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MOHAMED ALI Mohamed Adel

University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > CVI2

Main Referenced Co-authors
AOUADA, Djamila  (11)
GAUDILLIERE, Vincent  (9)
AL ISMAEIL, Kassem  (5)
ORTIZ DEL CASTILLO, Miguel  (4)
Perez, Marcos (4)
Main Referenced Keywords
Computer Vision (3); Deep Learning (3); Computer Science - Computer Vision and Pattern Recognition (2); Pose Estimation (2); A6 (1);
Main Referenced Unit & Research Centers
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > Computer Vision Imaging & Machine Intelligence (CVI²) (2)
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > CVI² - Computer Vision Imaging & Machine Intelligence (1)
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > Other (1)
University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > > (1)
Main Referenced Disciplines
Computer science (11)
Engineering, computing & technology: Multidisciplinary, general & others (1)

Publications (total 12)

The most downloaded
414 downloads
MOHAMED ALI, M. A., GAUDILLIERE, V., GHORBEL, E., AL ISMAEIL, K., Perez, M., Poucet, M., & AOUADA, D. (2021). SPACECRAFT RECOGNITION LEVERAGING KNOWLEDGE OF SPACE ENVIRONMENT: SIMULATOR, DATASET, COMPETITION DESIGN, AND ANALYSIS. 2021 IEEE International Conference on Image Processing (ICIP). https://hdl.handle.net/10993/48797

The most cited

26 citations (Scopus®)

GARCIA SANCHEZ, A., MOHAMED ALI, M. A., GAUDILLIERE, V., GHORBEL, E., AL ISMAEIL, K., Perez, M., & AOUADA, D. (2021). LSPnet: A 2D Localization-oriented Spacecraft Pose Estimation Neural Network. Proceedings of Conference on Computer Vision and Pattern Recognition Workshops, 2048-2056. doi:10.1109/CVPRW53098.2021.00233 https://hdl.handle.net/10993/47169

MOHAMED ALI, M. A. (2024). Advancing Vision-Based Space Situational Awareness: From Data to Representation Learning [Doctoral thesis, Unilu - University of Luxembourg]. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/61262

GAUDILLIERE, V., PAULY, L., RATHINAM, A., Garcia Sanchez, A., MOHAMED ALI, M. A., & AOUADA, D. (2023). 3D-Aware Object Localization using Gaussian Implicit Occupancy Function. In 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE. doi:10.1109/IROS55552.2023.10342399
Peer reviewed

JAMROZIK, M. L., GAUDILLIERE, V., MOHAMED ALI, M. A., & AOUADA, D. (2023). Space Debris: Are Deep Learning-based Image Enhancements part of the Solution? Proceedings International Symposium on Computational Sensing.
Peer reviewed

MOHAMED ALI, M. A.* , GAUDILLIERE, V., & AOUADA, D. (2023). Self-Supervised Learning for Place Representation Generalization across Appearance Changes. Machine Vision and Applications.
Peer Reviewed verified by ORBi

JAMROZIK, M. L., GAUDILLIERE, V., MOHAMED ALI, M. A., & AOUADA, D. (2022). Image Enhancement for Space Surveillance and Tracking. In M. L. JAMROZIK, V. GAUDILLIERE, M. A. Musallam, ... D. AOUADA, Proceedings of the 73rd International Astronautical Congress. Paris, France: International Astronautical Federation.

MOHAMED ALI, M. A., GAUDILLIERE, V., ORTIZ DEL CASTILLO, M., AL ISMAEIL, K., & AOUADA, D. (2022). Leveraging Equivariant Features for Absolute Pose Regression. IEEE Conference on Computer Vision and Pattern Recognition.
Peer reviewed

MOHAMED ALI, M. A., RATHINAM, A., GAUDILLIERE, V., ORTIZ DEL CASTILLO, M., & AOUADA, D. (2022). CubeSat-CDT: A Cross-Domain Dataset for 6-DoF Trajectory Estimation of a Symmetric Spacecraft. Proceedings of the 17th European Conference on Computer Vision Workshops (ECCVW 2022).
Peer reviewed

MOHAMED ALI, M. A., ORTIZ DEL CASTILLO, M., AL ISMAEIL, K., Perez, M., & AOUADA, D. (2021). Leveraging Temporal Information for 3D Trajectory Estimation of Space Objects. Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops.
Peer reviewed

ORTIZ DEL CASTILLO, M., MOHAMED ALI, M. A., JAMROZIK, M. L., GAUDILLIERE, V., & AOUADA, D. (September 2021). Deep Learning-based Image Enhancement for Space Applications [Paper presentation]. ESA EO Φ-WEEK.

GARCIA SANCHEZ, A., MOHAMED ALI, M. A., GAUDILLIERE, V., GHORBEL, E., AL ISMAEIL, K., Perez, M., & AOUADA, D. (2021). LSPnet: A 2D Localization-oriented Spacecraft Pose Estimation Neural Network. Proceedings of Conference on Computer Vision and Pattern Recognition Workshops, 2048-2056. doi:10.1109/CVPRW53098.2021.00233
Peer reviewed

Perez, M., MOHAMED ALI, M. A., GARCIA SANCHEZ, A., GHORBEL, E., AL ISMAEIL, K., Le Henaff, P., & AOUADA, D. (2021). Detection & Identification of On-Orbit Objects Using Machine Learning. European Conference on Space Debris, 8 (1).

MOHAMED ALI, M. A., GAUDILLIERE, V., GHORBEL, E., AL ISMAEIL, K., Perez, M., Poucet, M., & AOUADA, D. (2021). SPACECRAFT RECOGNITION LEVERAGING KNOWLEDGE OF SPACE ENVIRONMENT: SIMULATOR, DATASET, COMPETITION DESIGN, AND ANALYSIS. 2021 IEEE International Conference on Image Processing (ICIP).
Peer reviewed

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