Projects per year
Organization profile
Introduction / mission
Enabling the digital revolution through theories, algorithms, architectures and solutions for analyzing and interpreting signals, images, and multivariate data sets.
Highlighted phrase
Making sense of signals, images and data
Organisational profile
The Signal Processing Systems (SPS) group studies theories and techniques to extract meaningful information from signals, images, and multivariate data sets. We combine academic excellence with a strong real-world impact in biomedical instrumentation, medical image analysis, video surveillance, autonomous vehicles, digital wireless and optical communication, hearing aids, and intelligent lighting.
The SPS group has top scientists in signal and image analysis, information and communication theory, and machine learning and artificial intelligence. We also host many senior clinical and industrial experts on a part-time basis, which allows many of our students to be co-supervised by these experts.
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):
Fingerprint
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Profiles
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Jaap van der Aar
- Electrical Engineering, Signal Processing Systems - Doctoral Candidate
- Eindhoven MedTech Innovation Center - Doctoral Candidate
- Electrical Engineering, Biomedical Diagnostics Lab
Person: Prom. : doctoral candidate (PhD)
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Ronald M. Aarts
- Electrical Engineering, Signal Processing Systems - Full Professor
- Eindhoven MedTech Innovation Center - Full Professor
- EAISI Foundational - Full Professor
Person: HGL : Professor
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LSH-TKI 01-003-2021-B005 BECA: BEating Cardiac Arrest
Vullings, R., Hup, G., Vullings, R. & van der Hagen, D.
1/04/22 → 31/03/25
Project: Research direct
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Spectralligence AI211009: Spectral Analysis in life sciences and materials sciences through Artificial Intelligence
van Sloun, R. J. G., Merkofer, J. & Amirrajab, S.
1/11/21 → 30/10/24
Project: Research direct
Research output
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A continuous late-onset sepsis prediction algorithm for preterm infants using multi-channel physiological signals from a patient monitor
Peng, Z., Varisco, G., Long, X., Liang, J., Kommers, D., Cottaar, E. J. E., Andriessen, P. & van Pul, C., 1 Jan 2023, In: IEEE Journal of Biomedical and Health Informatics. 27, 1, p. 550-561 12 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Citations (Scopus)11 Downloads (Pure) -
A deep-learning approach to assess respiratory effort with a chest-worn accelerometer during sleep
Schipper, F., van Sloun, R. J. G., Grassi, A., Overeem, S. & Fonseca, P., May 2023, In: Biomedical Signal Processing and Control. 83, 12 p., 104726.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile5 Downloads (Pure) -
Advances in Perception for Automated Mobile Systems: Towards Annotation-affordable, High-level, and Holistic Scene Understanding
Lu, C., 25 Jan 2023, Eindhoven: Eindhoven University of Technology. 147 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile
Equipment
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FE Health Lab
J. (Rong-Hao) Liang (Manager) & Frank L.M. Delbressine (Manager)
Future EverydayFacility/equipment: Research lab
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High Capacity Optical Transmission Lab
Chigo Okonkwo (Manager), Sjoerd van der Heide (Operator), Menno van den Hout (Operator), Sebastiaan Goossens (Operator), John J.A. van Weerdenburg (Operator), Vincent van Vliet (Operator), Tom Bradley (Manager), Aaron Albores-Mejia (Manager), Denis Fatkhiev (Operator), Maria Freire Hermelo (Operator), Kadir Gümüş (Operator) & Besma Kalla (Operator)
Electrical EngineeringFacility/equipment: Research lab
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Signal Processing Systems (BM/d lab, Videolab, Audiolab en Sensing lab)
J.C.L. van de Griendt (Manager)
Signal Processing SystemsFacility/equipment: Research lab
Datasets
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Orientation of the arm used for gesture recognition
van Diepen, A. (Creator), de Vries, A. (Creator) & Cox, M. G. H. (Creator), 4TU.Centre for Research Data, 6 Jan 2020
DOI: 10.4121/uuid:6057a153-43dc-4711-b5d9-090f9857a4de
Dataset
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ReactiveMP.jl: a Julia package for automatic Bayesian inference on a factor graph with reactive message passing
Bagaev, D. (Creator), Zenodo, 28 Jan 2021
Dataset
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ReactiveMP.jl: a Julia package for automatic Bayesian inference on a factor graph with reactive message passing
Bagaev, D. (Creator), Zenodo, 28 Jan 2021
Dataset
Prizes
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3rd prize poster contest Iliad 2017
Bonarius, Jochem (Recipient), 14 Nov 2017
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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ABB Best Paper Award
van Mechelen, Dook (Recipient), 2014
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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Activities
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How does image quality affect computer-aided diagnosis of colorectal polyps?
Thom Scheeve (Speaker)
21 Feb 2023Activity: Talk or presentation types › Contributed talk › Scientific
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Ethics and Information Technology (Journal)
Chiara Gallese-Nobile (Peer reviewer)
Jan 2023 → …Activity: Publication peer-review and editorial work types › Editorial activity › Scientific
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IEEE Transactions on Signal Processing (Journal)
Hamdi Joudeh (Editorial board member)
2023 → …Activity: Publication peer-review and editorial work types › Editorial activity › Scientific
Courses
Press/Media
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Eindhoven University of Technology Reports Findings in Networks (Shear-Wave Particle-Velocity Estimation and Enhancement Using a Multi-Resolution Convolutional Neural Network)
4/05/23
1 item of Media coverage
Press/Media: Expert Comment
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European grants, University of Turin at the top of attractivity
8/03/23
1 item of Media coverage
Press/Media: Research
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Researchers from Eindhoven University of Technology Report on Findings in Machine Learning (A Review of the Gumbel-max Trick and Its Extensions for Discrete Stochasticity In Machine Learning)
1/03/23
1 item of Media coverage
Press/Media: Expert Comment
Impacts
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Cardiology
Ruud J.G. van Sloun (Researcher), Pieter J.A. Harpe (Researcher), Noortje A.M. Bax (Content manager), Daniëlle van der Hagen (Content manager) & Rianne Sanders (Content manager)
Impact: Research Topic/Theme (at group level)
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Cardiovascular Medicine
Lianne van de Laar (Content manager) & Jolanda Jansen (Content manager)
Impact: Research Topic/Theme (at group level)
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File
Student theses
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3D Object Detection From LiDAR data using Distance Depended Feature Extraction
Author: Engels, G., 30 Oct 2019Supervisor: Dubbelman, G. (Supervisor 1)
Student thesis: Master
File -
Accurate object localization from a single image for pick-and-place robotics
Author: van Riel, S., 29 Nov 2018Supervisor: Dubbelman, G. (Supervisor 1) & Woudsma, T. (External person) (External coach)
Student thesis: Master
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A comparative study on modern lane detection algorithms
Author: van de Belt, B., 30 Aug 2018Supervisor: Dubbelman, G. (Supervisor 1) & Das, A. (Supervisor 2)
Student thesis: Master