used for steering the diffusion processes in each channel. The additional integration scale turns out to be crucial for orientation smoothing and it leads to significantly improved filter results. After analysing the role of all filter parameters, examples from different application areas are presented, and it is demonstrated that this type of diffusion filtering is highly robust under additive Gaussian noise." @default.
• W1966786995 created "2016-06-24" @default.
• W1966786995 creator A5012716651 @default.
• W1966786995 date "1999-03-01" @default.
• W1966786995 modified "2023-10-12" @default.
• W1966786995 title "Coherence-enhancing diffusion of colour images" @default.
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• W1966786995 doi "https://doi.org/10.1016/s0262-8856(98)00102-4" @default.
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