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.
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
- 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
PRYSTINE: PRogrammable sYSTems for INtelligence in AutomobilEs
Sartorius - ter Haar, M., Keijzers, A., Keijzers, A., Dubbelman, G., Das, A., Tigrek, R. & Bighashdel, A.
1/05/18 → 30/04/21
Project: Research direct
RESCURE: Retrofit Security for Critical infrastructures
Willems, F., Kusters, L., Sartorius - ter Haar, M., Keijzers, A., Keijzers, A., Willems, F., Sanders, R., Alvarado, A. & Barreiro Berrio, A.
1/02/18 → 31/01/20
Project: Research direct
FUN-NOTCH: Fundamentals of the Nonlinear Optical Channel
Alvarado, A., van Hout, J., Keijzers, A., Keijzers, A., Liga, G., Barreiro Berrio, A., Rabbani, H., Fehenberger, T., Willems, F., Sanders, R., Alvarado, A., Barreiro Berrio, A. & Sheikh, A.
1/01/18 → 31/12/22
Project: Research direct
Research Output 1971 2019
11,700 km Transmission at 4.8 bit/4D-sym via four-dimensional geometrically-shaped polarization-ring-switching modulation
Heide, S. V. D., Chen, B., Hout, M. V. D., Liga, G., Koonen, T., Hafermann, H., Alvarado, A. & Okonkwo, C., 29 Apr 2019, In : arXiv. 3 p., 1904.12561Research output: Contribution to journal › Conference article › Academic
Open Access
File
format
modulation
rings
polarization
3-D multi-parametric contrast-enhanced ultrasound for the prediction of prostate cancer
Wildeboer, R. R., van Sloun, R. J. G., Huang, P., Wijkstra, H. & Mischi, M., 10 Jul 2019, In : Ultrasound in Medicine and Biology.Research output: Contribution to journal › Article › Academic › peer-review
Prostatic Neoplasms
cancer
predictions
machine learning
Biopsy
555 - Contrast enhanced ultrasound for the localization of prostate cancer – correlation with radical prostatectomy specimens
Gayet, M., Postema, A. W., van Sloun, R., Wildeboer, R., Schalk, S., Mannaerts, C., Beerlage, H., Mischi, M. & Wijkstra, H., Mar 2019, In : European Urology Supplements. 18, 1, p. e739-e740 2 p.Research output: Contribution to journal › Conference article › Academic › peer-review
Open Access
Prostatectomy
Contrast Media
Ultrasonography
Prostatic Neoplasms
Prostate
Equipment
Signal Processing Systems (BM/d lab, Videolab, Audiolab en Sensing lab)
J.C.L. van de Griendt (Manager)
Signal Processing SystemsFacility/equipment: Research lab
Prizes
3rd prize poster contest Iliad 2017
Jochem Bonarius (Recipient), 14 Nov 2017
Recognition: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Asia Communications and Photonics Conference(ACP) 2018 Best Paper Award
Bin Chen (Recipient), Yi Lei (Recipient), Domaniç Lavery (Recipient), Chigo Okonkwo (Recipient) & Alex Alvarado (Recipient), 28 Nov 2018
Recognition: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Adaptive modulation
Photonics
Communication
Best paper award
Dennis van de Wouw (Recipient), M.A.R. Pieck (Recipient), Gijs Dubbelman (Recipient) & Peter de With (Recipient), Feb 2017
Recognition: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Activities 1979 2019
Artimino Conference 2019
Rogier R. Wildeboer (Participant)24 Jun 2019
Activity: Participating in or organising an event types › Conference › Scientific
3D Multiparametric Ultrasound for Prostate Cancer Diagnosis
Rogier Wildeboer (Speaker)30 May 2019 → 1 Jun 2019
Activity: Talk or presentation types › Invited talk › Scientific
Developments in the assessment of sleep and circadian rhythms
Sebastiaan Overeem (Organiser)10 May 2019
Activity: Participating in or organising an event types › Workshop, seminar, course or exhibition › Scientific
Courses
Press / Media
Organizing the Second International Workshop of Computer Vision for Physiological Measurement on ICCV 2019
Wenjin Wang, Daniel McDuff & Sander Stuijk
28/10/19
1 media contribution
Press/Media: Public Engagement Activities
Wearables voor slaaponderzoek?
Sebastiaan Overeem & Lieke Hermans
9/08/19
1 media contribution
Press/Media: Public Engagement Activities
Wat is slaapmisperceptie?
Sebastiaan Overeem & Lieke Hermans
9/08/19
1 media contribution
Press/Media: Public Engagement Activities
Research areas
Mobile Perception Systems
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