Title :
A Compression scheme for archiving DNA sequencing images
Author :
Mishra, Hansraj ; Dhand, Harsh ; Dimitrova, Nevenka
Author_Institution :
Dept. of Electr. Eng., IIT Kharagpur, Kharagpur
Abstract :
DNA sequencing today produces vast amounts of image data in the final recording process. For example, Solexapsilas sequencing by synthesis platform allows the outcome of sequencing reactions to be observed simultaneously at a resolution of millions of individual DNA molecules. Recording the outcome after each reaction therefore, generates terabytes of image data in the course experimentation. For posterity reasons some of this image data needs to be preserved for longer term and therefore we need compression schemes with high compression ratios while data fidelity needs to be preserved. This paper describes the design and implementation of a novel compression scheme for archiving DNA Sequencing Images produced during the sequencing by synthesis procedure. The scheme is based on the identification of information points in the sequencing images, and regeneration of the whole image using these, exploiting diffraction characteristics of point sources of light. It provides for a high compression ratio of 1:10 to 1:20, while still maintaining acceptable fidelity of the information.
Keywords :
DNA; biology computing; data compression; image coding; image representation; image retrieval; image segmentation; interpolation; molecular biophysics; DNA sequencing image; Solexapsilas sequencing; archiving; data fidelity; image compression; image regeneration; information identification; surface interpolation technique; Bioinformatics; Costs; DNA; Diffraction; Fluorescence; Genomics; Image coding; Image generation; Image segmentation; Noise reduction;
Conference_Titel :
Genomic Signal Processing and Statistics, 2008. GENSiPS 2008. IEEE International Workshop on
Conference_Location :
Phoenix, AZ
Print_ISBN :
978-1-4244-2371-2
Electronic_ISBN :
978-1-4244-2372-9
DOI :
10.1109/GENSIPS.2008.4555685