DocumentCode
2765078
Title
On the Use of Distance Maps in the Analysis of 1D DNA Gel Images
Author
Sotaquira, Miguel
Author_Institution
Electr. & Electron. Eng. Dept., Univ. del Norte, Barranquilla, Colombia
fYear
2009
fDate
7-9 March 2009
Firstpage
172
Lastpage
176
Abstract
DNA gels analysis plays an important role in genetic of populations and genetic disorders diagnosis studies. The main purpose of this procedure is to determine the size(measured in base pairs) of every DNA fragment present in the gel. This paper describes a procedure, based on digital image processing techniques, that leads to lanes segmentation and bands detection on the digital image, with help of procedures such as autocorrelation and distance maps estimation. It is a completely new approach to DNA electrophoresis gels analysis; the algorithm is more robust and precise than previous works developed until now, and also offers the same (and sometimes better) performance offered by some commercial software evaluated.
Keywords
DNA; biological techniques; biology computing; electrophoresis; gels; genetics; image segmentation; molecular biophysics; 1D DNA gel image analysis; DNA fragment; band detection; digital image processing technique; electrophoresis gel analysis; genetic disorder; lanes segmentation; Algorithm design and analysis; Autocorrelation; DNA; Digital images; Electrokinetics; Genetics; Image analysis; Image segmentation; Performance analysis; Software algorithms; DNA; distance maps; electrophoresis; image processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital Image Processing, 2009 International Conference on
Conference_Location
Bangkok
Print_ISBN
978-0-7695-3565-4
Type
conf
DOI
10.1109/ICDIP.2009.58
Filename
5190566
Link To Document