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  4. Shape Estimation of 3-D DNA Molecules from Stereo Cryo-Electron Micro-Graphs
 
conference paper

Shape Estimation of 3-D DNA Molecules from Stereo Cryo-Electron Micro-Graphs

Jacob, M.  
•
Blu, T.  
•
Unser, M.  
2004
Proceedings of the 2004 IEEE International Conference on Image Processing (ICIP'04)

We introduce a 3-D parametric active contour algorithm for the shape estimation of DNA molecules from stereo cryo-electron micrographs. We consider a 3-D filament (consisting of a B-spline skeleton and a specified radial profile) and match its projections with the micrographs using an optimization algorithm. To accelerate the evaluation of the projections, we approximate the global model locally by an elongated blob-like template that is designed to be projection-steerable. This means that the 2-D projections of the template at any 3-D orientation can be expressed as a linear combination of a few basis functions. Thus, the matching of the template projections is reduced to evaluating a weighted sum of the inner-products between the basis functions and the micrographs. We choose an internal energy term that penalizes the total curvature magnitude of the curve. We also use a constraint energy term that forces the curve to have a specified length. The sum of these terms along with the image energy obtained from the matching process is minimized using a conjugate-gradient algorithm. We validate the algorithm using real as well as simulated data.

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Type
conference paper
DOI
10.1109/ICIP.2004.1421445
Author(s)
Jacob, M.  
Blu, T.  
Unser, M.  
Date Issued

2004

Publisher

IEEE

Published in
Proceedings of the 2004 IEEE International Conference on Image Processing (ICIP'04)
Issue

Singapore, Singapore

Start page

1883

End page

1886

URL

URL

http://bigwww.epfl.ch/publications/jacob0403.html

URL

http://bigwww.epfl.ch/publications/jacob0403.pdf

URL

http://bigwww.epfl.ch/publications/jacob0403.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/20.500.14299/118101
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