Projects per year
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Dive into the research topics where Bruno Cornelis is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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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., Thielemans, S., Papavasileiou, E., Brahimetaj, R., De Canck, H. & Ersu, B.
1/01/21 → 24/12/25
Project: Applied
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ADSI237: The use of sparse signal and image representations in inverse problems and in new artwork classification methods.
Verhoeven, C., Cornelis, B., Dooms, A. & Loris, I.
1/02/10 → …
Project: Fundamental
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IOFACC12: Tech4Health: 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. & Islamaj, E.
1/01/24 → 30/06/25
Project: Applied
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FWOAL837: Dictionary Learning Techniques and Distributed Algorithms for the Processing of Massive Heterogeneous Image Data (DOLPHIN)
Deligiannis, N., Cornelis, B. & Pizurica, A.
1/01/17 → 31/12/20
Project: Fundamental
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FWOAL784: Advanced Sensing, Representation and Classification Methodologies for Interference-based Real-time Sorting
Schelkens, P., Jansen, B., Cornelis, B. & Schretter, C.
1/01/15 → 31/12/18
Project: Fundamental
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Fast and robust fourier domain-based cell differentiation
Cornelis, B., Blinder, D., Schelkens, P. & Jansen, B., 2024, Patent No. US11946849BResearch output: Patent
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Fast and robust fourier domain-based cell differentiation
Cornelis, B., Blinder, D., Schelkens, P. & Jansen, B., 2024, Patent No. EP3729053BResearch output: Patent
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STRADA: Spatial-Temporal Dashboard for traffic forecasting
Moghadas, S. M., Yangxintong, L., Cornelis, B. & Munteanu, A., 2024, IEEE International Conference on Mobile Data Management (MDM). Institute of Electrical and Electronics Engineers Inc., p. 251-254 4 p. (Proceedings - IEEE International Conference on Mobile Data Management).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access1 Citation (Scopus) -
Designing CNNs for Multimodal Image Restoration and Fusion via Unfolding the Method of Multipliers
Marivani, I., Tsiligianni, E., Cornelis, B. & Deligiannis, N., 1 Sept 2022, In: IEEE Transactions on Circuits and Systems for Video Technology. 32, 9, p. 5830-5845 16 p.Research output: Contribution to journal › Article › peer-review
22 Citations (Scopus) -
Framework for Vehicle Make and Model Recognition—A New Large-Scale Dataset and an Efficient Two-Branch–Two-Stage Deep Learning Architecture
Yangxintong, L., Schiopu, I., Cornelis, B. & Munteanu, A., 2 Nov 2022, In: Sensors. 22, 21, p. 1-21 21 p., 8439.Research output: Contribution to journal › Article › peer-review
Open Access8 Citations (Scopus)
Prizes
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BARCO/FWO Award for Master theses
Cornelis, Bruno (Recipient), 11 Dec 2007
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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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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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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Joint image super-resolution via recurrent convolutional neural networks with coupled sparse priors
Iman Marivani (Speaker), Evangelia Tsiligianni (Contributor), Bruno Cornelis (Contributor) & Nikolaos Deligiannis (Contributor)
2020Activity: Talk or presentation › Talk or presentation at a conference
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Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers
Iman Marivani (Speaker), Evangelia Tsiligianni (Contributor), Bruno Cornelis (Contributor) & Nikolaos Deligiannis (Contributor)
2020Activity: Talk or presentation › Talk or presentation at a conference
Thesis
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Processing and Classification of Digital Holographic Images of White Blood Cells
Author: Stamatelou, E., Schelkens, P., Skodras, A. & Cornelis, B., 2016Student thesis: Master's Thesis
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Quantization-based Watermarking
Author: Cornelis, B., Schelkens, P., Barbarien, J. & Dams, T., 2007Supervisor: Schelkens, P. (Promotor), Barbarien, J. (Jury) & Dams, T. (Jury)
Student thesis: Master's Thesis