Artificial Neural Networks for Automated Quality Control of Textile Seams

Bahlmann C, Heidemann G, Ritter H (1999)
Pattern Recognition 32(6): 1049-1060.

Zeitschriftenaufsatz | Veröffentlicht | Englisch
 
Download
OA
Autor/in
; ;
Abstract / Bemerkung
We present a method for an automated quality control of textile seams, which is aimed to establish a standardized quality measure and to lower coals in manufacturing. The system consists of a suitable image acquisition setup, an algorithm for locating the seam, a feature extraction stage and a neural network of the self-organizing map type for feature classification. A procedure to select an optimized feature set carrying the information relevant for classification is described. (C) 1999 Pattern Recognition Society. Published by Elsevier Science Ltd, All rights reserved.
Stichworte
textile seams; feature selection; quality control; self-organizing feature maps (SOFM); neural networks
Erscheinungsjahr
1999
Zeitschriftentitel
Pattern Recognition
Band
32
Ausgabe
6
Seite(n)
1049-1060
ISSN
0031-3203
Page URI
https://pub.uni-bielefeld.de/record/1622994

Zitieren

Bahlmann C, Heidemann G, Ritter H. Artificial Neural Networks for Automated Quality Control of Textile Seams. Pattern Recognition. 1999;32(6):1049-1060.
Bahlmann, C., Heidemann, G., & Ritter, H. (1999). Artificial Neural Networks for Automated Quality Control of Textile Seams. Pattern Recognition, 32(6), 1049-1060. doi:10.1016/S0031-3203(98)00128-9
Bahlmann, C., Heidemann, G., and Ritter, H. (1999). Artificial Neural Networks for Automated Quality Control of Textile Seams. Pattern Recognition 32, 1049-1060.
Bahlmann, C., Heidemann, G., & Ritter, H., 1999. Artificial Neural Networks for Automated Quality Control of Textile Seams. Pattern Recognition, 32(6), p 1049-1060.
C. Bahlmann, G. Heidemann, and H. Ritter, “Artificial Neural Networks for Automated Quality Control of Textile Seams”, Pattern Recognition, vol. 32, 1999, pp. 1049-1060.
Bahlmann, C., Heidemann, G., Ritter, H.: Artificial Neural Networks for Automated Quality Control of Textile Seams. Pattern Recognition. 32, 1049-1060 (1999).
Bahlmann, Claus, Heidemann, Gunther, and Ritter, Helge. “Artificial Neural Networks for Automated Quality Control of Textile Seams”. Pattern Recognition 32.6 (1999): 1049-1060.
Alle Dateien verfügbar unter der/den folgenden Lizenz(en):
Copyright Statement:
This Item is protected by copyright and/or related rights. [...]
Volltext(e)
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-06T08:48:04Z
MD5 Prüfsumme
5c81e635df969321e0fe4cdb3c4ec28b