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Towards skin image mosaicing

Authors :
Christian Daul
Khuram Faraz
Marine Amouroux
Walter Blondel
Centre de Recherche en Automatique de Nancy (CRAN)
Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS)
Daul, Christian
Source :
6th International Conference on Image Processing Theory, Tools and Applications, IPTA 2016, 6th International Conference on Image Processing Theory, Tools and Applications, IPTA 2016, Dec 2016, Oulu, Finland, IPTA
Publication Year :
2016
Publisher :
HAL CCSD, 2016.

Abstract

International audience; This paper presents a framework for mosaicing high resolution skin video sequences in the context of teledermatology. While considering different stages of the mosaicing pipeline, including stitching and blending, several feature- and intensity-based image registration approaches are compared. Their performances in terms of quantitative and qualitative results are discussed so as to move towards the selection of the most suited approach. Although the intensity based approach proved to be more precise over short displacements, the feature based approach is advantageous in terms of computation time apart from being more reliable over large displacements, thus permitting a faster mosaic construction by skipping over some frames in the sequence.

Details

Language :
English
Database :
OpenAIRE
Journal :
6th International Conference on Image Processing Theory, Tools and Applications, IPTA 2016, 6th International Conference on Image Processing Theory, Tools and Applications, IPTA 2016, Dec 2016, Oulu, Finland, IPTA
Accession number :
edsair.doi.dedup.....bcb7fa07ffcaee37e9496c41ddf32d17