| Lspnet: A 2d localization-oriented spacecraft pose estimation neural network A Garcia, MA Musallam, V Gaudilliere, E Ghorbel, K Al Ismaeil, M Perez, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 30 | 2021 |
| Spacecraft recognition leveraging knowledge of space environment: simulator, dataset, competition design and analysis MA Musallam, V Gaudilliere, E Ghorbel, K Al Ismaeil, MD Perez, M Poucet, ... 2021 IEEE International Conference on Image Processing Challenges (ICIPC), 11-15, 2021 | 26 | 2021 |
| Enhancement of dynamic depth scenes by upsampling for precise super-resolution (UP-SR) K Al Ismaeil, D Aouada, B Mirbach, B Ottersten Computer Vision and Image Understanding 147, 38-49, 2016 | 17 | 2016 |
| Leveraging equivariant features for absolute pose regression MA Musallam, V Gaudilliere, MO Del Castillo, K Al Ismaeil, D Aouada Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 16 | 2022 |
| SPARK: spacecraft recognition leveraging knowledge of space environment MA Musallam, KA Ismaeil, O Oyedotun, MD Perez, M Poucet, D Aouada arXiv preprint arXiv:2104.05978, 2021 | 16 | 2021 |
| Real-time non-rigid multi-frame depth video super-resolution K Al Ismaeil, D Aouada, T Solignac, B Mirbach, B Ottersten Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015 | 15 | 2015 |
| Dynamic super resolution of depth sequences with non-rigid motions K Al Ismaeil, D Aouada, B Mirbach, B Ottersten 2013 IEEE International Conference on Image Processing, 660-664, 2013 | 15 | 2013 |
| Why is everyone training very deep neural network with skip connections? OK Oyedotun, K Al Ismaeil, D Aouada IEEE Transactions on Neural Networks and Learning Systems, 2022 | 14 | 2022 |
| Training very deep neural networks: Rethinking the role of skip connections OK Oyedotun, K Al Ismaeil, D Aouada Neurocomputing 441, 105-117, 2021 | 13 | 2021 |
| Real-time enhancement of dynamic depth videos with non-rigid deformations K Al Ismaeil, D Aouada, T Solignac, B Mirbach, B Ottersten IEEE Transactions on Pattern Analysis and Machine Intelligence 39 (10), 2045 …, 2016 | 13 | 2016 |
| Depth super-resolution by enhanced shift and add K Al Ismaeil, D Aouada, B Mirbach, B Ottersten Computer Analysis of Images and Patterns: 15th International Conference …, 2013 | 12 | 2013 |
| Detection & identification of on-orbit objects using machine learning M Perez, MA Mohamed Ali, A Garcia Sanchez, E Ghorbel, K Al Ismaeil, ... European conference on space debris 8 (1), 2021 | 9 | 2021 |
| Kinect Deform: enhanced 3d reconstruction of non-rigidly deforming objects H Afzal, K Al Ismaeil, D Aouada, F Destelle, B Mirbach, B Ottersten 2014 2nd International Conference on 3D Vision 2, 7-13, 2014 | 9 | 2014 |
| Surface UP-SR for an improved face recognition using low resolution depth cameras D Aouada, K Al Ismaeil, KK Idris, B Ottersten 2014 11th IEEE International Conference on Advanced Video and Signal Based …, 2014 | 9 | 2014 |
| Multi-frame super-resolution by enhanced shift & add K Al Ismaeil, D Aouada, B Ottersten, B Mirbach 2013 8th International Symposium on Image and Signal Processing and Analysis …, 2013 | 9 | 2013 |
| Bilateral filter evaluation based on exponential kernels K Al-Ismaeil, D Aouada, B Ottersten, B Mirbach Proceedings of the 21st International Conference on Pattern Recognition …, 2012 | 8 | 2012 |
| A new set of quartic trivariate polynomial equations for stratified camera self-calibration under zero-skew and constant parameters assumptions A Habed, KA Ismaeil, D Fofi Computer Vision–ECCV 2012: 12th European Conference on Computer Vision …, 2012 | 8 | 2012 |
| Temporal 3d human pose estimation for action recognition from arbitrary viewpoints MA Musallam, R Baptista, K Al Ismaeil, D Aouada 2019 International Conference on Computational Science and Computational …, 2019 | 7 | 2019 |
| Leveraging temporal information for 3d trajectory estimation of space objects MA Musallam, MO Del Castillo, K Al Ismaeil, MD Perez, D Aouada Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 5 | 2021 |
| Patch-based Statistical Performance Analysis of Upsampling for Precise Super–Resolution D Aouada, K Al Ismaeil, B Ottersten 11th International Joint Conference on Computer Vision, Imaging and Computer …, 2015 | 5 | 2015 |
Djamila AouadaSenior Research Scientist, Interdisciplinary Centre for Security, Reliability, and Trust (SnTVerified email at uni.lu
