Benjamin Filtjens

According to our database, Benjamin Filtjens authored at least 9 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Skeleton-Based Action Segmentation With Multi-Stage Spatial-Temporal Graph Convolutional Neural Networks.

Benjamin Filtjens, Bart Vanrumste, Peter Slaets

IEEE Trans. Emerg. Top. Comput., 2024

Language-Assisted Human Part Motion Learning for Skeleton-Based Temporal Action Segmentation.

Bowen Chen, Haoyu Ji, Zhiyong Wang, Benjamin Filtjens, Chunzhuo Wang, Weihong Ren, Bart Vanrumste, Honghai Liu

CoRR, 2024

RT-ST-GCN: Enabling Realtime Continual Inference at the Edge.

Maxim Yudayev, Benjamin Filtjens, Josep Balasch

Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

2023

Automated freezing of gait assessment with deep learning and data augmentation from simulated inertial measurement unit data.

Benjamin Filtjens, Po-Kai Yang, Maaike Goris, Moran Gilat, Niklas Kempynck, Pieter Ginis, Alice Nieuwboer, Peter Slaets, Bart Vanrumste

Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023

2021

Rheumatic Heart Disease Screening Based on Phonocardiogram.

Melkamu Hunegnaw Asmare, Benjamin Filtjens, Frehiwot Woldehanna, Luc Janssens, Bart Vanrumste

Sensors, 2021

Modelling and identification of characteristic kinematic features preceding freezing of gait with convolutional neural networks and layer-wise relevance propagation.

Benjamin Filtjens, Pieter Ginis, Alice Nieuwboer, Muhammad Raheel Afzal, Joke Spildooren, Bart Vanrumste, Peter Slaets

BMC Medical Informatics Decis. Mak., 2021

Automated freezing of gait assessment with marker-based motion capture and deep learning approaches expert-level detection.

Benjamin Filtjens, Pieter Ginis, Alice Nieuwboer, Peter Slaets, Bart Vanrumste

CoRR, 2021

2018

Vision-Based Marker-Less Spatiotemporal Gait Analysis by Using a Mobile Platform: Preliminary Validation.

Benjamin Filtjens, Robin Amsters, Ali Bin Junaid, Nick Damen, Jeroen Van de Laer, Benedicte Vanwanseele, Bart Vanrumste, Peter Slaets

Proceedings of the Information and Communication Technologies for Ageing Well and e-Health, 2018

Dynamic Gait Monitoring Mobile Platform.

Robin Amsters, Ali Bin Junaid, Nick Damen, Jeroen Van de Laer, Benjamin Filtjens, Bart Vanrumste, Peter Slaets

Proceedings of the 4th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2018