Gabriel G. Carvalho
Computer Vision Engineer | Researcher
Bio: I'm currently a Researcher at imec, specializing in Computer Vision/Image Processing, Machine/Deep Learning, Georeferenced Data Science/Analysis, Hyperspectral Images, and Remote Sensing. My academic background is in mathematics (B.Sc. and M.Sc.), with a strong focus on differential geometry and topology. I earned my Ph.D. in physics, specifically in relativistic astrophysics, from the University of Rome "La Sapienza," where I was mentored by Prof. Remo Ruffini and D. Bini.
My current passions include computational photography, computer vision, machine learning, quantum computing, data science, and time series analysis and forecasting, particularly in chaotic systems.
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Research
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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 null-like disformal transformations.
I. P. Lobo and G. G. Carvalho Int.J.Geom.Meth.Mod.Phys. 16 (2019) 11, 1950180 -
Scalar field self-force effects on a particle orbiting a Reissner-Nordström 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