Title :
Application of neural network pattern recognition to the geometrical characterisation of optical fibres
Author :
Hadland, S.M. ; Nelson, J.C.C.
Author_Institution :
Leeds Univ., UK
Abstract :
Automation of the image shearing measurement technique applied to optical fibre geometry is discussed. The use of both edge detection filters and a multi-layer perceptron neural network to identify the critical `just touch´ condition are compared. The repeatability of cladding diameter measurements using both methods are presented which demonstrate the superiority of the neural network technique
Keywords :
diameter measurement; edge detection; multilayer perceptrons; optical fibre cladding; pattern recognition; cladding diameter measurements; edge detection filters; geometrical characterisation; image shearing measurement technique; just touch condition; multilayer perceptron; neural network technique; optical fibre geometry; pattern recognition;
Conference_Titel :
Image Processing and its Applications, 1995., Fifth International Conference on
Conference_Location :
Edinburgh
Print_ISBN :
0-85296-642-3
DOI :
10.1049/cp:19950741