Department of Electrical Engineering

Signal Processing Systems

Enabling the digital revolution through theories, algorithms, architectures and solutions for analyzing and interpreting signals, images, and multivariate data sets.

Making sense of signals, images and data

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.

News

January 26, 2023
Identification of false alarms in fetal monitoring
Olenka Hulsenboom defended her PhD thesis at the department of Electrical Engineering on January 26th.
Read more
January 26, 2023
Advances in Perception for Automated Mobile Systems
Chenyang Lu defended his PhD thesis at the department of Electrical Engineering on January 25th.
Read more
More news
ROBUST AI program receives additional €25 million in funding from Dutch Research Council
January 10, 2023
Message passing-based inference in hierarchical autoregressive models
December 21, 2022
Embarking on a new adventure with a huge European grant
November 22, 2022
Smart use of data reduces mortality, complications and costs
November 20, 2022

Our labs

BIASlab

We are an academic research team within the Signal Processing Systems group at Eindhoven University of Technology. Our main research...

Biomedical Diagnostics Lab

Clinical relevance is our commitment, achieved through close collaboration with selected clinical/industrial partners and advisors.

ICT Lab

We focus on the fundamental limits of information processing (transmission, storage, and sensing) underlying our modern digital society....

Lighting and IoT Lab

With a strong background in signal procession, communication and information theory and in electronics, we are eager to connect to the...

NeuroPlatform

NeuroPlatform is a multidisciplinary brain research program involving academic and commercial partners from both the Netherlands and...

Mobile Perception Systems Lab

The Mobile Perception Systems Lab researches methods in Artificial Intelligence that allow mobile autonomous systems to perceive their...

Department of Electrical Engineering

Video Coding & Architectures

Artificial Intelligence within the SPS Group

The SPS group conducts both fundamental and application-driven research on cutting-edge Artificial Intelligence (AI) technology for signal processing systems. We also provide a broad palette of academic coursework on AI that ranges from neuroscience-inspired learning algorithms to deep learning technology and from introductory to highly specialized levels. 

Our group includes more than 25 academic faculty members and about 100 PhD students with specialized expertise across a wide range of machine learning and signal processing topics. This page provides a gateway to our activities on AI for signal processing systems.

Meet some of our Researchers

Full Professor

Albert Aldenkamp

Assistant Professor

Elisabetta Peri

Full Professor emeritus

Frans Willems

Doctoral Candidate

Sebastiaan Goossens

Doctoral Candidate-TA

Astrid Barreiro Berrio

TU/e Fellow

Wim van Houtum

Full Professor

Bert de Vries

Doctoral Candidate

Anouk van Diepen

Doctoral Candidate

Franz Lampel

Associate Professor

Sveta Zinger

University Researcher

Alireza Sheikh

Full Professor

Jean-Paul Linnartz

University Lecturer

Pierre Woerlee

University Researcher

Yi Lei

Doctoral Candidate

Iris Huijben

Associate Professor

Ruud van Sloun

Doctoral Candidate

Esmée de Boer

Full Professor

Sebastiaan Overeem

Assistant Professor

Simona Turco

Full Professor

Ronald Aarts

Doctoral Candidate

Amirashkan Farsaei

Postdoc

Boris Karanov

Associate Professor

Rik Vullings

Assistant Professor

Wouter Kouw

Postdoc

Myrthe van der Ven

Assistant Professor

Merel van Gilst

Associate Professor

Martin Bastiaans

Assistant Professor

Wenjin Wang

Assistant Professor

Judith van Laar

University Researcher

Bin Chen

Full Professor

Erik Korsten

Assistant Professor

Hamdi Joudeh

University Researcher

Beatrijs van der Hout

Doctoral Candidate-TA

Hans van Gorp

Associate Professor

Alex Alvarado

Full Professor

Lukas Dekker

Postdoc

Catarina Dinis Fernandes

Assistant Professor

Willem Huijbers

Associate Professor

Xi Long

University Researcher

Hans van Dijk

Assistant Professor

Rong-Hao Liang

Full Professor

Jan Bergmans

University Researcher

Vinicius Oliari Couto Dias

Associate Professor

Pierre Cluitmans

Doctoral Candidate

Mehrangiz Ensan

Full Professor

Guid Oei

Full Professor

Massimo Mischi

Doctoral Candidate

Kaiquan Wu

Postdoc

Yunus Gultekin

Full Professor

Hessel Wijkstra

Associate Professor

Dook van Mechelen

Assistant Professor

Gabriele Liga

Doctoral Candidate

Eveline Mestrom

Work with us!

Please check out the TU/e vacancy pages for further opportunities within our group. 

If you are a student, potential sponsor or industrial partner and want to work with us, please contact the SPS group chair prof. Jan Bergmans.

Innovation

As a hub in the regional innovation ecosystem, our group collaborates intensively with industry, hospitals and other societal stakeholders, with broad impact:

  • Bidirectional staff exchanges: around 20 senior experts from strategic industrial and clinical partners have part-time appointments in the group, mostly at the level of full professor. Also, several of our senior staff members serve as scientific advisor to a variety of high-tech companies. Furthermore, many of our PhD students are embedded for a significant part of their time with strategic partners.
  • Joint roadmaps: we contribute structurally to joint roadmaps with industry in the framework of e.g. the Center for Wireless Technology, the Center for Care and Cure Technologies and the Eindhoven MedTech Innovation Center.
  • Industrial funding: many of our PhD projects are funded partly (and in several cases fully) by industry.
  • Patents: our research frequently results in patent applications, either jointly with industry or with TU/e as main applicant.
  • Real-world applications: over the years, many of our research results were absorbed in industrial products and/or clinical practice.
  • Start-up companies: since 2000 we have produced 11 start-up companies.

 

Education

Check out all our courses / Check out the VCA courses

All Master projects offered by the Electrical Engineering department can be found at the Master Project Marketplace. You can login to this website using your TU/e account. Or contact Svitlana Zinger or Alex Alvarado

 

 

Recent Publications

Our most recent peer reviewed publications

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