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Curve computation by geodesics and graph modelling for polymer analysis
- 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.
- Subjects :
- 0301 basic medicine
[ INFO.INFO-MO ] Computer Science [cs]/Modeling and Simulation
Traverse
Geodesic
Computation
[ INFO.INFO-CV ] Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]
Topology
Curvature
Greyscale curves
03 medical and health sciences
[ INFO.INFO-TI ] Computer Science [cs]/Image Processing
Graph traversal
Molecular image analysis
Electrical and Electronic Engineering
Mathematics
Curve orientation
[INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]
[INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation
Shape analysis
030104 developmental biology
Geodesics fusion
[INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV]
Signal Processing
Shape extraction
Piecewise
Shape analysis (digital geometry)
Subjects
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