ABOUT ME
I’m a Postdoctoral Researcher at the Institute of Computing at the University of Campinas (Unicamp), Brazil.
Interests
- Machine Learning
- Computer Vision
- Image and Video Processing
- Pattern Recognition
Fields of Study
- Human Action Recognition
- Video Stabilization
- View Synthesis
- Depth Estimation
- Image Inpainting
- Natural Language Processing
- Object Tracking
Education
Ph.D. in Computer Science, 2020. University of Campinas (UNICAMP), Brazil. Advisor: Helio Pedrini, Co-advisor: Marcelo Bernardes Vieira.
M.Sc. in Computer Science, 2016. Federal University of Juiz de Fora (UFJF), Brazil. Advisor: Marcelo Bernardes Vieira.
B.Sc. in Computer Science, 2015. Federal University of Juiz de Fora (UFJF), Brazil. Advisor: Marcelo Bernardes Vieira.
B.Sc. in Exact Sciences, 2013. Federal University of Juiz de Fora (UFJF), Brazil. Advisor: Marcelo Bernardes Vieira.
Academic Positions
Postdoctoral Researcher, 2020 — 2021 University of Campinas (UNICAMP), Brazil.
Postdoctoral Researcher, 2021 — present University of Campinas (UNICAMP), Brazil. Fellowship: H.IAAC
Teaching
MC102: Algoritmos e Programação de Computadores – 2s2021
Collaborators
Ph.D. Students:
- Luís Gustavo Lorgus Decker. Co-advising with Hélio Pedrini. Institute of Computing, University of Campinas. Work in Progress.
- Jose Luis Flores Campana. Co-advising with Hélio Pedrini. Institute of Computing, University of Campinas. Work in Progress.
Personal Top-3 Publications
Survey on visual rhythms: A spatio-temporal representation for video sequences
Marcos Roberto e Souza, Helena de Almeida Maia, Marcelo Bernardes Vieira, Helio Pedrini
In: Neurocomputing (2020)
Learnable Visual Rhythms Based on the Stacking of Convolutional Neural Networks for Action Recognition
Helena Maia, Marcos Souza, Anderson Santos, Helio Pedrini, Hemerson Tacon, André Brito, Hugo Chaves, Marcelo Vieira, Saulo Villela
In: 18th IEEE International Conference on Machine Learning and Applications (ICMLA 2019)
Independent selection and validation for tracking-learning-detection
Helena de Almeida Maia, Fábio Luiz Marinho de Oliveira, Marcelo Bernardes Vieira
Get in Touch
helenaam@unicamp.br
Disclaimer: This is a personal page, and not an official UNICAMP’s page. Its contents are of entire responsibility of Helena Maia.