Research output per year
Research output per year
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Dive into the research topics where Panagiotis Tsinganos is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Hilbert sEMG data scanning for hand gesture recognition based on deep learning
Tsinganos, P., Cornelis, B., Jansen, B., Cornelis, J. P. H. & Skodras, A., Apr 2021, In: Neural Computing & Applications. 33, 7, p. 2645-2666 22 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)119 Downloads (Pure) -
The Effect of Space-filling Curves on the Efficiency of Hand Gesture Recognition Based on sEMG Signals
Tsinganos, P., Cornelis, B., Cornelis, J. P. H., Jansen, B. & Skodras, A., 21 Apr 2021, In: International Journal of Electrical and Computer Engineering Systems. 12, 1, p. 23-31 9 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Transfer Learning in sEMG-based Gesture Recognition
Tsinganos, P., Cornelis, J. P. H., Cornelis, B., Jansen, B. & Skodras, A., 2021, 2021 12th International Conference on Information, Intelligence, Systems & Applications (IISA). IEEE, 7 p. 9555555. (IISA 2021 - 12th International Conference on Information, Intelligence, Systems and Applications).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
3 Citations (Scopus) -
Data Augmentation of Surface Electromyography for Hand Gesture Recognition
Tsinganos, P., Cornelis, B., Cornelis, J. P. H., Jansen, B. & Skodras, A., 1 Sep 2020, In: Sensors. 20, 17, p. 1-23 23 p., 4892.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Citations (Scopus)119 Downloads (Pure) -
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 proceeding › Conference paper
12 Citations (Scopus)
Activities
- 3 Talk or presentation at a conference
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A Hilbert Curve Based Representation of sEMG Signals for Gesture Recognition
Panagiotis Tsinganos (Speaker)
5 Jun 2019 → 7 Jun 2019Activity: Talk or presentation › Talk or presentation at a conference
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Improved Gesture Recognition Based on sEMG Signals and TCN
Panagiotis Tsinganos (Speaker)
12 May 2019 → 17 May 2019Activity: Talk or presentation › Talk or presentation at a conference
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Deep Learning in EMG-based Gesture Recognition
Panagiotis Tsinganos (Speaker)
19 Sep 2018 → 21 Sep 2018Activity: Talk or presentation › Talk or presentation at a conference
Thesis
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Multi-channel EMG pattern classification based on deep learning
Author: Tsinganos, P., 15 Nov 2021Supervisor: Jansen, B. (Promotor), Skodras, A. (External person) (Promotor) & Berberidis, K. (External person) (Promotor)
Student thesis: Doctoral Thesis