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Conference Papers Year : 2013

Multi-scale analysis of skin hyper-pigmentation evolution


In this paper, we use statistical inference and muti-spectral images to quantify the evolution of skin hyper-pigmentation lesions under treatment. We show that statistical inference allows getting change maps of the disease which can be useful for dermatologists to analyze the disease evolution. Indeed, a local change map is obtained by computing the deviation between two multi-spectral images in a region of interest (ROI). Then, we normalize the obtained map and develop a statistical inference framework to quantify the changes. Finally, we propose a criterion that integrates change maps in order to quantify the treatment efficacy on a patient.
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hal-00841460 , version 1 (01-10-2013)


  • HAL Id : hal-00841460 , version 1


Sylvain Prigent, Xavier Descombes, Didier Zugaj, Laurent Petit, Josiane Zerubia. Multi-scale analysis of skin hyper-pigmentation evolution. ICIP - International Conf. on Image Processing, Sep 2013, Melbourne, Australia. ⟨hal-00841460⟩
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