Curriculum Vitae

Complete CV at Lattes platform

Work Contact

Signals, Multimedia, and Telecommunications Lab.

Av. Horácio Macedo, 2030, room H-221 – Cidade Universitária

21941-598 Rio de Janeiro, RJ - Brazil

Tel/FAX.: +55 (21) 3938-8207

E-mail: lpcinelli [at] poli [dot] ufrj [dot] br

Personal data

Brazilian, male, single, 25 years old.

Born in January 23, 1993 in Rio de Janeiro, RJ - Brazil.

Name in bibliographic citations: CINELLI, L. P.; CINELLI, LUCAS P.

Short biography

Born in 1993, I obtained my B.Sc in Electronic and Computer Engineering at UFRJ along with my Engineer’s Degree delivered by the french institution SUPÉLEC, where I spent 2 years as an international exchange program student and had a scholarship financed by the Brazilian government. During this time, I worked for 6 months as an intern at the french company PARROT Drones actively participating in the Computer Vision Team. I am currently doing my M.Sc. in Electrical Engineering with emphasis on Signal Processing program at COPPE/UFRJ, which I began in 2017, affiliated to the Signal, Multimedia and Telecommunications (SMT) laboratory in UFRJ, where I conduct my research. In this same laboratory, I developed B.Sc. final project on anomaly detection of surveillance videos using Deep Learning. My main interests include Deep Learning and Bayesian Approximate Inference with emphasis on videos/images.

Education

2017 - present

M.Sc. in Electrical Engineering

Federal University of Rio de Janeiro, UFRJ, Brazil

Advisor: Eduardo A. B. da Silva

2011 - 2016

B.Sc. in Electronic and Computing Engineering

Federal University of Rio de Janeiro, UFRJ, Rio de Janeiro, Brazil

Title: Anomaly detection in surveillance videos using deep residual networks

Advisors: Eduardo A. B. da Silva and Lucas Arrabal Thomaz

Keywords: deep learning, ResNet, residual networks, background subtraction, segmentation, anomaly detection, surveillance, real-time.

2014 - 2016

Diplôme d’Ingénieur in Electrical Engineering

Ecole Supérieure d’Electricité, SUPELEC, Gif, France

Note: Spent two years studying Electrical Engineering with emphasis on electronic systems and images in SUPELEC as part of a international exchange program supported by the double degree Brazilian government program called BRAFITEC.

Professional/Research Background

2016 – 2016: Research and Development intern

Company: Parrot Drones SA, Paris, France

Research Area: Data extraction and analysis to convey a reliable scoring function for visual-based object tracking algorithms. Evaluation of different data fusion methods.

2016 – 2016: Scientific Initiation project at the Teleinformatics and Automation Group (GTA)

Institution: Federal University of Rio de Janeiro, UFRJ, Rio de Janeiro, Brazil

Research Area: Studied secured unified authentication methods in virtual networks for cloud accesses.

2013 – 2014: Scientific Initiation project

Institution: Brazilian Center for Research in Physics (CBPF), Rio de Janeiro, Brazil

Activities: Conducted studies on theoretical physics on Cosmology and on Special Relativity and General Relativity theories. I reproduced the calculations for the classical tests of Relativity and explained the deductions and results to an audience of professors and students.

Research Projects

2018 - Present

Applied research project with Petrobras

Signal, Multimedia and Telecommunications (SMT)

Title: Signal Processing Applied to Predicting, Detecting and Diagnosing Failures during Oil Well Drilling

2013 - 2014

Multilateral research project between Europe and Brazil

Teleinformatics and Automation Group (GTA/UFRJ)

Title: Security for Future Networks (SecFuNet)

Activities: Development of unified authentication methods (OpenID) through NFC smart card.

Language

  • Portuguese: native
  • English: proficient
  • French: proficient

Research interests

  • Machine learning
  • Deep learning
  • Unsupervised learning
  • Video prediction
  • Bayesian Neural Networks
  • Approximate Inference

Publications

  1. Papers published in conferences