Hello!
I am Federico, a PhD student at EPFL in Lausanne, Switzerland. I work on 3D Computer Vision in EPFL’s CVLab, supervised by Prof. Pascal Fua.
A part from research, I love beach tennis (as clear from the pic on the right), bouldering, photography, and I play a bit of music (guitar, drums, sing). If you want to see my research, it's below; if you want to see my pics and music, here's my YouTube and Instagram :)Publications
(full list on scholar)
Neural Surface Detection for Unsigned Distance Fields
Federico Stella, Nicolas Talabot, Hieu Le, Pascal Fua; at ECCV 2024
A neural approach to turn a UDF into a local SDF, which can be meshed with traditional algorithms.
MeshUDF: Fast and Differentiable Meshing of Unsigned Distance Field Networks
Benoit Guillard, Federico Stella, Pascal Fua; at ECCV 2022
An extension of Marching Cubes to mesh non-watertight surfaces, applied the output of Unsigned Distance Field networks. We also derive gradients for the reconstructed vertex positions wrt. the UDF field.