I am currently a Senior Data Scientist in the machine learning and analytics team at Pix4D SA.
My research interests are in Computer Vision and 3D Graphics, specifically to apply machine learning for image processing tasks.
Technologies: C/C++, Onnxruntime, Conan, CMake, Pybind, Python, PyTorch, Concourse
Technologies: Python, PyTorch, MATLAB, C/C++, Image processing, Neural networks
Technologies: C/C++, Cython, Python, NNabla, Open Grid Engine
Technologies: JavaScript, RequireJS, NPM, Gulp, Python, Image processing
Technologies: JavaFx, Groovy, Maven, JavaScript, AngularJS, Ruby, Rails
L. Fayez and S. Sabine, “Fast and Efficient Zero-Learning Image Fusion,” in arXiv preprint arXiv:1902.00730, 2019.
@inproceedings{lahoud2019fast,
title = {Fast and Efficient Zero-Learning Image Fusion},
author = {Fayez, Lahoud and Sabine, Süsstrunk},
journal = {arXiv preprint arXiv:1902.00730},
year = {2019}
}
F. Lahoud and S. Süsstrunk, “AR in VR: Simulating augmented reality glass for image fusion,” Electronic Imaging, 2019.
@article{lahoud2019ar,
title = {AR in VR: Simulating augmented reality glass for image fusion},
author = {Lahoud, Fayez and S{\"u}sstrunk, Sabine},
journal = {Electronic Imaging},
year = {2019},
publisher = {Society for Imaging Science and Technology}
}
R. Zhou, F. Lahoud, M. El Helou, and S. Süsstrunk, “A comparative study on wavelets and residuals in deep super resolution,” Electronic Imaging, 2019.
@article{zhou2019comparative,
title = {A comparative study on wavelets and residuals in deep super resolution},
author = {Zhou, Ruofan and Lahoud, Fayez and El Helou, Majed and S{\"u}sstrunk, Sabine},
journal = {Electronic Imaging},
year = {2019},
publisher = {Society for Imaging Science and Technology}
}
F. Lahoud, R. Achanta, P. Márquez-Neila, and S. Süsstrunk, “Self-Binarizing Networks,” arXiv preprint arXiv:1902.00730, 2019.
@article{lahoud2019self,
title = {Self-Binarizing Networks},
author = {Lahoud, Fayez and Achanta, Radhakrishna and M{\'a}rquez-Neila, Pablo and S{\"u}sstrunk, Sabine},
journal = {arXiv preprint arXiv:1902.00730},
year = {2019}
}
L. Fayez and S. Sabine, “Zero-learning fast medical image fusion,” in IEEE International Conference on Information Fusion (Fusion), 2019.
@inproceedings{lahoud2019zero,
title = {Zero-learning fast medical image fusion},
author = {Fayez, Lahoud and Sabine, Süsstrunk},
booktitle = {IEEE International Conference on Information Fusion (Fusion)},
year = {2019},
organization = {IEEE}
}
F. Lahoud and S. Süsstrunk, “AR in VR: Simulating Infrared Augmented Vision,” in IEEE International Conference on Image Processing (ICIP), 2018.
@inproceedings{lahoud2018arinvr,
title = {AR in VR: Simulating Infrared Augmented Vision},
author = {Lahoud, Fayez and S{\"u}sstrunk, Sabine},
booktitle = {IEEE International Conference on Image Processing (ICIP)},
year = {2018},
doi = {10.1109/ICIP.2018.8451811}
}
F. Lahoud, R. Zhou, and S. Süsstrunk, “Multi-modal spectral image super-resolution,” in European Conference on Computer Vision, 2018, pp. 35–50.
@inproceedings{lahoud2018multi,
title = {Multi-modal spectral image super-resolution},
author = {Lahoud, Fayez and Zhou, Ruofan and S{\"u}sstrunk, Sabine},
booktitle = {European Conference on Computer Vision},
pages = {35--50},
year = {2018},
organization = {Springer}
}
F. Lahoud, M. S. Ortiz Segovia, B. Jin, and S. Süsstrunk, “Keyword-Based image color re-rendering with semantic segmentation,” in IEEE International Conference on Image Processing (ICIP), 2017.
@inproceedings{lahoud2017keyword,
title = {Keyword-Based image color re-rendering with semantic segmentation},
author = {Lahoud, Fayez and Ortiz Segovia, Maria S and Jin, Bin and S{\"u}sstrunk, Sabine},
booktitle = {IEEE International Conference on Image Processing (ICIP)},
year = {2017},
doi = {10.1109/ICIP.2017.8296820}
}
C. M. Boukhater, O. Dakroub, F. Lahoud, M. Awad, and H. Artail, “An intelligent and fair GA carpooling scheduler as a social solution for greener transportation,” in Mediterranean Electrotechnical Conference (MELECON), 2014 17th IEEE, 2014, pp. 182–186.
@inproceedings{boukhater2014intelligent,
title = {An intelligent and fair GA carpooling scheduler as a social solution for greener transportation},
author = {Boukhater, Carl Michael and Dakroub, Oussama and Lahoud, Fayez and Awad, Mariette and Artail, Hassan},
booktitle = {Mediterranean Electrotechnical Conference (MELECON), 2014 17th IEEE},
pages = {182--186},
year = {2014},
organization = {IEEE},
doi = {10.1109/MELCON.2014.6820528}
}
O. Dakroub, C. M. Boukhater, F. Lahoud, M. Awad, and H. Artail, “An intelligent carpooling app for a green social solution to traffic and parking congestions,” in Intelligent Transportation Systems-(ITSC), 2013 16th International IEEE Conference on, 2013, pp. 2401–2408.
@inproceedings{dakroub2013intelligent,
title = {An intelligent carpooling app for a green social solution to traffic and parking congestions},
author = {Dakroub, Oussama and Boukhater, Carl Michael and Lahoud, Fayez and Awad, Mariette and Artail, Hassan},
booktitle = {Intelligent Transportation Systems-(ITSC), 2013 16th International IEEE Conference on},
pages = {2401--2408},
year = {2013},
organization = {IEEE},
doi = {10.1109/ITSC.2013.6728586}
}