TY  - GEN
AU  - ZAWADA-TOMKIEWICZ,Anna, Politechnika Koszalińska - Wydział Mechaniczny
ED  - KOSYR 2003
TI  - Neural networks in surface roughness estimation
KW  - Przetwarzanie obrazów
KW  - Sieci neuronowe
KW  - Inżynieria powierzchni
KW  - Materiały konferencyjne
N2  - In-process inspection systems are necessary for the automatic control of surface quality in a sensor - based manufacturing environment. The machined surface digital image has been applied for the estimation of surface roughness. The measuring system has been built for machined surface digital image acquisition. This image has been analyzed and optimized 4-element feature versus has been prepared. The optimized neural network has been applied for machined surface parameters estimation. The estimation results proved that it is possible to apply the machined surface digital image for the surface roughness on-line monitoring
UR  - http://koha.tu.koszalin.pl/cgi-bin/koha/opac-detail.pl?biblionumber=86238
ER  -