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Karim El Khoury

Teaching Assistant

Karim El Khoury received the B.E. degree in electrical engineering from the Lebanese American University (LAU), Lebanon, in 2017 and received the M.S. degree in electrical engineering from the Universite catholique de Louvain (UCLouvain), Belgium, in 2019. As part of his master thesis work, he explored aspects of improved motion estimation through sensor-aided block matching for inter-frame video compression algorithms.

He is currently working towards the Ph.D. degree on Lightweight Compression and Detection Algorithms for High-Resolution Video Streams as part of Prof. Benoit Macq's Pixels and interactions LAB (PiLAB) in UCLouvain's institute of Information and Communication Technologies, Electronics and Applied Mathematics (ICTEAM). His work was previously funded by the WALInnov project TrustEye in collaboration with intoPIX S.A.

He is currently under a Teaching Assistant fellowship at the Ecole Polytechnique de Louvain.

Projects

TrustEye

IMG

Publications

2024

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El Khoury, Karim ; Wynen, Maxence ; Maggi, Pietro ; Meritxell Bach Cuadra ; Macq, Benoît. IMPROVING 3D LESION SEGMENTATION ROBUSTNESS AGAINST IMAGE COMPRESSION IN MULTIPLE SCLEROSIS in 21st IEEE International Symposium on Biomedical Imaging (ISBI 2024), Athens, Greece, du 27/05/24 au 30/05/24

2023

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Danhier, Martin ; El Khoury, Karim ; Macq, Benoît. An open-source fine-grained benchmarking platform for wireless virtual reality in EuroXR 2023, EuroXR 2023, du 29/11/2023 au 01/12/2023

2021

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El Khoury, Karim ; Fockedey, Martin ; Brion, Eliott ; Macq, Benoît. Amélioration de la robustesse de l’U-Net 3D contre la compression JPEG2000 pour la segmentation des organes pelviens masculins. in CORESA 2021, Sophia Antipolis, France

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El Khoury, Karim ; Samelson, Jonathan ; Macq, Benoît. Deep Learning-Based Object Tracking via Compressed Domain Residual Frames in Frontiers in Signal Processing

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El Khoury, Karim ; Fockedey, Martin ; Brion, Eliott ; Macq, Benoît. Improved 3D U-Net robustness against JPEG 2000 compression for male pelvic organ segmentation in radiotherapy in Journal of Medical Imaging

2020

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El Khoury, Karim ; Pellegrin, Pascal ; Descampe, Antonin ; Lugan, Sébastien ; Macq, Benoît. Sensor-aided block matching algorithm for translational motion estimation through a depth map

2019

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El Khoury, Karim ; Macq, Benoît. Sensor-aided block matching algorithm for video compression - Mémoire (Thesis)