• DocumentCode
    2015471
  • 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
  • Volume
    1
  • fYear
    1994
  • fDate
    13-16 Nov 1994
  • Firstpage
    382
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1994. Proceedings. ICIP-94., IEEE International Conference
  • Conference_Location
    Austin, TX
  • Print_ISBN
    0-8186-6952-7
  • Type

    conf

  • DOI
    10.1109/ICIP.1994.413340
  • Filename
    413340