Cambridge Research Laboratory - Toshiba Europe

Vitae

After receiving my PhD in Applied Mathematics at Sapienza - University of Rome, I pursued my academic career at Technion, Italian Institute of Technology, University of Bologna and University of Cambridge as a Marie Curie fellow.

I am currently a Senior Research Scientist at the Cambridge Research Laboratory of Toshiba Europe.

Research

Most of my research activities focus  on several problems in the computer vision and image processing fields, mainly on 3D shape recovery and image restoration. In my research projects, I follow an interdisciplinary approach, combining physics, mathematics, computer science and engineering.

Modeling is achieved by parameterizing physical phenomena through non-linear Partial Differential Equations where theoretical analysis aims to proving well-posedness. On the other hand, numerical approximation is achieved by using finite differences and semi-Lagrangian schemes as well as optimization algorithms. At last, numerical solvers and acquisition data methods are then set side by side for prototyping purposes.

Research topics and projects

(under construction)

Automatic Curriculum Reinforcement Learning for

Autonomous Navigation

Deep Learning for

3D Photometric Stereo Reconstructions

Prototype for

Accurate Volumetric Reconstructions

Prototype for

Accurate Surface Reconstructions

3D Photometric Stereo Reconstruction using Image Ratio

Pictures

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Life

Reading

novels, scientific articles

Music

pop, alternative rock, classic

Sports

gym, soccer

Sciences

mathematics, physics applied technologies

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Computer Vision Group - Toshiba Europe

robertomecca.com

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