Play Intelligence, The LEGO Group
Institute of Computing, Unicamp
SciPet
Unicamp & Motorola
R&D of biometric methods for mobile devices.
Institute of Computing, Unicamp
Samsung Research Institute Brazil
VISGRAF/IMPA
IESB
Institute of Computing, Unicamp
UnB
Institute of Computing, Unicamp
My thesis “Computer Vision methods applicable to Forensic Science” presents three Computer Vision methods that can be applied in forensic investigations: one for photogrammetry, which allows measurement of objects heights in single images; a multiview stereo framework for the recovery of 3D footwear impressions; and a method for image reconstruction from a collection of small unordered fragments using a quadratic programming formulation.
Supervisor: Siome Goldenstein
School of Engineering, Brown University
Internship as part of my Ph.D. studies.
Supervisor: Prof. Gabriel Taubin
Institute of Computing, Unicamp
My dissertation “Image descriptors based on Tensor Scale” presents shape descriptors based on the Tensor Scale morphometric parameter for content-based image retrieval. We also introduce efficient algorithms for the computation of Tensor Scale based on the Image Foresting Transform (IFT).
Supervisor: Prof. Ricardo da S. Torres
Co-Supervisor: Prof. Alexandre X. Falcão
Computer Science Department, University of Brasília (UnB)
Conference on Graphics, Patterns and Images (SIBGRAPI)
as Gabriel Bertocco co-supervision
Congress of the Brazilian Computer Society (CSBC)
as Gabriel Bertocco co-supervisor
International Joint Conference on Biometrics (IJCB)
Inova Unicamp
awarded to SciPet
International Joint Conference on Biometrics (IJCB)
IAPR/IEEE/Eurasip International Summer School for Advanced Studies on Biometrics
International Conference on Imaging for Crime Detection and Prevention (ICDP)
SBPqO Annual Meeting
Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI)
| Year | Student | Degree | Institution | Collaboration/Funding | Title | My role |
|---|---|---|---|---|---|---|
| 2026 | Master | DTU | The LEGO Group | Multi-modal representation learning with LEGO Minifigures: Constructing a shared embedding space for segmented human-to-component mapping | external supervisor | |
| 2025 | Luis Miguel Ferreira Freire | Master | DTU | The LEGO Group | Exploring different approaches to customize LLMs for text-to-code generation | external supervisor |
| 2021 - 2024 | Gabriel Bertocco | Ph.D. | Unicamp | FAPESP | Self-supervised Learning for Fully Unsupervised Re-identification in Real-World Applications | co-supervisor |
| 2019 - 2022 | Rafael Soares Padilha | Ph.D. | Unicamp | FAPESP | Learning visual clues of the passage of time | co-supervisor |
| 2019 | Gabriel Bertocco | Undergraduate research | Unicamp | SciPet | CrowdPet: Automatic identification of animals in images | supervisor |
| 2018 - 2020 | Technical training | SciPet | SciPet/FAPESP | CrowdPet: Automatic identification of animals in images | supervisor | |
| 2017 | Undergraduate research | Unicamp | SciPet/FAPESP | CrowdPet: Computer Vision applied to the identification of lost animals | supervisor | |
| 2015 - 2018 | Gabriel Bertocco | Undergraduate research | Unicamp | Motorola | Automatic age range estimation on mobile devices | co-supervisor |
| 2015 - 2018 | Waldir Rodrigues de Almeida | Master | Unicamp | Motorola | Data-driven face presentation-attack detection in mobile devices | co-supervisor |
| 2015 - 2017 | Rafael Soares Padilha | Master | Unicamp | Motorola | Two-tiered facial verification for mobile devices | co-supervisor |
| 2012 | Joao Gabriel Vasconcelos | Bachelor | IESB | DESC - A tool for comparing image descriptors | supervisor |