Combining multiple neural nets for visual feature selection and classification

Heidemann G, Ritter H (1999)
In: ICANN 99. Ninth International Conference on Artificial Neural Networks., 1(470). IET: 365-370.

Konferenzbeitrag | Veröffentlicht | Englisch
 
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Autor*in
Heidemann, Gunther; Ritter, HelgeUniBi
Abstract / Bemerkung
We present a system for object recognition in real images employing three different types of neural networks which accomplish feature extraction and classification. The main advantages of the method are its portability to different object domains without extensive parameter adjustments or changes in the feature extraction, and the low computational effort. This is achieved using a combination of the vector quantization, principal component analysis and a network for nonlinear classification tasks.
Erscheinungsjahr
1999
Titel des Konferenzbandes
ICANN 99. Ninth International Conference on Artificial Neural Networks
Band
1
Ausgabe
470
Seite(n)
365-370
Konferenz
Ninth International Conference on Artificial Neural Networks
Konferenzort
Edinburgh
Konferenzdatum
1999-09-07 – 1999-09-10
ISBN
0-85296-721-7
Page URI
https://pub.uni-bielefeld.de/record/2714843

Zitieren

Heidemann G, Ritter H. Combining multiple neural nets for visual feature selection and classification. In: ICANN 99. Ninth International Conference on Artificial Neural Networks. Vol 1. IET; 1999: 365-370.
Heidemann, G., & Ritter, H. (1999). Combining multiple neural nets for visual feature selection and classification. ICANN 99. Ninth International Conference on Artificial Neural Networks, 1, 365-370. IET. doi:10.1049/cp:19991136
Heidemann, G., and Ritter, H. (1999). “Combining multiple neural nets for visual feature selection and classification” in ICANN 99. Ninth International Conference on Artificial Neural Networks, vol. 1, (IET), 365-370.
Heidemann, G., & Ritter, H., 1999. Combining multiple neural nets for visual feature selection and classification. In ICANN 99. Ninth International Conference on Artificial Neural Networks. no.1 IET, pp. 365-370.
G. Heidemann and H. Ritter, “Combining multiple neural nets for visual feature selection and classification”, ICANN 99. Ninth International Conference on Artificial Neural Networks, vol. 1, IET, 1999, pp.365-370.
Heidemann, G., Ritter, H.: Combining multiple neural nets for visual feature selection and classification. ICANN 99. Ninth International Conference on Artificial Neural Networks. 1, p. 365-370. IET (1999).
Heidemann, Gunther, and Ritter, Helge. “Combining multiple neural nets for visual feature selection and classification”. ICANN 99. Ninth International Conference on Artificial Neural Networks. IET, 1999.Vol. 1. 365-370.

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