Projecten per jaar
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.
Vingerafdruk
Netwerk
Profielen
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Jaap van der Aar
- Electrical Engineering, Signal Processing Systems - Promovendus
- Eindhoven MedTech Innovation Center - Promovendus
- Electrical Engineering, Biomedical Diagnostics Lab
Persoon: Prom. : Promovendus
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Ronald M. Aarts
- Electrical Engineering, Signal Processing Systems - Hoogleraar
- Eindhoven MedTech Innovation Center - Hoogleraar
- EAISI Foundational - Hoogleraar
Persoon: HGL : Hoogleraar
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LSH-TKI 01-003-2021-B005 BECA: BEating Cardiac Arrest
Vullings, R., Hup, G., Vullings, R. & van der Hagen, D.
1/04/22 → 31/03/25
Project: Onderzoek direct
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Spectralligence AI211009: Spectral Analysis in life sciences and materials sciences through Artificial Intelligence
van Sloun, R. J. G., Merkofer, J. & Amirrajab, S.
1/11/21 → 30/10/24
Project: Onderzoek direct
Onderzoeksoutput
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A continuous late-onset sepsis prediction algorithm for preterm infants using multi-channel physiological signals from a patient monitor
Peng, Z., Varisco, G., Long, X., Liang, J., Kommers, D., Cottaar, E. J. E., Andriessen, P. & van Pul, C., 1 jan. 2023, In: IEEE Journal of Biomedical and Health Informatics. 27, 1, blz. 550-561 12 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand2 Citaties (SciVal)11 Downloads (Pure) -
A deep-learning approach to assess respiratory effort with a chest-worn accelerometer during sleep
Schipper, F., van Sloun, R. J. G., Grassi, A., Overeem, S. & Fonseca, P., mei 2023, In: Biomedical Signal Processing and Control. 83, 12 blz., 104726.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand5 Downloads (Pure) -
Advances in Perception for Automated Mobile Systems: Towards Annotation-affordable, High-level, and Holistic Scene Understanding
Lu, C., 25 jan. 2023, Eindhoven: Eindhoven University of Technology. 147 blz.Onderzoeksoutput: Scriptie › Dissertatie 1 (Onderzoek TU/e / Promotie TU/e)
Open AccessBestand
Uitrusting
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FE Health Lab
J. (Rong-Hao) Liang (Manager) & Frank L.M. Delbressine (Manager)
Future EverydayUitrusting/faciliteit: Onderzoekslaboratorium
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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), Vincent van Vliet (Gebruiker), Tom Bradley (Manager), Aaron Albores-Mejia (Manager), Denis Fatkhiev (Gebruiker), Maria Freire Hermelo (Gebruiker), Kadir Gümüş (Gebruiker) & Besma Kalla (Gebruiker)
Electrical EngineeringUitrusting/faciliteit: Onderzoekslaboratorium
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Signal Processing Systems (BM/d lab, Videolab, Audiolab en Sensing lab)
J.C.L. van de Griendt (Manager)
Signal Processing SystemsUitrusting/faciliteit: Onderzoekslaboratorium
Datasets
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Orientation of the arm used for gesture recognition
van Diepen, A. (Ontwerper), de Vries, A. (Ontwerper) & Cox, M. G. H. (Ontwerper), 4TU.Centre for Research Data, 6 jan. 2020
DOI: 10.4121/uuid:6057a153-43dc-4711-b5d9-090f9857a4de
Dataset
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[Re] Object Detection Meets Knowledge Graphs - Supporting Datasets
Lemmens, J. (Ontwerper), Jancura, P. (Ontwerper), Dubbelman, G. (Ontwerper) & Elforai, H. (Ontwerper), Zenodo, 7 okt. 2021
Dataset
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High-cardinality Geometrically Shaped Constellation for the AWGN channel and optical fibre channel
Sillekens, E. (Ontwerper), Liga, G. (Ontwerper), Lavery, D. (Ontwerper), Bayvel, P. (Ontwerper) & Killey, R. I. (Ontwerper), University College London, 21 okt. 2022
DOI: 10.5522/04/20223963
Dataset
Prijzen
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3rd prize poster contest Iliad 2017
Bonarius, Jochem (Ontvanger), 14 nov. 2017
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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ABB Best Paper Award
van Mechelen, Dook (Ontvanger), 2014
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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Activiteiten
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How does image quality affect computer-aided diagnosis of colorectal polyps?
Thom Scheeve (Spreker)
21 feb. 2023Activiteit: Types gesprekken of presentaties › Aangemelde presentatie › Wetenschappelijk
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Ethics and Information Technology (Tijdschrift)
Chiara Gallese-Nobile (Peer reviewer)
jan. 2023 → …Activiteit: Types publicaties van collegiale toetsing en redactioneel werk › Redactioneel werk › Wetenschappelijk
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IEEE Transactions on Signal Processing (Tijdschrift)
Hamdi Joudeh (Lid redactieraad)
2023 → …Activiteit: Types publicaties van collegiale toetsing en redactioneel werk › Redactioneel werk › Wetenschappelijk
Cursussen
Knipsels
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Eindhoven University of Technology Reports Findings in Networks (Shear-Wave Particle-Velocity Estimation and Enhancement Using a Multi-Resolution Convolutional Neural Network)
4/05/23
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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European grants, University of Turin at the top of attractivity
8/03/23
1 item van Media-aandacht
Pers / media: Onderzoek
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Researchers from Eindhoven University of Technology Report on Findings in Machine Learning (A Review of the Gumbel-max Trick and Its Extensions for Discrete Stochasticity In Machine Learning)
1/03/23
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
Impacts
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Cardiology
Ruud J.G. van Sloun (Onderzoeker), Pieter J.A. Harpe (Onderzoeker), Noortje A.M. Bax (Content manager), Daniëlle van der Hagen (Content manager) & Rianne Sanders (Content manager)
Impact: Research Topic/Theme (at group level)
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Cardiovascular Medicine
Lianne van de Laar (Content manager) & Jolanda Jansen (Content manager)
Impact: Research Topic/Theme (at group level)
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Bestand
Scripties/Masterproeven
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3D Object Detection From LiDAR data using Distance Depended Feature Extraction
Auteur: Engels, G., 30 okt. 2019Begeleider: Dubbelman, G. (Afstudeerdocent 1)
Scriptie/Masterproef: Master
Bestand -
Accurate object localization from a single image for pick-and-place robotics
Auteur: van Riel, S., 29 nov. 2018Begeleider: Dubbelman, G. (Afstudeerdocent 1) & Woudsma, T. (Externe persoon) (Externe coach)
Scriptie/Masterproef: Master
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A comparative study on modern lane detection algorithms
Auteur: van de Belt, B., 30 aug. 2018Begeleider: Dubbelman, G. (Afstudeerdocent 1) & Das, A. (Afstudeerdocent 2)
Scriptie/Masterproef: Master