1. 2020
  2. Data Augmentation of Surface Electromyography for Hand Gesture Recognition

    Tsinganos, P., Cornelis, B., Cornelis, J. P. H., Jansen, B. & Skodras, A., 29 Aug 2020, In : Sensors. 20, 17, 23 p.

    Research output: Contribution to journalArticle

  3. Hilbert sEMG data scanning for hand gesture recognition based on deep learning

    Tsinganos, P., Cornelis, B., Jansen, B., Cornelis, J. P. H. & Skodras, A., 7 Jul 2020, In : Neural Computing & Applications. 2020, 22 p.

    Research output: Contribution to journalArticle

  4. 2019
  5. Hand Gesture Recognition Based on EMG Data: A Convolutional Neural Network Approach

    Tsinganos, P., Cornelis, B., Cornelis, J., Jansen, B. & Skodras, A., 14 Aug 2019, Holzinger A., Pope A., Plácido da Silva H. (eds) Physiological Computing Systems. PhyCS 2016, PhyCS 2017, PhyCS 2018. Lecture Notes in Computer Science. Springer, Vol. 10057. p. 180-197

    Research output: Chapter in Book/Report/Conference proceedingChapter

  6. A Hilbert curve based representation of sEMG signals for gesture recognition

    Tsinganos, P., Cornelis, B., Cornelis, J., Jansen, B. & Skodras, A., Jun 2019, Proceedings of IWSSIP 2019 - 2019 International Conference on Systems, Signals and Image Processing. Rimac-Drlje, S., Zagar, D., Galic, I., Martinovic, G., Vranjes, D. & Habijan, M. (eds.). IEEE, p. 201-206 6 p. 8787290. (International Conference on Systems, Signals, and Image Processing; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  7. Improved gesture recognition based on sEMG signals and TCN

    Tsinganos, P., Cornelis, B., Cornelis, J., Jansen, B. & Skodras, A., 16 Apr 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 1169-1173 5 p. 8683239. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  8. 2018
  9. Deep Learning in EMG-based Gesture Recognition

    Tsinganos, P., Cornelis, B., Cornelis, J., Jansen, B. & Skodras, A., 27 Sep 2018, Proceedings of the 5th International Conference on Physiological Computing Systems - Volume 1: PhyCS. Scitepress, p. 107-114 8 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  10. Deep Learning in Gesture Recognition Based on sEMG Signals

    Tsinganos, P., Skodras, A., Cornelis, B. & Jansen, B., 2018, Learning Approaches in Signal Processing. Ring, F., Siu, W-C., Chau, L-P., Wang, L. & Tang, T. (eds.). Pan Stanford Publishing, 26 p. (Learning Approaches in Signal Processing).

    Research output: Chapter in Book/Report/Conference proceedingChapter

ID: 40071626