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Pregled bibliografske jedinice broj: 208994

Discrete wavelet and neural network based image processing for quality control


Rimac-Drlje, Snježana; Keller, Alen; Zapletal, Stjepan
Discrete wavelet and neural network based image processing for quality control // Proceedings of XXII. Internationale Konferentz “ ; ; Science in Practice” ; ; / Mohringer, Peter (ur.).
Schweinfurt: Fachhochschule Wurzburg-Schweinfurt, University of Applied Science, 2005. str. 101-107 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Discrete wavelet and neural network based image processing for quality control

Autori
Rimac-Drlje, Snježana ; Keller, Alen ; Zapletal, Stjepan

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of XXII. Internationale Konferentz “ ; ; Science in Practice” ; ; / Mohringer, Peter - Schweinfurt : Fachhochschule Wurzburg-Schweinfurt, University of Applied Science, 2005, 101-107

Skup
XXII. Internationale Konferenz "Science in Practice" Schweinfurt 2005

Mjesto i datum
Schweinfurt, Njemačka, 18-20.05.2005

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Surface failure detection; neural networks; wavelets; self-learning system

Sažetak
In this article we present a self-learning system for automatic detection of surface failures on ceramic tiles. This system is based on the probabilistic neural network with radial basis. The discrete wavelet transform (DWT) is used as a preprocessing method with good feature extraction possibilities. With an automatic procedure for the production of input vectors for the neural networks training the presented system can adapt itself to different textures. Experimental results of the defect detection for different types of tiles show a high accuracy and applicability of the proposed procedure.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo



POVEZANOST RADA


Projekt / tema
0165103
0165112

Ustanove
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek

Autor s matičnim brojem:
Snježana Rimac-Drlje, (154740)