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
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.
1/01/18 → 31/12/22
Project: Research direct
ICONIC: Increasing the Capacity of Optical Nonlinear Interfering Channels
Alvarado, A., Alvarado, A., Amari, A., Oliari Couto Dias, V., Keijzers, A., Keijzers, A. & Gerrits, E.
1/08/17 → 31/07/22
Project: Research direct
Research Output 1971 2019
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
File
Factor Graph
Signal Processing
Signal processing
Message passing
Message Passing
Improving sleep/wake classification with recurrence quantification analysis features
Rolink, J., da Fonseca, P. M. F. D. S., Long, X. & Leonhardt, S., Mar 2019, In : Biomedical Signal Processing and Control. 49, p. 78-86Research output: Contribution to journal › Article › Academic › peer-review
Sleep
Recurrence
Electrocardiography
Heart Rate
Actigraphy
Informed source extraction from a mixture of sources exploiting second order temporal structure
Bloemendal, B. B. A. J., 17 Jan 2019, (Accepted/In press) Eindhoven: Technische Universiteit Eindhoven. 220 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e) › Academic
Open Access
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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)
Alvarado, A. (Chair)2019
Activity: Membership › Membership of committee › Scientific
The 23rd European symposium on Ultrasound Contrast Imaging, 18-19 Januari 2018, Rotterdam, The Netherlands
Wildeboer, R. (Participant)18 Jan 2018 → 19 Jan 2018
Activity: Participating in or organising an event › Conference › Scientific
2018 IEEE International Ultrasonics Symposium
Wildeboer, R. (Participant)2018
Activity: Participating in or organising an event › Conference › Scientific
Courses
Press / Media
Don't take changing the clocks too lightly
Yvonne de Kort & Sebastiaan Overeem
6/11/18
1 media contribution
Press/Media: Expert Comment
The Role of Chinese Corporate Players in China's South China Sea Policy.
1/08/18
1 item of media coverage
Press/Media: Expert Comment
Research areas
Mobile Perception Systems
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
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