I am currently an R&D Engineer in the machine learning and analytics team at Pix4D SA.
My research interests are in Computer Vision and Graphics, specifically to apply machine learning for image processing tasks.
I have joined Pix4D SA as a professional R&D Engineer. I will be working in their machine learning and analytics team.
I will be giving two presentations about super resolution in Computational Imaging XVII and virtual reality in The Engineering Reality of Virtual Reality 2019 at EI 2019 in California.
I will give a presentation about image re-coloring in the deep learning and color workshop at CIC 26 in Vancouver. [Slides]
I won the challenge with IVRL members R. Zhou and S. Süsstrunk. I will be giving a spotlight presentation at PIRM 2018 in Munich about our solution.
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
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}
}
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 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}
}