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.

Events

  • 28 Mar
    Neuron data
    Synapses and Silicon: Exploring the Intersection of AI and Neuroscience

    EAISI AI Symposium

    Symposium in honor of the opening of Neuron: Synapses and Silicon: exploring the intersection of AI and neuroscience.

    • 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

    Assistant Professor

    Gabriele Liga

    Full Professor

    Jean-Paul Linnartz

    Doctoral Candidate

    Amirashkan Farsaei

    Associate Professor

    Xi Long

    Doctoral Candidate

    Mehrangiz Ensan

    Assistant Professor

    Merel van Gilst

    TU/e Fellow

    Wim van Houtum

    University Researcher

    Yi Lei

    Full Professor

    Guid Oei

    Assistant Professor

    Wouter Kouw

    University Researcher

    Vinicius Oliari Couto Dias

    Associate Professor

    Martin Bastiaans

    Assistant Professor

    Catarina Dinis Fernandes

    Associate Professor

    Ruud van Sloun

    Assistant Professor

    Simona Turco

    Assistant Professor

    Judith van Laar

    Full Professor emeritus

    Frans Willems

    Doctoral Candidate

    Franz Lampel

    Postdoc

    Boris Karanov

    Doctoral Candidate

    Kaiquan Wu

    Assistant Professor

    Willem Huijbers

    Associate Professor

    Pierre Cluitmans

    Full Professor

    Ronald Aarts

    Associate Professor

    Dook van Mechelen

    University Researcher

    Beatrijs van der Hout

    Full Professor

    Jan Bergmans

    Postdoc

    Yunus Gultekin

    University Researcher

    Bin Chen

    University Researcher

    Hans van Dijk

    Associate Professor

    Sveta Zinger

    Associate Professor

    Rik Vullings

    Full Professor

    Hessel Wijkstra

    Full Professor

    Lukas Dekker

    Assistant Professor

    Elisabetta Peri

    Full Professor

    Erik Korsten

    Doctoral Candidate-TA

    Astrid Barreiro Berrio

    Assistant Professor

    Wenjin Wang

    Doctoral Candidate-TA

    Hans van Gorp

    Doctoral Candidate

    Anouk van Diepen

    Full Professor

    Sebastiaan Overeem

    Doctoral Candidate

    Eveline Mestrom

    Full Professor

    Albert Aldenkamp

    Jafar Banar

    Assistant Professor

    Hamdi Joudeh

    Full Professor

    Massimo Mischi

    Associate Professor

    Alex Alvarado

    Doctoral Candidate

    Esmée de Boer

    Assistant Professor

    Rong-Hao Liang

    Postdoc

    Myrthe van der Ven

    Luan Fiorio

    Full Professor

    Bert de Vries

    University Lecturer

    Pierre Woerlee

    University Researcher

    Alireza Sheikh

    Doctoral Candidate

    Iris Huijben

    Doctoral Candidate

    Sebastiaan Goossens

    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

    Contact