DocumentCode
674850
Title
Research and Development of a Recognition System for Measurements in Micromechanics
Author
Baydyk, Tetyana ; Kussul, Ernst ; Hernandez Acosta, Miguel ; Vega, A.
Author_Institution
Centro de Cienc. Aplic. y Desarrollo Tecnol., Univ. Nac. Autonoma de Mexico, Mexico City, Mexico
fYear
2013
fDate
19-22 Nov. 2013
Firstpage
53
Lastpage
58
Abstract
The article includes a description of research results in the areas of neural networks and image recognition with applications in micro mechanics. The principle objective is to develop a recognition system of edges of micro components for use in measuring sizes of these micro components. In applications of this recognition system in real control systems the elapsed time is a critical point. Therefore, one of the lines of research is to implement the neural network in electronic schemes. To implement algorithms of neural networks we used the electronic schemes ALTERA.
Keywords
computerised instrumentation; edge detection; mechanical engineering computing; micromechanics; neural nets; size measurement; ALTERA; critical point; electronic schemes; image recognition system; microcomponent edge recognition system; micromechanics; neural networks; real control systems; sizes measurement; Image edge detection; Neural networks; Neurons; Object recognition; Pistons; Training; Visualization; LIRA neural network; measurement; micromechanics; recognition system;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics, Electronics and Automotive Engineering (ICMEAE), 2013 International Conference on
Conference_Location
Morelos
Print_ISBN
978-1-4799-2252-9
Type
conf
DOI
10.1109/ICMEAE.2013.13
Filename
6713955
Link To Document