• De Groene Loper 19, Flux

    5612 ap Eindhoven

    Nederland

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

    5600 MB Eindhoven

    Nederland

Organisatieprofiel

Introductie / missie

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 

Over de organisatie

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. 

Vingerafdruk Duik in de onderzoeksthema's waar Signal Processing Systems actief is. Deze onderwerplabels komen voort uit het werk van deze leden van de organisatie. Samen vormen ze een unieke vingerafdruk.

Electrocardiography Engineering en materiaalwetenschappen
Prostatic Neoplasms Medicijnen en Levenswetenschappen
Sensors Engineering en materiaalwetenschappen
Lighting Engineering en materiaalwetenschappen
Ultrasonics Engineering en materiaalwetenschappen
Sleep Medicijnen en Levenswetenschappen
Monitoring Engineering en materiaalwetenschappen
Epilepsy Medicijnen en Levenswetenschappen

Netwerk Recente externe samenwerking op landenniveau. Duik in de details door op de stippen te klikken.

Projecten 2013 2022

5G-MOBIX

van Hout, J., Tafur Monroy, I., Kurtic - Brajic, M., Kurtic - Brajic, M., Calabretta, N., Johannsen, U., Okonkwo, C., Heemstra de Groot, S. M., Dubbelman, G., Kiss, D., Rommel, S., Cimoli, B., den Ouden, J., Sanders, R., Barros Carvalho, J. & Meyer, E.

Comm. European Communities (EEG)

1/11/1831/10/21

Project: Onderzoek direct

PRYSTINE: PRogrammable sYSTems for INtelligence in AutomobilEs

Sartorius - ter Haar, M., Keijzers, A., Keijzers, A., Dubbelman, G., Das, A., Tigrek, R. & Bighashdel, A.

Infineon Technologies AG

1/05/1830/04/21

Project: Onderzoek direct

Retrofit Security for Critical infrastructures

Willems, F. M. J., Kusters, C. J. (., Keijzers, A., Keijzers, A., Willems, F. M. J., Sanders, R., Alvarado, A., Barreiro, A. & Croes, S.

Intrinsic-ID

1/02/1831/01/20

Project: Onderzoek direct

Onderzoeksoutput 1967 2020

Deep learning approach for ECG-based automated sleep state classification in preterm infants

Werth, J., Radha, M., Andriessen, P., Aarts, R. & Long, X., 1 feb 2020, In : Biomedical Signal Processing and Control. 56, 10 blz., 101663.

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Electrocardiography
Premature Infants
Sleep
Learning
Network architecture

Feasibility study of catheter segmentation in 3D Frustum Ultrasounds by DCNN

Min, L., Yang, H., Shan, C., Kolen, A. F. & de With, P., 2020, (Geaccepteerd/In druk) Image-Guided Procedures, Robotic Interventions, and Modeling: Image-Guided Procedures, Robotic Interventions, and Modeling.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Catheters
Ultrasonics
Costs
Bandwidth
Imaging techniques
3 Downloads (Pure)

11,700 km transmission at 4.8 bit/4D-sym via four-dimensional geometrically-shaped polarization-ring-switching mModulation

van der Heide, S., Chen, B., van den Hout, M., Liga, G., Koonen, T., Hafermann, H., Alvarado, A. & Okonkwo, C., 1 jul 2019, OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019. Piscataway: Institute of Electrical and Electronics Engineers, 3 blz. 8817687

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Dense wavelength division multiplexing
Erbium doped fiber amplifiers
format
Amplification
Modulation

Uitrusting

Signal Processing Systems (BM/d lab, Videolab, Audiolab en Sensing lab)

J.C.L. van de Griendt (Manager)

Signal Processing Systems

Uitrusting/faciliteit: Onderzoekslaboratorium

Prijzen

3rd prize poster contest Iliad 2017

Jochem Bonarius (Ontvanger), 14 nov 2017

Prijs: AndersWerk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.)Wetenschappelijk

Asia Communications and Photonics Conference(ACP) 2018 Best Paper Award

Bin Chen (Ontvanger), Y. Lei (Ontvanger), Domaniç Lavery (Ontvanger), C.M. Okonkwo (Ontvanger) & Alex Alvarado (Ontvanger), 28 nov 2018

Prijs: AndersWerk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.)Wetenschappelijk

Adaptive modulation
Photonics
Communication

Best paper award

Dennis van de Wouw (Ontvanger), M.A.R. Pieck (Ontvanger), G. Dubbelman (Ontvanger) & P.H.N. de With (Ontvanger), feb 2017

Prijs: AndersWerk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.)Wetenschappelijk

Activiteiten 1979 2019

National Day on Biomedical Engineering: Artificial Intelligence in Medicine

Anouk van Diepen (Deelnemer)
28 nov 201929 nov 2019

Activiteit: Types deelname aan of organisatie van een evenementCongresWetenschappelijk

Annual IEEE EMBS Benelux Chapter Symposium

Anouk van Diepen (Deelnemer)
28 nov 2019

Activiteit: Types deelname aan of organisatie van een evenementCongresWetenschappelijk

2019 IEEE International Ultrasonics Symposium, IUS 2019

Rogier R. Wildeboer (Deelnemer)
6 okt 20199 okt 2019

Activiteit: Types deelname aan of organisatie van een evenementCongresWetenschappelijk

Pers/media

Detecting Sleep Apnea in Your Own Bed: Eindhoven University of Technology

Sebastiaan Overeem & Gabriele Papini

27/11/19

1 item van Media-aandacht

Pers / media: Vakinhoudelijk commentaar

Detecting sleep apnea in your own bed

Sebastiaan Overeem

26/11/1927/11/19

2 items van Media-aandacht

Pers / media: Vakinhoudelijk commentaar

Impacts

Mobile Perception Systems

Gijs Dubbelman (Content manager)

Impact: Research Area

Bestand

Scripties/masterproeven

Accurate object localization from a single image for pick-and-place robotics

Auteur: van Riel, S., 29 nov 2018

Begeleider: Dubbelman, G. (Afstudeerdocent 1) & Woudsma, T. (Externe persoon) (Externe coach)

Scriptie/masterproef: Master

A comparative study on modern lane detection algorithms

Auteur: van de Belt, B., 30 aug 2018

Begeleider: Dubbelman, G. (Afstudeerdocent 1) & Das, A. (Afstudeerdocent 2)

Scriptie/masterproef: Master

A domain agnostic normalization layer for unsupervised adversarial domain adaptation

Auteur: Romijnders, R., 30 aug 2018

Begeleider: Meletis, P. (Afstudeerdocent 1) & Dubbelman, G. (Afstudeerdocent 2)

Scriptie/masterproef: Master