Projects per year
Organisation 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
Organisation 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.
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Collaborations and top research areas from the last five years
Profiles
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Jaap van der Aar
- Electrical Engineering, Signal Processing Systems - Postdoc
- Eindhoven MedTech Innovation Center - Postdoc
- Electrical Engineering, BioMedical Diagnostics - Postdoc
Person: PD : Postdoc
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Ronald M. Aarts
- Electrical Engineering, Signal Processing Systems - Full Professor emeritus
- Eindhoven MedTech Innovation Center - Full Professor emeritus
- EAISI Foundational - Full Professor emeritus
- Electrical Engineering, BioMedical Diagnostics - Full Professor emeritus
Person: HGL em : Full Professor emeritus
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Lemar Abdi
- Electrical Engineering, Architectures for Reliable Image Analysis - Doctoral Candidate
Person: Prom. : doctoral candidate (PhD)
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PROACTIF (CS)
Bondarau, Y. (Project Manager), Kashefbahrami, Y. (Project member), Sevsay, B. (Project member), Lendering, C. (Project member), Bergmans, J. W. M. (Project member), Campanella, R. (Project member), Kouw, W. (Project member) & Linnartz, J.-P. M. G. (Project member)
1/05/25 → 30/04/28
Project: Third tier
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ADVISOR ITEA241007 (VCA)
Bondarau, Y. (Project Manager), Sevsay, B. (Project member), Lendering, C. (Project member), Akdag, E. (Project member), Balmoș, R. (Project member) & Kouw, W. (Project member)
1/01/25 → 31/12/27
Project: Third tier
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ELEVATION - XECS
Bondarau, Y. (Project Manager), Menu, W. J. (Project member), Akdag, E. (Project member), Quesado dos Santos, P. (Project member), D'Amicantonio, G. (Project member), Kashefbahrami, Y. (Project member), Vacancy 11 (Project member) & Balmoș, R. (Project member)
1/04/24 → 31/03/27
Project: Third tier
Research output
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A Bayesian Approach to Acoustic Array Processing
Wijnings, P. W. A., 9 Apr 2026, Eindhoven: Eindhoven University of Technology. 295 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile -
A Bayesian Framework for Wireless Receivers under EV-induced Interference: From Statistical Modeling to Reliable Turbo Receiver Design
Chen, C.-H., 15 Sept 2026, Eindhoven: Eindhoven University of Technology. 160 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile -
Accelerating YOLO with EOBranch: An Early Exit Approach for Adaptive Object Detection
Scholte, D. (Corresponding author), Zwemer, M. H. & Bondarau, Y., 2 Jan 2026, Image Analysis and Processing – ICIAP 2025: 23rd International Conference, Rome, Italy, September 15–19, 2025, Proceedings. Rodolà, E., Galasso, F. & Masi, I. (eds.). Cham: Springer, Vol. I. p. 442-455 14 p. (Lecture Notes in Computer Science (LNCS); vol. 16167).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile11 Downloads (Pure)
Equipment
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High Capacity Optical Transmission Lab
Okonkwo, C. (Manager), van der Heide, S. (Operator), van den Hout, M. (Operator), Goossens, S. (Operator), van Weerdenburg, J. J. A. (Operator), van Vliet, V. (Operator), Bradley, T. (Manager), Albores-Mejia, A. (Manager), Fatkhiev, D. (Operator), Freire Hermelo, M. (Manager), Gümüş, K. (Operator), Kalla, B. (Operator), Alomari, S. (Operator), Chen, V. (Manager), Anya, U. (Operator) & dos Reis Frazão, J. (Manager)
Electrical EngineeringFacility/equipment: Research lab
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Signal Processing Systems (BM/d lab, Videolab, Audiolab en Sensing lab)
van de Griendt, J. C. L. (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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ME-ICA/tedana: 23.0.1
Ahmed, Z. (Contributor), Bandettini, P. A. (Contributor), Bottenhorn, K. L. (Contributor), Caballero-Gaudes, C. (Contributor), Dowdle, L. T. (Contributor), DuPre, E. (Contributor), Gonzalez-Castillo, J. (Contributor), Handwerker, D. (Contributor), Heunis, S. (Contributor), Kundu, P. (Contributor), Laird, A. R. (Contributor), Markello, R. (Contributor), Markiewicz, C. J. (Contributor), Maullin-Sapey, T. (Contributor), Moia, S. (Contributor), Molfese, P. (Contributor), Salo, T. (Contributor), Staden, I. (Contributor), Teves, J. (Contributor), Uruñuela, E. (Contributor), Vaziri-Pashkam, M. (Contributor) & Whitaker, K. (Contributor), Zenodo, 11 May 2023
DOI: 10.5281/zenodo.7926293, https://zenodo.org/record/7926293
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, 30 Apr 2024
DOI: 10.5281/zenodo.11094914, https://zenodo.org/records/11094914
Dataset
Prizes
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1996 Information Theory Society Paper Award
Willems, F. M. J. (Recipient), Jul 1997
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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2011 Best Paper Award of the IEEE Signal Processing Society (Information Forensics and Security Area)
Willems, F. M. J. (Recipient), Mar 2012
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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2026 Claude E. Shannon Award
Willems, F. M. J. (Recipient), Jun 2026
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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Novel cancer biomarkers by enhanced 3D convective-dispersion modeling of ultrasound-contrast-agent transport
Sivadas, A. (Speaker), Turco, S. (Speaker), Wijkstra, H. (Speaker), Beerlage, H. P. (Speaker) & Mischi, M. (Speaker)
7 Apr 2026Activity: Talk or presentation types › Contributed talk › Scientific
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Novel 3D convective-dispersion modeling of ultrasound-contrast-agent transport for imaging cancer angiogenesis
Sivadas, A. (Speaker), Turco, S. (Speaker), Wijkstra, H. (Speaker), Beerlage, H. P. (Speaker) & Mischi, M. (Speaker)
23 Jan 2026Activity: Talk or presentation types › Contributed talk › Scientific
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Aligning Space and Time: A Lightweight RGB-T Fusion Network for Drone-Based Person Detection
Scholte, D. (Speaker)
17 Dec 2025Activity: Talk or presentation types › Invited talk › Scientific
Courses
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Coding for reliable and secure communications
Liga, G., Gumus, K., Balatsoukas Stimming, A., Maes, R. & Wu, K. 1/09/15 → 31/08/27
Course
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Press/Media
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Zorgen slaapwearabls eigenlijk voor meer problemen?
5/10/26
1 Media contribution
Press/Media: Public Engagement Activities
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Wat is het ideale moment en optimale duur van een middagdutje?
22/09/26
1 Media contribution
Press/Media: Expert Comment
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Research areas
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Cardiology
van Sloun, R. (Researcher), Harpe, P. (Researcher), Bax, N. (Content manager), van der Hagen, D. (Content manager) & Sanders, R. (Content manager)
Impact: Research Topic/Theme (at group level)
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Cardiovascular Medicine
van de Laar, L. (Content manager) & Jansen, J. (Content manager)
Impact: Research Topic/Theme (at group level)
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File
Student theses
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2.5D Mapping of the Esophagus to Ensure Image Quality and Completeness for Endoscopic CADe Systems
Esselaar, E. (Author), van der Sommen, F. (Supervisor 1), 10 Sept 2024Student thesis: Master
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3D Geometric Deep Learning for cardiac mapping of the left atrial anatomy
Nijdam, A. (Author), van Sloun, R. J. G. (Supervisor 1), van Eijnatten, M. (Supervisor 1), Wildeboer, R. R. (External coach) & van Heesch, F. H. (External coach), 1 Jun 2022Student thesis: Master
File -
3D Object Detection From LiDAR data using Distance Depended Feature Extraction
Engels, G. (Author), Dubbelman, G. (Supervisor 1), 30 Oct 2019Student thesis: Master
File