Data Scientist

Mcovision is a Data Science consulting company specialized in Computer Vision applications. Our high expertise with processing images and videos, using cutting-edge Machine and Deep Learning technologies, allows us to build end-to-end solutions for our customers.

- PhD research in computer vision and image processing applied to new ultrafast ultrasound biological and medical 2D and 3D data.
- Developed within the Langevin Institute, ultrafast ultrasound is a new imaging technique allowing the observation of blood flows with a very fine resolution and no contrast agent.

- Homepage : https://cohenemm.wixsite.com/phdhomepage

- Creation of a neuronavigation system for preclinical brain imaging applications: 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: minimal path extraction from one point, Fast-Marching algorithm, vascular structures filtering.

- Development of methods for tumor analysis and monitoring in rodents: point cloud registration; rigid, non-rigid and deformable models.

- MSc research in computer vision and image processing applied to texture enhancement. 

- Use of the anisotropic diffusion partial differential equation, inspired from physics, to denoise textures images, while preserving high frequencies with a wavelet-based potential.