CV
Education
- PhD in Computer Science, LIRIS, INSA Lyon, 2018 - 2021
Advisor: Guillaume Lavoué
Topic: Visual Quality of Rendered 3D Meshes with Color Attributes: Subjective and Objective Evaluation
Keywords: Computer Graphics, Virtual Reality, 3D data, Perception, Subjective & Objective Quality Assessment, Quantitative Analysis, Machine Learning, User Experience - Double degree in Engineering, 2013 - 2018
Keywords: Programming, Signal and Image Processing, Real Time Operating System- Master Degree in Electronic and Digital Technologies Engineering
École Polytechnique de l’Université de Nantes
5th year option: Multimedia systems and network technologies
Rank: Major of Promotion - Degree in Electrical and Electronic Engineering
Faculty of Engineering at the Lebanese University
Rank: Top five of the promotion
- Master Degree in Electronic and Digital Technologies Engineering
Research Experience
- PhD Researcher (Oct. 2018 - Dec. 2021)
Laboratoire d’InfoRmatique en Image et Systèmes d’information (LIRIS) – France- Visual Perception
- Subjective quality assessment of 3D graphics in virtual reality
- Establish and manipulate large-scale 3D graphics datasets
- Deep Learning
- PISCo project: Collaboration with other labs and industrial partnerships
- End-of-course internship (March - July 2018)
Laboratoire des Sciences du Numérique de Nantes (LS2N) – France- Eye-tracking experiment involving 3D graphics, in mixed reality.
- Analyze visual attentional behavior when visualizing rendered 3D graphics.
- Master’s project (Oct. 2017 - Feb. 2018)
École Polytechnique de l’Université de Nantes – France- Implement Facial Recognition on Raspberry.
Publications
Software
CMDM: Color Mesh Distortion Measure
Open-source code, in C++, of a model-based quality assessment metric for 3D meshes with vertex colors.
Graphics-LPIPS: Deep Learning-based Quality Metric for 3D Graphics
Open-source code, in python, of an image-based quality assessment metric for 3D graphics.
Awards
2020 Best Student Paper Award, International Conference on Quality of Multimedia Experience (QoMEX)
Talks
- Exploring Crowdsourcing for Subjective Quality Assessment of 3D Graphics
IEEE International Workshop on Multimedia Signal Processing (MMSP), October 2021 - virtual - CMDM-VAC: Improving A Perceptual Quality Metric For 3D Graphics By Integrating A Visual Attention Complexity Measure
IEEE International Conference on Image Processing (ICIP), September 2021 - virtual - Immersive Media Group (IMG)
The Video Quality Experts Group (VQEG) plenary meeting, June 2021 - virtual - Visual Quality of 3D Meshes with Diffuse Colors in Virtual Reality: Subjective and Objective Evaluation
IEEE Virtual Reality (VR) conference, Lisbon, Portugal, March 2021 - virtual - Journée 2021 du GTRV « Réalités virtuelles »
J-GTRV seminar, France, March 2021 - virtual - Immersive Media Group (IMG)
The Video Quality Experts Group (VQEG) plenary meeting, December 2020 - virtual - Évaluation de la qualité subjective et objective des données 3D
GdR-ISIS seminar, Paris, France, June 2020 - virtual - Tendances en évaluation de la qualité pour la compression et la sécurisation des contenus
GdR-ISIS seminar, Paris, France, November. 2019 - Comparison of subjective methods, with and without explicit reference, for quality assessment of 3D graphics
ACM Symposium on Applied Perception (SAP) conference, Barcelona, Spain, September. 2019
Teaching
Lead weekly laboratories for a group of 27 2nd year engineering students at INSA Lyon
Skills
- Programming
C#, Java, R, C++, MATLAB, PyTorch, LaTex - Languages
Arabic: Native language French: Bilingual English: Professional
Interests
- Travels
France, Italy, Spain, Germany, Netherlands, Portugal, Czech Republic, Denmark, Switzerland, Monaco, Corsica, Belgium, Turkey - Sports
Bodybuilding, Swimming, Skydiving