Projects per year
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Dive into the research topics where Nikolaos Deligiannis is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
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IOF3016: GEAR: “Venturing into Future Health Technologies”
Stiens, J., Wambacq, P., da Silva Gomes, B. T., Sahli, H., Vandemeulebroucke, J., Jansen, B., Lemeire, J., Steenhaut, K., Munteanu, A., Deligiannis, N., Schelkens, P., Kuijk, M., Parvais, B., Chan, C. W., Van Schependom, J., Touhafi, A., Braeken, A., Runacres, M., Cornelis, B., Schretter, C., Blinder, D. & Temmermans, F.
1/01/21 → 24/12/25
Project: Applied
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FWOSB105: Explainable Physics-guided Deep Learning for Air Pollution Inference
Rodrigo Bonet, E. & Deligiannis, N.
1/11/20 → 31/10/22
Project: Fundamental
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FWOSB97: Interpretable and Explainable Deep Learning for Video Processing
Joukovsky, B. J. & Deligiannis, N.
1/11/20 → 31/10/22
Project: Fundamental
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BRGRD43: Joint R&D 2020: REFINED – EaRly DEtection oF INfEctious Disease Outbreaks through Big Data Analytics
1/07/20 → 30/06/23
Project: Applied
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FWOAL972: Design and Interpret: A New Framework for Explainable AI
Deligiannis, N. & Tuytelaars, T.
1/01/20 → 31/12/23
Project: Fundamental
Research output
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Designing Interpretable Recurrent Neural Networks for Video Reconstruction Via Deep Unfolding
Van Luong, H., Joukovsky, B. J. & Deligiannis, N., 2 Apr 2021, In : IEEE Transactions on Image Processing. 30, p. 4099 - 4113 15 p.Research output: Contribution to journal › Article
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Graph convolutional neural networks with node transition probability-based message passing and DropNode regularization
Do Huu, T., Nguyen, M. D., Bekoulis, I., Munteanu, A. & Deligiannis, N., 18 Feb 2021, In : Expert Systems with Applications. 174, 12 p., 114711.Research output: Contribution to journal › Article
Open Access -
HCGM-NET: A deep unfolding network for financial index tracking
Pauwels, R. A. J., Tsiligianni, E. & Deligiannis, N., 2021, (Accepted/In press) IEEE International Conference on Acoustics, Speech and Signal Processing: ICASSP. IEEE, p. 1-5 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
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A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation
Van Luong, H., Joukovsky, B., Eldar, Y. & Deligiannis, N., 2 Oct 2020, 28th European Signal Processing Conference. p. 1432-1436 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
File9 Downloads (Pure) -
A Robust Deep Unfolded Network for Sparse Signal Recovery from Noisy Binary Measurements
Yang, Y., Xiao, P., Liao, B. & Deligiannis, N., 2020, European Signal Processing Conference (EUSIPCO). IEEE, p. 2060-2064 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access
Prizes
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Best Paper Award
Nikolaos Deligiannis (Recipient) & Adrian Munteanu (Recipient), Aug 2011
Prize: Prize (including medals and awards)
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Best Paper Award at the 2019 IEEE International Conference on Image Processing
Hung Le (Recipient), Van Huynh Luong (Recipient) & Nikolaos Deligiannis (Recipient), 2019
Prize: Prize (including medals and awards)
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EURASIP Best PhD Award
Nikolaos Deligiannis (Recipient), Aug 2017
Prize: Prize (including medals and awards)
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Scientific prize IBM Belgium for Informatics (FWO)
Nikolaos Deligiannis (Recipient), 2013
Prize: Prize (including medals and awards)
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Young Scientist Best Paper Award
Nikolaos Deligiannis (Recipient), Tien Do Huu (Recipient) & Minh Duc Nguyen (Recipient), 2018
Prize: Prize (including medals and awards)
Activities
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Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers
Iman Marivani (Speaker), Evaggelia Tsiligianni (Contributor), Bruno Cornelis (Contributor), Nikolaos Deligiannis (Contributor)18 Jan 2021 → 22 Jan 2021Activity: Talk or presentation › Talk or presentation at a conference
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Joint Image Super-Resolution via Recurrent Convolutional Neural Networks with Coupled Sparse Priors
Iman Marivani (Speaker), Evaggelia Tsiligianni (Contributor), Bruno Cornelis (Contributor), Nikolaos Deligiannis (Contributor)25 Oct 2020 → 28 Oct 2020Activity: Talk or presentation › Talk or presentation at a conference
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Hearing at the Belgian Senate.
Nikolaos Deligiannis (Speaker)18 Jan 2020Activity: Talk or presentation › Talk at a public lecture/debate
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Interpretable Deep Multimodal Image Super-Resolution
Iman Marivani (Speaker), Evaggelia Tsiligianni (Contributor), Bruno Cornelis (Contributor), Nikolaos Deligiannis (Contributor)2 Dec 2020 → 4 Dec 2020Activity: Talk or presentation › Talk or presentation at a conference
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Deep learning for geolocating social media users and detecting fake news
Nikolaos Deligiannis (Speaker)2018Activity: Talk or presentation › Talk or presentation at a conference
Thesis
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Aggregation and Recovery Methods for Heterogeneous Data In IoT Applications
Author: Zimos, E., 26 Sep 2017Supervisor: Deligiannis, N. (Promotor), Munteanu, A. (Promotor), Nowe, A. (Jury), Pintelon, R. (Jury), Timmerman, M. (Jury), Lemeire, J. (Jury), Rodrigues, M. (External person) (Jury) & De Poorter, E. (External person) (Jury)
Student thesis: Doctoral Thesis
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Automated 3D geometry segmentations for computational fluid dynamics applications
Author: Gomez Marulanda, F., Nowe, A., Deligiannis, N., Jonckers, V., Manderick, B. & Tuytelaars, T., 2019Supervisor: Nowe, A. (Promotor), Deligiannis, N. (Jury), Manderick, B. (Jury), Jonckers, V. (Jury) & Tuytelaars, T. (External person) (Jury)
Student thesis: Doctoral Thesis
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Binary Source Coding with Side Information
Author: Sechelea, A., 8 Feb 2017Supervisor: Munteanu, A. (Promotor), Pizurica, A. (External person) (Promotor), Van de Walle, R. (External person) (Jury), Steendam, H. (External person) (Jury), Cheng, S. (External person) (Jury), Slowack, J. (External person) (Jury), Rolain, Y. (Jury), Pintelon, R. (Jury), Deligiannis, N. (Jury) & Cornelis, J. (Jury)
Student thesis: Doctoral Thesis
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Classifying e-commerce products based on images and text
Author: Li, J. & Deligiannis, N., 2018Supervisor: Deligiannis, N. (Promotor)
Student thesis: Master's Thesis
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Compressed sensing as a tool for defense application in the GHz frequency band
Author: Cristofani, E., Deligiannis, N., Stiens, J., Vandewal, M. & Pintelon, R., 2018Supervisor: Stiens, J. (Promotor), Deligiannis, N. (Promotor) & Vandewal, M. (External person) (Promotor)
Student thesis: Doctoral Thesis