Title :
Modelling of 2D gel electrophoresis images for Proteomics databases
Author_Institution :
Warwick Univ., Coventry, UK
Abstract :
An image modelling technique, based on the use of Hermite functions and a multiresolution image alignment algorithm, is described and applied to the problem of analysing 2D electrophoresis images of biological samples. After a brief description of the principles underlying the model, its use is illustrated on some images of samples. The model forms the core of an image analysis and database system currently being developed for Proteomics.
Keywords :
electrophoresis; gels; geometry; image recognition; proteins; 2D gel electrophoresis images; Hermite functions; Proteomics databases; biological samples; image analysis; image modelling technique; multiresolution image alignment algorithm; pattern recognition; Biological system modeling; Electrokinetics; Geometry; Image analysis; Image databases; Image motion analysis; Image resolution; Proteins; Proteomics; Solid modeling;
Conference_Titel :
Pattern Recognition, 2002. Proceedings. 16th International Conference on
Print_ISBN :
0-7695-1695-X
DOI :
10.1109/ICPR.2002.1044871