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.
Some of our teams and projects:
The Bayesian Intelligent Autonomous Systems lab (BIASlab) is developing autonomous agents that learn from their environment and is using these agents to automate the creation of novel signal processing systems.
The Biomedical Diagnostics (BM/d) lab is developing innovative methods for model-based analysis of biomedical signals, ranging from ultrasound and magnetic resonance imaging to electrophysiology and photo-plethysmography. It collaborates with leading clinical partners in oncology, cardiovascular, gynecology-perinatology, sleep, and neuromuscular research.
The Information and Communication Theory lab (ICT Lab) studies information processing in a broad sense – data compaction and compression, modulation and error correction, and security.
The Neu3CA team studies neurodegeneration, neuromodulation and neuronal networks in the field of cognitive aging, to advance understanding of cognition and its decline in neuropsychiatric disorders like epilepsy, stroke and depression.
The Video Coding and Architectures (VCA) group does systems-oriented research on video analysis, image/video segmentation and object-oriented and 3D video compression. It pursues state-of-the-art video functionality at high cost-efficiency by combining novel algorithms and architectures.
Fingerprint Dive into the research topics where Signal Processing Systems is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.
Prostatic Neoplasms
Medicine & Life Sciences
Electrocardiography
Engineering & Materials Science
Ultrasonics
Engineering & Materials Science
Sensors
Engineering & Materials Science
Lighting
Engineering & Materials Science
Monitoring
Engineering & Materials Science
Sleep
Medicine & Life Sciences
Epilepsy
Medicine & Life Sciences
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Profiles
Ronald M. Aarts
- Department of Electrical Engineering, Signal Processing Systems - Full Professor
- Department of Electrical Engineering, Biomedical Diagnostics Lab
- Department of Electrical Engineering, Center for Care & Cure Technology Eindhoven
Person: HGL : Professor
Semih Akbayrak, MSc
- Department of Electrical Engineering, Signal Processing Systems - Doctoral Candidate
- Department of Electrical Engineering, Bayesian Intelligent Autonomous Systems Lab
Person: Prom. : doctoral candidate (PhD), TOIO : PDEng-trainee
Projects 2013 2022
5G-MOBIX
van Hout, J., Tafur Monroy, I., Kurtic - Brajic, M., Kurtic - Brajic, M., Calabretta, N., Johannsen, U., Okonkwo, C., Heemstra de Groot, S. M., Dubbelman, G., Kiss, D., Rommel, S., Cimoli, B., den Ouden, J., Sanders, R., Barros Carvalho, J. & Meyer, E.
Commission of the European Communities
1/11/18 → 31/10/21
Project: Research direct
PRYSTINE: PRogrammable sYSTems for INtelligence in AutomobilEs
Sartorius - ter Haar, M., Keijzers, A., Keijzers, A., Dubbelman, G., Das, A., Tigrek, R. F. & Bighashdel, A.
1/05/18 → 30/04/21
Project: Research direct
RESCURE: Retrofit Security for Critical infrastructures
Willems, F. M. J., Kusters, C. J. (., Keijzers, A., Keijzers, A., Willems, F. M. J., Sanders, R., Alvarado, A., Barreiro, A. & Croes, S.
1/02/18 → 31/01/20
Project: Research direct
Research Output 1967 2020
A mobile app for longterm monitoring of narcolepsy symptoms: design, development, and evaluation
Quaedackers, L., de Wit, J., Pillen, S., van Gilst, M., Batalas, N., Lammers, G. J., Markopoulos, P. & Overeem, S., 7 Jan 2020, In : JMIR Mhealth and Uhealth. 8, 1, 14 p., e14939.Research output: Contribution to journal › Article › Academic › peer-review
Mobile Applications
Narcolepsy
Sleep
Emotions
Sleep Paralysis
Artificial intelligence in multiparametric prostate cancer imaging with focus on deep-learning methods
Wildeboer, R. R., van Sloun, R. J. G., Wijkstra, H. & Mischi, M., Jun 2020, In : Computer Methods and Programs in Biomedicine. 189, 15 p., 105316.Research output: Contribution to journal › Review article › Academic › peer-review
Artificial Intelligence
Artificial intelligence
Prostatic Neoplasms
Learning
Imaging techniques
Automated discomfort detection for premature infants in NICU using time-frequency feature-images and CNNs
Sun, Y., Kommers, D., Tan, T., Wang, W., Long, X., Shan, C., van Pul, C., Aarts, R. M., Andriessen, P. & de With, P. H. N., 2020, SPIE Medical Imaging. SPIEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Equipment
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)
Department of Electrical EngineeringFacility/equipment: Research lab
optical fibers
fibers
photonics
optical communication
signal processing
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
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, https://data.4tu.nl/repository/uuid:6057a153-43dc-4711-b5d9-090f9857a4de
Dataset
Prizes
3rd prize poster contest Iliad 2017
Jochem Bonarius (Recipient), 14 Nov 2017
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
The Netherlands
Eindhoven
Radiology
Cancer
National Archives
Asia Communications and Photonics Conference(ACP) 2018 Best Paper Award
Bin Chen (Recipient), Y. Lei (Recipient), Domaniç Lavery (Recipient), C.M. Okonkwo (Recipient) & Alex Alvarado (Recipient), 28 Nov 2018
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Adaptive modulation
Photonics
Communication
Activities 1979 2019
Annual IEEE EMBS Benelux Chapter Symposium
Anouk van Diepen (Participant)28 Nov 2019
Activity: Participating in or organising an event types › Conference › Scientific
National Day on Biomedical Engineering: Artificial Intelligence in Medicine
Anouk van Diepen (Participant)28 Nov 2019 → 29 Nov 2019
Activity: Participating in or organising an event types › Conference › Scientific
2019 IEEE International Ultrasonics Symposium, IUS 2019
Rogier R. Wildeboer (Participant)6 Oct 2019 → 9 Oct 2019
Activity: Participating in or organising an event types › Conference › Scientific
Press / Media
Intelligent camera automatically detects road-side bombs
13/12/19
1 item of Media coverage
Press/Media: Expert Comment
-Eindhoven University of Technology: Intelligent camera automatically detects road-side bombs
Peter H.N. de With & Dennis W.J.M. van de Wouw
11/12/19
2 items of Media coverage
Press/Media: Expert Comment
AI help for better diagnosis and treatment of prostate cancer
11/12/19
1 item of Media coverage
Press/Media: Expert Comment
Research areas
File
Student theses
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
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
A domain agnostic normalization layer for unsupervised adversarial domain adaptation
Author: Romijnders, R., 30 Aug 2018Supervisor: Meletis, P. (Supervisor 1) & Dubbelman, G. (Supervisor 2)
Student thesis: Master