Title :
Classification of tissues by neural network
Author :
Salem, Y. Ben ; Nasri, S. ; Tourki, R.
Author_Institution :
Dept. of micro-Electron., FSM, Monastir
Abstract :
In this paper, an algorithm of identification of a tissue is elaborated. It is based on the comparison of a tissue with the linen, the satin and the serge. Many images of these tissues are pre-treated to bring out the vector of parameters of each one. The tested sample is compared with each one of the three images of the tissues stored in the data base using a neural network method. This method is faster than the classical methods and leads to a recognition of 70%.
Keywords :
image classification; medical image processing; neural nets; data base; identification algorithm; image recognition; neural network; neural network method; tissue classification; Algorithm design and analysis; Decision trees; Electronic mail; Industrial control; Multi-layer neural network; Multilayer perceptrons; Neural networks; Pattern recognition; Testing; Wire;
Conference_Titel :
Electronics, Circuits and Systems, 2005. ICECS 2005. 12th IEEE International Conference on
Conference_Location :
Gammarth
Print_ISBN :
978-9972-61-100-1
Electronic_ISBN :
978-9972-61-100-1
DOI :
10.1109/ICECS.2005.4633394
