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  4. Snakes with Tangent-Based Control and Energies for Bioimage Analysis
 
conference paper

Snakes with Tangent-Based Control and Energies for Bioimage Analysis

Uhlmann, V.
•
Delgado-Gonzalo, R.
•
Unser, M.  
2014
Proceedings of the Eleventh IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI'14)

We propose a novel active contour for the analysis of filament-like structures and boundaries—features that traditional snakes based on closed curves have difficulties to delineate. Our method relies on a parametric representation of an open curve involving Hermite-spline basis functions. This allows us to impose constraints both on the contour and on its derivatives. The proposed parameterization enables tangential controls and facilitates the design of an energy term that considers oriented features. In this way, our technique can be used to detect edges as well as ridges. The use of the Hermite-spline basis is well suited to a semi-interactive implementation. We developed an ImageJ plugin, and present experimental results on real biological data.

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Type
conference paper
DOI
10.1109/ISBI.2014.6867993
Author(s)
Uhlmann, V.
Delgado-Gonzalo, R.
Unser, M.  
Date Issued

2014

Publisher

IEEE

Published in
Proceedings of the Eleventh IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI'14)
Issue

Beijing, People's Republic of China

Start page

806

End page

809

URL

URL

http://bigwww.epfl.ch/publications/uhlmann1402.html

URL

http://bigwww.epfl.ch/publications/uhlmann1402.pdf

URL

http://bigwww.epfl.ch/publications/uhlmann1402.ps
Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LIB  
Available on Infoscience
September 18, 2015
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/118189
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