Projects per year
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.
Fingerprint Dive into the research topics where Signal Processing Systems is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Profiles
Semih Akbayrak, MSc
- Department of Electrical Engineering, Signal Processing Systems - Doctoral Candidate
- Department of Electrical Engineering, Bayesian Intelligent Autonomous Systems Lab
Person: Prom. : doctoral candidate (PhD), TOIO : PDEng-trainee
Projects
ELIoT: ELIOT SPS: Enhance Lighting for the Internet of Things
Linnartz, J. M. G., Deng, X. & Bitencourt Cunha, T.
1/01/19 → 31/12/21
Project: Research direct
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.
1/11/18 → 31/10/21
Project: Research direct
PRYSTINE: PRogrammable sYSTems for INtelligence in AutomobilEs
Dubbelman, G., Das, A., Tigrek, R. F., Bighashdel, A., Meletis, P. & Roomi Zadeh, A.
1/05/18 → 30/04/21
Project: Research direct
Research Output
Achievable information rates of probabilistic amplitude shaping: an alternative approach via random sign-coding arguments
Gültekin, Y. C., Alvarado, A. & Willems, F. M. J., 24 Jan 2020, (Submitted).Research output: Contribution to conference › Abstract
File
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 p., e14939.Research output: Contribution to journal › Article › Academic › peer-review
Open Access
File
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 p., 105316.Research output: Contribution to journal › Review article › Academic › peer-review
Equipment
High Capacity Optical Transmission Lab
Chigo Okonkwo (Manager), Sjoerd van der Heide (Operator), Menno van den Hout (Operator), Sebastiaan Goossens (Operator) & John J.A. van Weerdenburg (Operator)
Department of Electrical EngineeringFacility/equipment: Research lab
Signal Processing Systems (BM/d lab, Videolab, Audiolab en Sensing lab)
J.C.L. van de Griendt (Manager)
Signal Processing SystemsFacility/equipment: Research lab
Datasets
Orientation of the arm used for gesture recognition
van Diepen, A. (Creator), de Vries, A. (. (Creator), Cox, M. G. H. (Creator), 4TU.Centre for Research Data, 6 Jan 2020
DOI: 10.4121/uuid:6057a153-43dc-4711-b5d9-090f9857a4de, https://data.4tu.nl/repository/uuid:6057a153-43dc-4711-b5d9-090f9857a4de
Dataset
Prizes
3rd prize poster contest Iliad 2017
Jochem Bonarius (Recipient), 14 Nov 2017
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Asia Communications and Photonics Conference(ACP) 2018 Best Paper Award
Bin Chen (Recipient), Y. Lei (Recipient), Domaniç Lavery (Recipient), C.M. Okonkwo (Recipient) & Alex Alvarado (Recipient), 28 Nov 2018
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Activities
National Day on Biomedical Engineering: Artificial Intelligence in Medicine
Anouk van Diepen (Participant)28 Nov 2019 → 29 Nov 2019
Activity: Participating in or organising an event types › Conference › Scientific
Annual IEEE EMBS Benelux Chapter Symposium
Anouk van Diepen (Participant)28 Nov 2019
Activity: Participating in or organising an event types › Conference › Scientific
2019 IEEE International Ultrasonics Symposium, IUS 2019
Rogier R. Wildeboer (Participant)6 Oct 2019 → 9 Oct 2019
Activity: Participating in or organising an event types › Conference › Scientific
Press / Media
Stock Weekly: Yuanta Financial drops 2.9% on robust volume
1/04/20
1 item of Media coverage
Press/Media: Expert Comment
Stock Weekly: Yuanta Financial in its biggest weekly gain in 8 months
27/03/20
1 item of Media coverage
Press/Media: Expert Comment
Stock Weekly: Yuanta Financial tumbles 12.4%
20/03/20
1 item of Media coverage
Press/Media: Expert Comment
Research areas
File
Student theses
Accurate object localization from a single image for pick-and-place robotics
Author: van Riel, S., 29 Nov 2018Supervisor: Dubbelman, G. (Supervisor 1) & Woudsma, T. (External person) (External coach)
Student thesis: Master
A comparative study on modern lane detection algorithms
Author: van de Belt, B., 30 Aug 2018Supervisor: Dubbelman, G. (Supervisor 1) & Das, A. (Supervisor 2)
Student thesis: Master
A domain agnostic normalization layer for unsupervised adversarial domain adaptation
Author: Romijnders, R., 30 Aug 2018Supervisor: Meletis, P. (Supervisor 1) & Dubbelman, G. (Supervisor 2)
Student thesis: Master