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
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