Emmanuel Cohen

https://mcovision.com/

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.

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.

- 2D and 3D image segmentation: deep/machine learning, mathematical morphology, differential geometry, minimal path extraction, contour detection, multi-threading, GPU computing, ...

- Image enhancement, image denoising.

- Integration of the developed algorithms into a new designed user-friendly software.

- Design of quantitative metrics to characterize skin tissues.

- Management of projects for the cosmetic industry: writing and communication of skin data analysis reports.

- Supervision of PhD students and interns.

PhD research in image processing and computer vision 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.

- Creation of a neuronavigation system for preclinical brain imaging applications: image registration, accelerated by multi-threading and CUDA computing.

- 2D and 3D image segmentation algorithms development for modeling and quantification of vascular networks: minimal path extraction, Fast-Marching algorithm, vascular structures filtering.

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