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Curve computation by geodesics and graph modelling for polymer analysis

Authors :
Somia Rahmoun
Fabrice Mairesse
Johan Hofkens
Hiroshi Uji-i
Tadeusz Sliwa
Laboratoire d'Electronique, d'Informatique et d'Image [EA 7508] (Le2i)
Université de Technologie de Belfort-Montbeliard (UTBM)-Université de Bourgogne (UB)-École Nationale Supérieure d'Arts et Métiers (ENSAM)
Arts et Métiers Sciences et Technologies
HESAM Université (HESAM)-HESAM Université (HESAM)-Arts et Métiers Sciences et Technologies
HESAM Université (HESAM)-HESAM Université (HESAM)-AgroSup Dijon - Institut National Supérieur des Sciences Agronomiques, de l'Alimentation et de l'Environnement-Centre National de la Recherche Scientifique (CNRS)
Département de Chimie
Université Catholique de Louvain = Catholic University of Louvain (UCL)
Laboratoire d'Electronique, d'Informatique et d'Image UMR CNRS 6306 ( Le2i )
Université de Technologie de Belfort-Montbeliard ( UTBM ) -Centre National de la Recherche Scientifique ( CNRS ) -École Nationale Supérieure d'Arts et Métiers ( ENSAM ) -Université de Bourgogne ( UB ) -AgroSup Dijon - Institut National Supérieur des Sciences Agronomiques, de l'Alimentation et de l'Environnement
Université Catholique de Louvain ( UCL )
Source :
Signal, Image and Video Processing, Signal, Image and Video Processing, Springer Verlag, 2017, pp.1-8. ⟨10.1007/s11760-017-1109-4⟩, Signal, Image and Video Processing, Springer Verlag, 2017, pp.1-8. 〈https://link.springer.com/article/10.1007%2Fs11760-017-1109-4〉. 〈10.1007/s11760-017-1109-4〉
Publication Year :
2017
Publisher :
Springer Science and Business Media LLC, 2017.

Abstract

International audience; Even though polymer chains are well studied, the convolution and diffraction effect of microscopes may cause the quality of the images to be blurry and/or noisy. This paper aims to present an automatic method to extract the curve representing a polymer chain. This curve is useful for chemical studies; for instance, the length of a polymer chain and its curvature are related to its chemical properties. A movement of the polymer chain may lead to complex geometries with possible intersections. In response to this, we developed an approach computing a piecewise curve traversing the shape. This technique relies on computing several geodesics by browsing distinct parts of the shape. Fusing these elements together allows the entire shape to be represented. The curve orientation is already preserved by considering the fusion as a graph traversal problem. The method provides promising results, validated by experts and approved by simulation.

Details

ISSN :
18631711 and 18631703
Volume :
11
Database :
OpenAIRE
Journal :
Signal, Image and Video Processing
Accession number :
edsair.doi.dedup.....22227e403a9a8b2111de06e2cc3bf87f
Full Text :
https://doi.org/10.1007/s11760-017-1109-4