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
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;
Conference_Titel :
Neural Information Processing, 2002. ICONIP '02. Proceedings of the 9th International Conference on
Print_ISBN :
981-04-7524-1
DOI :
10.1109/ICONIP.2002.1199030