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2020 – today
- 2024
[j3]Benjamin Filtjens
, Bart Vanrumste, Peter Slaets:
Skeleton-Based Action Segmentation With Multi-Stage Spatial-Temporal Graph Convolutional Neural Networks. IEEE Trans. Emerg. Top. Comput. 12(1): 202-212 (2024)- [c4]Maxim Yudayev, Benjamin Filtjens, Josep Balasch:
RT-ST-GCN: Enabling Realtime Continual Inference at the Edge. MLSP 2024: 1-6 - [i3]Bowen Chen, Haoyu Ji, Zhiyong Wang, Benjamin Filtjens, Chunzhuo Wang, Weihong Ren, Bart Vanrumste, Honghai Liu:
Language-Assisted Human Part Motion Learning for Skeleton-Based Temporal Action Segmentation. CoRR abs/2410.06353 (2024) - 2023
- [c3]Benjamin Filtjens, Po-Kai Yang, Maaike Goris, Moran Gilat, Niklas Kempynck, Pieter Ginis, Alice Nieuwboer, Peter Slaets, Bart Vanrumste:
Automated freezing of gait assessment with deep learning and data augmentation from simulated inertial measurement unit data. BSN 2023: 1-4 - 2022
- [i2]Benjamin Filtjens, Bart Vanrumste, Peter Slaets:
Skeleton-Based Action Segmentation with Multi-Stage Spatial-Temporal Graph Convolutional Neural Networks. CoRR abs/2202.01727 (2022) - 2021
- [j2]Benjamin Filtjens, Pieter Ginis, Alice Nieuwboer, Muhammad Raheel Afzal, Joke Spildooren, Bart Vanrumste, Peter Slaets:
Modelling and identification of characteristic kinematic features preceding freezing of gait with convolutional neural networks and layer-wise relevance propagation. BMC Medical Informatics Decis. Mak. 21(1): 341 (2021) - [j1]Melkamu Hunegnaw Asmare, Benjamin Filtjens, Frehiwot Woldehanna, Luc Janssens, Bart Vanrumste:
Rheumatic Heart Disease Screening Based on Phonocardiogram. Sensors 21(19): 6558 (2021) - [i1]Benjamin Filtjens, Pieter Ginis, Alice Nieuwboer, Peter Slaets, Bart Vanrumste:
Automated freezing of gait assessment with marker-based motion capture and deep learning approaches expert-level detection. CoRR abs/2103.15449 (2021)
2010 – 2019
- 2018
- [c2]Robin Amsters, Ali Bin Junaid, Nick Damen, Jeroen Van de Laer, Benjamin Filtjens, Bart Vanrumste, Peter Slaets:
Dynamic Gait Monitoring Mobile Platform. ICT4AWE 2018: 49-61 - [c1]Benjamin Filtjens, Robin Amsters, Ali Bin Junaid, Nick Damen, Jeroen Van de Laer, Benedicte Vanwanseele, Bart Vanrumste, Peter Slaets:
Vision-Based Marker-Less Spatiotemporal Gait Analysis by Using a Mobile Platform: Preliminary Validation. ICT4AgeingWell (Selected Papers) 2018: 126-141
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