• 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.

Prostatic Neoplasms Medicijnen en Levenswetenschappen
Electrocardiography Engineering en materiaalwetenschappen
Ultrasonics Engineering en materiaalwetenschappen
Sensors Engineering en materiaalwetenschappen
Lighting Engineering en materiaalwetenschappen
Monitoring Engineering en materiaalwetenschappen
Sleep Medicijnen en Levenswetenschappen
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. F. & 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

A mobile app for longterm monitoring of narcolepsy symptoms: design, development, and evaluation

Quaedackers, L., de Wit, J., Pillen, S., van Gilst, M., Batalas, N., Lammers, G. J., Markopoulos, P. & Overeem, S., 7 jan 2020, In : JMIR Mhealth and Uhealth. 8, 1, 14 blz., e14939.

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Mobile Applications
Narcolepsy
Sleep
Emotions
Sleep Paralysis

Artificial intelligence in multiparametric prostate cancer imaging with focus on deep-learning methods

Wildeboer, R. R., van Sloun, R. J. G., Wijkstra, H. & Mischi, M., jun 2020, In : Computer Methods and Programs in Biomedicine. 189, 15 blz., 105316.

Onderzoeksoutput: Bijdrage aan tijdschriftArtikel recenserenAcademicpeer review

Artificial Intelligence
Artificial intelligence
Prostatic Neoplasms
Learning
Imaging techniques

Automated discomfort detection for premature infants in NICU using time-frequency feature-images and CNNs

Sun, Y., Kommers, D., Tan, T., Wang, W., Long, X., Shan, C., van Pul, C., Aarts, R. M., Andriessen, P. & de With, P. H. N., 2020, SPIE Medical Imaging. SPIE

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Uitrusting

High Capacity Optical Transmission Lab

Chigo Okonkwo (Manager), Sjoerd van der Heide (Gebruiker), Menno van den Hout (Gebruiker), Sebastiaan Goossens (Gebruiker) & John J.A. van Weerdenburg (Gebruiker)

Faculteit Electrical Engineering

Uitrusting/faciliteit: Onderzoekslaboratorium

optical fibers
fibers
photonics
optical communication
signal processing

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

Academy Van Leersum Grant

Simona Turco (Ontvanger), 2019

Prijs: KNAWAndersWetenschappelijk

The Netherlands
Eindhoven
Radiology
Cancer
National Archives

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

Activiteiten 1979 2019

Annual IEEE EMBS Benelux Chapter Symposium

Anouk van Diepen (Deelnemer)
28 nov 2019

Activiteit: Types deelname aan of organisatie van een evenementCongresWetenschappelijk

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

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

Intelligent camera automatically detects road-side bombs

Dennis W.J.M. van de Wouw

13/12/19

1 item van Media-aandacht

Pers / media: Vakinhoudelijk commentaar

AI help for better diagnosis and treatment of prostate cancer

Simona Turco

11/12/19

1 item 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