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
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
A.P. (Bert) Aldenkamp
- Department of Electrical Engineering, Signal Processing Systems - Full Professor
Person: HGL : Professor
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 → 31/07/22
Project: Research direct
RESCURE: Retrofit Security for Critical infrastructures
Willems, F., Kusters, L., Sartorius - ter Haar, M., Keijzers, A. & Keijzers, 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.
1/01/18 → 31/12/22
Project: Research direct
Research Output 1971 2019
A comparison of lighting control strategies for open offices
Lashina, T., van der Vleuten-Chraibi, S., Despenic, M., Shrubsole, P., Rosemann, A. & van Loenen, E., 1 Feb 2019, In : Building and Environment. 149, p. 68-78 11 p.Research output: Contribution to journal › Article › Academic › peer-review
work environment
Lighting
resetting
lighting
office
A factor graph approach to automated design of Bayesian signal processing algorithms
Cox, M., van de Laar, T. & de Vries, B., 1 Jan 2019, In : International Journal of Approximate Reasoning. 104, p. 185-204 20 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access
File
Factor Graph
Signal Processing
Signal processing
Message passing
Message Passing
A novel clinical gland feature for detection of early Barrett’s neoplasia using volumetric laser endomicroscopy
Scheeve, T., Struyvenberg, M. R., Curvers, W. L., de Groof, J., Schoon, E. J., Bergman, J. J. G. H. M., van der Sommen, F. & de With, P. H. N., 2019, (Accepted/In press) Proceedings of SPIE: Medical Imaging 2019: Computer-Aided Diagnosis. 6 p. 10950-70Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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
2019 Optical Fiber Communication Conference, (OFC 2019) (Event)
Alex Alvarado (Chair)2019
Activity: Membership types › Membership of committee › Scientific
Computer-aided classification of colorectal polyps using blue-light and linked-color imaging
Thom Scheeve (Speaker), Ramon-Michel Schreuder (Member), Fons van der Sommen (Member), Joep E.G. IJspeert (Member), Evelien Dekker (Member), Erik J. Schoon (Member), P.H.N. de With (Member)18 Feb 2019
Activity: Talk or presentation types › Contributed talk › Scientific
Multiparametric Ultrasound (Multiparametrische Echografie)
Rogier Wildeboer (Speaker)1 Feb 2019
Activity: Talk or presentation types › Invited talk › Scientific
Courses
Press / Media
xi reaffirms faith in his mega 'future city'; Plans for huge Xiongan New Area in arid Hebei stalled for two years, but second visit by president and government document stress its importance
27/01/19
1 item of media coverage
Press/Media: Expert Comment
Xi Jinping visits Xiongan New Area in show of impatience at lack of progress on 'future city' plan
27/01/19
1 item of media coverage
Press/Media: Expert Comment
Xi Jinping visits Xiongan New Area in show of impatience at lack of progress on ‘future city’ plan
27/01/19
2 items of media coverage
Press/Media: Expert Comment
Research areas
Mobile Perception Systems
File
Student theses
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 factor graph approach to Gaussian process preference learning
Author: Schoonderbeek, M., 31 Oct 2014Supervisor: de Vries, A. (Supervisor 1)
Student thesis: Master
Ambient-light and sonification feedback to support home-based resistance training for normo- and pre-hypertensive individuals
Author: den Boer, N., 29 Mar 2018Supervisor: Radha, M. (Supervisor 1), Willemsen, M. (Supervisor 2) & IJsselsteijn, W. (Supervisor 2)
Student thesis: Master
File