Gabriel G. Carvalho
Computer Vision Data Scientist  Researcher
Bio: I am currently working as a Senior Researcher at IDLab, with experience in Image Processing, Machine/Deep Learning, Computational Photography, Data Science/Analysis, and GIS (Geographic Information System). My background is in mathematics (B.Sc. and M.Sc.), with a focus on differential geometry and topology, and I hold a Ph.D. degree in physics/relativistic astrophysics from the University of Rome "La Sapienza", under the supervision of Prof. Remo Ruffini and D. Bini. My current interests are computational photography, computer vision, machine learning, quantum computing, data science, differential geometry, topology, mathematical aspects of general relativity, and alternative theories of gravity.
Research

A Deep Learning Approach to Mobile Camera Image Signal Processing.
Jose Ivson S. Silva, Gabriel G. Carvalho, Marcel Santana Santos, Diego J. C. Santiago, Lucas Pontes de Albuquerque, Jorge F. Puig Battle, Gabriel M. da Costa, and Tsang Ing Ren
WORKSHOP ON INDUSTRY APPLICATION  CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI), 33, 2020

On the hypotheses of Penrose's singularity theorem under disformal transformations.
Eduardo Bittencourt, Gabriel G. Carvalho, Iarley P. Lobo, and Leandro Santana
Eur.Phys.J.C 80 (2020) 3, 265

The geometry of nulllike disformal transformations.
I. P. Lobo and G. G. Carvalho
Int.J.Geom.Meth.Mod.Phys. 16 (2019) 11, 1950180

Scalar field selfforce effects on a particle orbiting a ReissnerNordstrÃ¶m black hole.
Donato Bini, Gabriel G. Carvalho, and Andrea Geralico
Phys.Rev.D 94 (2016) 12, 124028

Extended disformal approach in the scenario of Rainbow Gravity.
Gabriel G. Carvalho, Iarley P. Lobo, and Eduardo Bittencourt
Phys.Rev.D 93 (2016) 4, 044005

On the disformal invariance of the Dirac equation.
Eduardo Bittencourt, Iarley P. Lobo, and Gabriel G. Carvalho
Class.Quant.Grav. 32 (2015) 185016