PhD in applied mathematics to computer vision, image processing, machine & deep learning algorithms. I am passionate about problems solving, build a solution and bring it to final product. Professional skills in Python, C++.
Image processing and computer vision algorithms development for cosmetic and medical skin image analysis. DAMAE develops an innovative imaging technology called LC-OCT based on optical coherence tomography.
- Image enhancement, image denoising.
- 2D and 3D image segmentation: mathematical morphology, differential geometry, machine and deep learning techniques, multi-threading and GPU computing, ...
- Integration of the developed algorithms into a new designed user-friendly software.
Image Processing Researcher
Institut Langevin
10月 2015 - 10月 2018 (3 年)
Research in image processing and computer vision applied to new ultrafast ultrasound biological and medical 2D and 3D data.
- Image registration by correlation, accelerated by multi-threading and CUDA computing.
- 2D and 3D image segmentation algorithms development for modeling and quantification of vascular networks
- Point cloud registration; rigid, non-rigid and deformable models.
教育
PhD
Université Paris Dauphine,
France 2015 - 2018
(3 年)
MSc
Technion-Machon Technologi Le' Israel,
Israel 2012 - 2014
(2 年)
BSc-MSc
Ecole nationale des Ponts et Chaussées,
France 2009 - 2012