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conference paper

The Snakuscule

Thévenaz, P.  
•
Unser, M.  
2006
Proceedings of the 2006 IEEE International Conference on Image Processing (ICIP'06)

Traditional snakes, or active contours, are planar parametric curves. Their parameters are determined by optimizing the weighted sum of three energy terms: one depending on the data (typically on the integral of its gradient under the curve, or on its integral over the area enclosed by the curve), one monitoring the shape of the curve (typically promoting its smoothness, or regularizing ambiguous solutions), and one incorporating prior knowledge (typically favoring a given shape). We present in this paper a snake that we designed to be as simple as possible without losing too many of the characteristics of more complicated, fuller versions. It retains an area data term and requires regularization to avoid an ill-posed optimization problem. It is parameterized by just two points, thus further easing requirements on the optimizer. Despite its extreme simplicity, this active contour can efficiently solve a variety of problems such as cell counting and segmentation of approximately circular features.

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Type
conference paper
DOI
10.1109/ICIP.2006.312658
Author(s)
Thévenaz, P.  
Unser, M.  
Date Issued

2006

Publisher

IEEE

Published in
Proceedings of the 2006 IEEE International Conference on Image Processing (ICIP'06)
Issue

Atlanta GA, USA

Start page

1633

End page

1636

URL

URL

http://bigwww.epfl.ch/publications/thevenaz0602.html

URL

http://bigwww.epfl.ch/publications/thevenaz0602.pdf

URL

http://bigwww.epfl.ch/publications/thevenaz0602.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/20.500.14299/118129
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