DocumentCode
3447854
Title
Neurocomputer processing of the images in the task of tuberculosis contageons identification
Author
Galushkin, A.I. ; Zlobin, K.S. ; Korobkova, S.V. ; Rjabtsev, E.I. ; Tomashevich, N.S. ; Tumoian, E.P.
Author_Institution
Sci. Center of Neurocomputers, Moscow, Russia
Volume
4
fYear
2002
fDate
18-22 Nov. 2002
Firstpage
2029
Abstract
The development of the system of recognition of the different contagions, including tuberculosis contageons, is conducted in the Scientific Center of Neurocomputers. In this work some algorithms of tuberculosis contageons (Koch´s bacillus) identification are presented. They were designed in the Scientific Center of Neurocomputers RACS in the context of solving this task. The description of Express algorithm and the algorithms of neural network processing of the images and the results are adduced.
Keywords
identification; image recognition; medical image processing; neural nets; contagions; neurocomputers; recognition; tuberculosis contageons; tuberculosis contageons identification; Brightness; Histograms; Image edge detection; Image recognition; Microorganisms; Microscopy; Neural networks; Object detection; Paints; Pixel;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Information Processing, 2002. ICONIP '02. Proceedings of the 9th International Conference on
Print_ISBN
981-04-7524-1
Type
conf
DOI
10.1109/ICONIP.2002.1199030
Filename
1199030
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