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Straightening Caenorhabditis elegans images
- Source :
- Bioinformatics
- Publication Year :
- 2007
- Publisher :
- Oxford University Press, 2007.
-
Abstract
- Motivation: Caenorhabditis elegans, a roundworm found in soil, is a widely studied model organism with about 1000 cells in the adult. Producing high-resolution fluorescence images of C.elegans to reveal biological insights is becoming routine, motivating the development of advanced computational tools for analyzing the resulting image stacks. For example, worm bodies usually curve significantly in images. Thus one must ‘straighten’ the worms if they are to be compared under a canonical coordinate system. Results: We develop a worm straightening algorithm (WSA) that restacks cutting planes orthogonal to a ‘backbone’ that models the anterior–posterior axis of the worm. We formulate the backbone as a parametric cubic spline defined by a series of control points. We develop two methods for automatically determining the locations of the control points. Our experimental methods show that our approaches effectively straighten both 2D and 3D worm images. Contact: pengh@janelia.hhmi.org Supplementary information: The example data sets and programs are available upon request.
- Subjects :
- Statistics and Probability
Coordinate system
Biology
Biochemistry
Image (mathematics)
Imaging, Three-Dimensional
Image Interpretation, Computer-Assisted
Animals
Computer vision
Caenorhabditis elegans
Molecular Biology
Parametric statistics
Extramural
business.industry
Pattern recognition
Image enhancement
biology.organism_classification
Image Enhancement
Original Papers
Computer Science Applications
Computational Mathematics
Computational Theory and Mathematics
Microscopy, Fluorescence
Development (differential geometry)
Artificial intelligence
Experimental methods
Data and Text Mining
business
Algorithms
Subjects
Details
- Language :
- English
- ISSN :
- 13674811 and 13674803
- Volume :
- 24
- Issue :
- 2
- Database :
- OpenAIRE
- Journal :
- Bioinformatics
- Accession number :
- edsair.doi.dedup.....f1dfa4cdf1fd97c4492d8ad740f1214b