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
Autor*in
Bahlmann, Claus;
Heidemann, Gunther;
Ritter, HelgeUniBi 
Einrichtung
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. https://doi.org/10.1016/S0031-3203(98)00128-9
Bahlmann, Claus, Heidemann, Gunther, and Ritter, Helge. 1999. “Artificial Neural Networks for Automated Quality Control of Textile Seams”. Pattern Recognition 32 (6): 1049-1060.
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.
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Open Access
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