• DocumentCode
    2086266
  • Title

    The application of the filtering process to some microscope images classification

  • Author

    Napieralska, Malgorzata ; Napieralski, Andrzej ; Zubert, Mariusz ; Grams, Aleksander ; Liberski, Pawel ; Sobów, Tomasz

  • Author_Institution
    Dept. of Microelectron. & Comput. Sci., Tech. Univ. Lodz, Poland
  • fYear
    2001
  • fDate
    12-17 Feb. 2001
  • Firstpage
    279
  • Lastpage
    282
  • Abstract
    The ultimate aim of our research is a creation and development of a universal diagnostic tool for semiautomatic diagnosis of various brain amyloidoses based on an universal amyloid plaque computer pattern image segmentation techniques, Presented method is universal and can be applied to recognition of a wide class of microscopic objects. The authors expect that the experimental procedures could also lead to modification of the CJD diagnosis. The further application of a diagnostic system based on an amyloid plaque pattern for screening animals is also feasible. The authors investigate research in approximation of analytical distributed functions for given colour space and improve an object recognition by the proposed system using fuzzy logic or systolic networks.
  • Keywords
    brain; diseases; filtering theory; fuzzy logic; image classification; image segmentation; medical image processing; object recognition; optical microscopy; CJD; analytical distributed functions; brain amyloidoses; colour space; computer pattern image segmentation; filtering process; fuzzy logic; microscope images; neurodegenerative diseases; object recognition; semiautomatic diagnosis; systolic networks; universal amyloid plaque; Animals; Application software; Filtering; Fuzzy logic; Image color analysis; Image recognition; Image segmentation; Microscopy; Object recognition; Pattern recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    CAD Systems in Microelectronics, 2001. CADSM 2001. Proceedings of the 6th International Conference. The Experience of Designing and Application of
  • Conference_Location
    Lviv-Slavsko, Ukraine
  • Print_ISBN
    966-553-079-8
  • Type

    conf

  • DOI
    10.1109/CADSM.2001.975839
  • Filename
    975839