Title :
Directional adaptive image filtering: application to DNA sequence analysis
Author :
Vila, J.-L. ; Bolon, Ph
Author_Institution :
Lab. d´´Autom. et MicroInf. Ind., Savoie Univ., Annecy, France
Abstract :
DNA sequencing consists of retrieving the arrangement of nitrogenous bases which contain the genetic information of living systems. Most of sequencing devices are based on the analysis of electrophoretograms. Thus the 3D structure of DNA molecules is represented by a 2D grey level image. Because of the physical and chemical processes involved, resulting images are noisy and blurred. The objects to be localized in the image are thin and stretched structures. In this paper, we introduce a directional adaptive filter aiming at preserving the shape of the structures and at reducing noise and artifacts. This filter selects an appropriate sub-window and operates an order filtering in it. Some statistical properties of this filter are studied. Experimental results are then presented
Keywords :
DNA; adaptive filters; biological techniques; biology computing; estimation theory; genetics; image segmentation; image sequences; living systems; molecular biophysics; 2D grey level image; 3D structure; DNA molecules; DNA sequence analysis; artifacts; chemical processes; directional adaptive image filtering; electrophoretograms; genetic information; living systems; nitrogenous bases; noisy blurred images; order filtering; physical processes; statistical properties; sub-window; Adaptive filters; Chemical processes; DNA; Filtering; Genetics; Image sequence analysis; Information retrieval; Noise reduction; Noise shaping; Shape;
Conference_Titel :
Image Processing, 1994. Proceedings. ICIP-94., IEEE International Conference
Conference_Location :
Austin, TX
Print_ISBN :
0-8186-6952-7
DOI :
10.1109/ICIP.1994.413340