Researcher
Bart Vanrumste
- Disciplines:Other information and computing sciences, Modelling, Control systems, robotics and automation, Design theories and methods, Mechatronics and robotics, Biological system engineering, Computer theory, Signal processing, Applied mathematics in specific fields, Computer architecture and networks, Information sciences, Information systems, Programming languages, Scientific computing, Theoretical computer science, Visual computing
Affiliations
- Dynamical Systems, Signal Processing and Data Analytics (STADIUS) (Division)
Member
From1 Aug 2020 → Today - Electronic Circuits and Systems (ECS) (Division)
Member
From1 Aug 2020 → 31 Oct 2016 - Computer Security and Industrial Cryptography (COSIC) (Division)
Member
From1 Aug 2020 → 28 Feb 2014 - Electrical Engineering Technology (ESAT), Group T Leuven Campus (Technology cluster)
Member
From1 Nov 2016 → 30 Sep 2019 - Electrical Engineering Technology (ESAT), Geel Campus (Technology cluster)
Member
From1 Oct 2013 → 28 Feb 2014 - Electrical Engineering Technology (ESAT), Diepenbeek Campus (Technology cluster)
Member
From1 Oct 2013 → 28 Feb 2014
Projects
1 - 10 of 41
- RevalExo: a wearable lower-limb exoskeleton that assists activities of daily living and enables data-driven remote rehabilitationFrom1 Oct 2023 → TodayFunding: FWO Strategic Basic Research (SBO)
- AI-Driven Wearable Robotics for HealthcareFrom1 Oct 2023 → TodayFunding: Activity supporting strategical priorities of the federal government
- AI@WZC: Residential Care Centers support and motivate residents to exercise using Artificial Intelligence (2023-00007).From1 Oct 2023 → TodayFunding: Provinces
- RevalExo: a wearable lower-limb exoskeleton that assists activities of daily living and enables data-driven remote rehabilitationFrom11 Sep 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- PhD position on multi-modal sensor fusion for AI-driven remote rehabilitationFrom4 Sep 2023 → 22 Sep 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Combating Malnutrition in Africa Through Diversification of the Food SystemFrom1 Jan 2023 → TodayFunding: Horizon Europe - Food, Bioeconomy, Natural Resources, Agriculture and Environment
- Machine Learning Approaches for Human Health Monitoring Using Wearable Sensors to Compensate Low Back PainFrom6 Dec 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Improving wearability and acceptance of AI-driven human-centered roboticsFrom1 Nov 2022 → 31 Oct 2023Funding: Activity supporting strategical priorities of the federal government
- Improving the technological assessment of freezing of gait in Parkinson’s diseaseFrom1 Oct 2022 → TodayFunding: FWO Strategic Basic Research Grant
- Towards at-home mobility assessment with deep learning technologyFrom1 Oct 2022 → 30 Sep 2023Funding: BOF - postdoctoral mandates
Publications
131 - 140 of 167
- Detection of epileptic seizures based on video and accelerometer recordings (Detectie van epileptische aanvallen gebaseerd op video- en accelerometeropnamen)(2012)
Authors: Kris Cuppens, Sabine Van Huffel, Bart Vanrumste
Number of pages: 177 - Integrating video and accelerometer signals for nocturnal epileptic seizure detection(2012)
Authors: Kris Cuppens, Bart Vanrumste, Tinne Tuytelaars, Lieven Lagae, Sabine Van Huffel
Pages: 161 - 164 - Using spatio-temporal interest points (STIP) for myoclonic jerk detection in nocturnal video(2012)
Authors: Kris Cuppens, Lieven Lagae, Tinne Tuytelaars, Sabine Van Huffel, Bart Vanrumste
Pages: 4454 - 4457 - Time-domain generalized cross correlation phase transform sound source localization for small microphone arrays(2012)
Authors: Bert Van Den Broeck, Alexander Bertrand, Peter Karsmakers, Bart Vanrumste, Hugo Van hamme, Marc Moonen
Pages: 76 - 80Number of pages: 5 - The “why” and “how” of JointICA: results from a visual detection task(2012)
Authors: Bogdan Mijovic, Katrien Vanderperren, Nikolay Novitskiy, Bart Vanrumste, Peter Stiers, Bea Van den Bergh, Lieven Lagae, Johan Wagemans, Stefan Sunaert, Sabine Van Huffel, et al.
Pages: 1171 - 1185 - Camera-based fall detection on real world data(2012)
Authors: Glen Debard, Peter Karsmakers, Mieke Deschodt, Ellen Vlaeyen, Eddy Dejaeger, Koen Milisen, Toon Goedemé, Bart Vanrumste, Tinne Tuytelaars
Pages: 356 - 375 - Automatic video detection of nocturnal epileptic movement based on motion tracks(2012)
Authors: Kris Cuppens, Bert Bonroy, Lieven Lagae, Tinne Tuytelaars, Sabine Van Huffel, Bart Vanrumste
Pages: 342 - 345 - Camera Based Fall Detection Using Multiple Features Validated with Real Life Video(2011)
Authors: Glen Debard, Peter Karsmakers, Mieke Deschodt, Ellen Vlaeyen, Jonas Van den Bergh, Eddy Dejaeger, Koen Milisen, Toon Goedemé, Tinne Tuytelaars, Bart Vanrumste
Pages: 441 - 450 - The BOLD correlates of the visual P1 and N1 in single-trial analysis of simultaneous EEG-fMRI recordings during a spatial detection task(2011)
Authors: Nikolay Novitskiy, Katrien Vanderperren, Maarten De Vos, Bogdan Mijovic, Bart Vanrumste, Peter Stiers, Bea Van den Bergh, Lieven Lagae, Stefan Sunaert, Sabine Van Huffel, et al.
Pages: 824 - 835 - Detection systems and algorithms for motor seizures in pediatric patients with epilepsy(2011)
Authors: A Van de Vel, Kris Cuppens, Bert Bonroy, Milica Milosevic, R Krols, L Gijsemans, J Vervisch, L Lagae, Sabine Van Huffel, Bart Vanrumste, et al.
Pages: 215 - 215
Linked dataset
1 - 3 of 3
- Replication Data for: Eating Speed Measurement Using Wrist-Worn IMU Sensors in Free-Living Environments (Creator)
- Replication Data for: Eat-Radar: Continuous Fine-Grained Eating Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network With Attention (Creator)
- Replication Data for: Drinking Gesture Detection Using Wrist-Worn IMU Sensors with Multi-Stage Temporal Convolutional Network in Free-Living Environments (Creator)