Biography
I am a first year PhD student in QUARRG Lab at Queen’s University under Professor Sidney Givigi. I did my Masters at Queen’s, and my undergrad at UNIOESTE in my hometown of Cascavel, in the south of Brazil.
My research interests are Computer Vision and Deep Learning with applications on Autonomous Driving. More specifically, I am researching Cooperative Perception under Adverse Weather Conditions.
Interests
- Computer Vision
- Deep Learning
- Autonomous Driving
Education
PhD in Computing, 2025 - now
Queen's University
Masters in Computing, 2023 - 2025
Queen's University
BSc in Computer Science, 2018 - 2022
UNIOESTE, Brazil
Publications
(2025).
Adver-City: Open-Source Multi-Modal Dataset for Collaborative Perception Under Adverse Weather Conditions.
IEEE International Conference on Intelligent Transportation Systems (ITSC).
(2024).
Can lies be faked? Comparing low-stakes and high-stakes deception video datasets from a Machine Learning perspective.
Expert Systems with Applications.
(2022).
U-Net skip-connection architectures for the automated counting of microplastics.
Neural Computing and Applications.
(2021).
A&B Game Jam-Enhancing the Online Game Jam Experience With Milestones.
Proceedings of the 6th Annual International Conference on Game Jams, Hackathons, and Game Creation Events.
(2021).
A&B Game Jam-Projeto extensionista de estı́mulo ao desenvolvimento de jogos.
Revista ComInG-Communications and Innovations Gazette.
Contact
mateus.karvat @ queensu.ca