Skin surface and volume modeling : clustering and color analysis

Thanks to recent developments, skin evaluation has become easier and more accurate. Topographical evaluation of skin surface by fringes projection as intra-dermal structures and exploration by in-vivo laser confocal microscopy are some examples. The use and development of these tools are developed in this thesis. Image processing contribution is obvious, as much for the treatment of these tools acquisitions, as for cutaneous parameters evaluation, based on digital camera acquisitions for example. Grey level LIP model extension to color has been realized in order to bring way of analysis near to the expert one, thanks to logarithmic bases of this model, very close to the human vision. At least, data clustering in images, a redundant topic in image analysis, has been approached by ascending hierarchical clustering, using rigorous mathematical properties thanks to the ultrametric distances

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Additional Info

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Source https://theses.hal.science/tel-00693348
Author Breugnot, Josselin
Maintainer CCSD
Last Updated May 20, 2026, 04:45 (UTC)
Created May 20, 2026, 04:45 (UTC)
Identifier NNT: 2011STET4008
Language fr
Rights https://about.hal.science/hal-authorisation-v1/
contributor Laboratoire Hubert Curien (LabHC) ; Institut d'Optique Graduate School (IOGS)-Université Jean Monnet - Saint-Étienne (UJM) ; Université Jean Monnet (EPSCPE) (UJM EPE)-Université Jean Monnet (EPSCPE) (UJM EPE)-Centre National de la Recherche Scientifique (CNRS)
creator Breugnot, Josselin
date 2011-06-27T00:00:00
harvest_object_id a89c7ff3-f110-490c-b01a-e013edc03be3
harvest_source_id 3374d638-d20b-4672-ba96-a23232d55657
harvest_source_title test moissonnage SELUNE
metadata_modified 2026-04-23T00:00:00
set_spec type:THESE