Effects of Variability in Synthetic Training Data on Convolutional Neural Networks for 3D Head Reconstruction

Göpfert, Jan Philip; Göpfert, Christina; Botsch, Mario; Hammer, Barbara

Effects of Variability in Synthetic Training Data on Convolutional Neural Networks for 3D Head Reconstruction

Göpfert JP, Göpfert C, Botsch M, Hammer B (2017)
In: 2017 SSCI Proceedings. 2017 IEEE Symposium Series on Computational Intelligence (SSCI). Piscataway, NJ: IEEE.

Konferenzbeitrag | Veröffentlicht | Englisch

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göpfert_variability_ssci_2017.pdf 2.63 MB

DOI

https://doi.org/10.1109/SSCI.2017.8285305

URN

urn:nbn:de:0070-pub-29137522

Autor*in

Göpfert, Jan Philip^UniBi ; Göpfert, Christina^UniBi ; Botsch, Mario^UniBi ; Hammer, Barbara^UniBi

Einrichtung

Center of Excellence - Cognitive Interaction Technology CITEC
Technische Fakultät > AG Computergrafik und Geometrieverarbeitung

Erscheinungsjahr

2017

Titel des Konferenzbandes

2017 SSCI Proceedings. 2017 IEEE Symposium Series on Computational Intelligence (SSCI)

Konferenz

IEEE Symposium Series on Computational Intelligence

Konferenzort

Honolulu, Hawaii, USA

Konferenzdatum

2017-11-27 – 2017-12-01

eISBN

978-1-5386-2726-6

Page URI

https://pub.uni-bielefeld.de/record/2913752

Zitieren

Göpfert JP, Göpfert C, Botsch M, Hammer B. Effects of Variability in Synthetic Training Data on Convolutional Neural Networks for 3D Head Reconstruction. In: 2017 SSCI Proceedings. 2017 IEEE Symposium Series on Computational Intelligence (SSCI). Piscataway, NJ: IEEE; 2017.

Göpfert, J. P., Göpfert, C., Botsch, M., & Hammer, B. (2017). Effects of Variability in Synthetic Training Data on Convolutional Neural Networks for 3D Head Reconstruction. 2017 SSCI Proceedings. 2017 IEEE Symposium Series on Computational Intelligence (SSCI) Piscataway, NJ: IEEE. doi:10.1109/SSCI.2017.8285305

Göpfert, Jan Philip, Göpfert, Christina, Botsch, Mario, and Hammer, Barbara. 2017. “Effects of Variability in Synthetic Training Data on Convolutional Neural Networks for 3D Head Reconstruction”. In 2017 SSCI Proceedings. 2017 IEEE Symposium Series on Computational Intelligence (SSCI). Piscataway, NJ: IEEE.

Göpfert, J. P., Göpfert, C., Botsch, M., and Hammer, B. (2017). “Effects of Variability in Synthetic Training Data on Convolutional Neural Networks for 3D Head Reconstruction” in 2017 SSCI Proceedings. 2017 IEEE Symposium Series on Computational Intelligence (SSCI) (Piscataway, NJ: IEEE).

Göpfert, J.P., et al., 2017. Effects of Variability in Synthetic Training Data on Convolutional Neural Networks for 3D Head Reconstruction. In 2017 SSCI Proceedings. 2017 IEEE Symposium Series on Computational Intelligence (SSCI). Piscataway, NJ: IEEE.

J.P. Göpfert, et al., “Effects of Variability in Synthetic Training Data on Convolutional Neural Networks for 3D Head Reconstruction”, 2017 SSCI Proceedings. 2017 IEEE Symposium Series on Computational Intelligence (SSCI), Piscataway, NJ: IEEE, 2017.

Göpfert, J.P., Göpfert, C., Botsch, M., Hammer, B.: Effects of Variability in Synthetic Training Data on Convolutional Neural Networks for 3D Head Reconstruction. 2017 SSCI Proceedings. 2017 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, Piscataway, NJ (2017).

Göpfert, Jan Philip, Göpfert, Christina, Botsch, Mario, and Hammer, Barbara. “Effects of Variability in Synthetic Training Data on Convolutional Neural Networks for 3D Head Reconstruction”. 2017 SSCI Proceedings. 2017 IEEE Symposium Series on Computational Intelligence (SSCI). Piscataway, NJ: IEEE, 2017.

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