• De Groene Loper 19, Flux

    5612 ap Eindhoven

    Netherlands

  • P.O. Box 513, Department of Electrical Engineering

    5600 MB Eindhoven

    Netherlands

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.

Projects 2013 2022

RESCURE: Retrofit Security for Critical infrastructures

Willems, F., Kusters, L., Sartorius - ter Haar, M., Keijzers, A. & Keijzers, A.

1/02/1831/01/20

Project: Research direct

FUN-NOTCH: Fundamentals of the Nonlinear Optical Channel

Alvarado, A., van Hout, J., Keijzers, A. & Keijzers, A.

1/01/1831/12/22

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.

1/08/1731/07/22

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 journalArticleAcademicpeer-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. 78-86

Research output: Contribution to journalArticleAcademicpeer-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: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
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Equipment

Prizes

3rd prize poster contest Iliad 2017

Jochem Bonarius (Recipient), 14 Nov 2017

Recognition: OtherCareer, 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: OtherCareer, 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: OtherCareer, 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: MembershipMembership of committeeScientific

The 23rd European symposium on Ultrasound Contrast Imaging, 18-19 Januari 2018, Rotterdam, The Netherlands

Wildeboer, R. (Participant)
18 Jan 201819 Jan 2018

Activity: Participating in or organising an eventConferenceScientific

2018 IEEE International Ultrasonics Symposium

Wildeboer, R. (Participant)
2018

Activity: Participating in or organising an eventConferenceScientific

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.

Cheng Li

1/08/18

1 item of media coverage

Press/Media: Expert Comment

Bioelectrical Impedance Accuracy

Ronald Aarts

22/06/18

1 item of media coverage

Press/Media: Expert Comment

Research areas

Mobile Perception Systems

Gijs Dubbelman (Content manager), Rianne Sanders (Content manager)

Impact: Research Topic/Theme (at group level)

Student theses

A comparative study on modern lane detection algorithms

Author: van de Belt, B., 30 Aug 2018

Supervisor: 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 2014

Supervisor: 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 2018

Supervisor: Radha, M. (Supervisor 1), Willemsen, M. (Supervisor 2) & IJsselsteijn, W. (Supervisor 2)

Student thesis: Master

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