Source:http://linkedlifedata.com/resource/pubmed/id/18044628
Switch to
Predicate | Object |
---|---|
rdf:type | |
lifeskim:mentions | |
pubmed:issue |
Pt 2
|
pubmed:dateCreated |
2007-11-29
|
pubmed:abstractText |
Recently, micro-rotation confocal microscopy has enabled the acquisition of a sequence of slices for a non-adherent living cells where the slices' positions are roughly controlled by a dielectric-field biological cage. The high resolution volume reconstruction requires then the integration of precise alignment of slice positions. We propose in the Bayesian context, a new method combining both slice positioning and 3D volume reconstruction simultaneously, which leads naturally to an energy minimization procedure of a variational problem. An automatic calibration paradigm via Maximum Likelihood estimation (MLE) principle is used for the relative hyper-parameter determination. We provide finally experimental comparison results on both conventional z-stack confocal images and 3D volume reconstruction from micro-rotation slices of the same non-adherent living cell to show its potential biomedical application.
|
pubmed:language |
eng
|
pubmed:journal | |
pubmed:citationSubset |
IM
|
pubmed:status |
MEDLINE
|
pubmed:author | |
pubmed:volume |
10
|
pubmed:owner |
NLM
|
pubmed:authorsComplete |
Y
|
pubmed:pagination |
685-92
|
pubmed:dateRevised |
2009-12-11
|
pubmed:meshHeading |
pubmed-meshheading:18044628-Algorithms,
pubmed-meshheading:18044628-Anatomy, Cross-Sectional,
pubmed-meshheading:18044628-Animals,
pubmed-meshheading:18044628-Artificial Intelligence,
pubmed-meshheading:18044628-Bayes Theorem,
pubmed-meshheading:18044628-Cells, Cultured,
pubmed-meshheading:18044628-Humans,
pubmed-meshheading:18044628-Image Enhancement,
pubmed-meshheading:18044628-Image Interpretation, Computer-Assisted,
pubmed-meshheading:18044628-Imaging, Three-Dimensional,
pubmed-meshheading:18044628-Microscopy, Confocal,
pubmed-meshheading:18044628-Pattern Recognition, Automated,
pubmed-meshheading:18044628-Reproducibility of Results,
pubmed-meshheading:18044628-Rotation,
pubmed-meshheading:18044628-Sensitivity and Specificity
|
pubmed:year |
2007
|
pubmed:articleTitle |
A Bayesian 3D volume reconstruction for confocal micro-rotation cell imaging.
|
pubmed:affiliation |
Ecole Normale Supérieure de Cachan, France. yu@cmla.ens-cachan.fr
|
pubmed:publicationType |
Journal Article,
Research Support, Non-U.S. Gov't
|