About me
I am a Ph.D. student in Computer Science at the Federal University of Paraná (UFPR), where my research focuses on applying deep learning and computer vision to Intelligent Transport Systems (ITS). I earned my Bachelor of Science in Computer Science from the Instituto Federal Catarinense (IFC) in 2023. After beginning my master's studies at UFPR in 2024, I was approved for an accelerated transition to the doctoral program in June 2025.
Selected Publications
Improving Fine-Grained Vehicle Classification via Multitask Learning and Hierarchical Consistency
Lima, G.E., Santos E., Nascimento Jr. E., Laroca, R., Menotti, D.
Conference on Graphics, Patterns and Images (SIBGRAPI) / Workshop of Works in Progress (WiP)
A Study on Fine-Grained Motorcycle Classification for Intelligent Transportation Systems
Lima, G.E., Santos E., Nascimento Jr. E., Laroca, R., Menotti, D.
Conference on Graphics, Patterns and Images (SIBGRAPI) / Workshop of Works in Progress (WiP)
LPLC: A Dataset for License Plate Legibility Classification
Wojcik, L., Lima, G.E., Nascimento, V., Nascimento Jr., E., Laroca, R., Menotti D.
Conference on Graphics, Patterns and Images (SIBGRAPI)
Toward Advancing License Plate Super-Resolution in Real-World Scenarios: A Dataset and Benchmark
Nascimento, V., Lima, G.E., Ribeiro, R.O., Schwartz, W.R., Laroca, R., Menotti, D
Journal of the Brazilian Computer Society
Toward Enhancing Vehicle Color Recognition in Adverse Conditions: A Dataset and Benchmark
Lima, G.E., Laroca, R., Santos E., Nascimento Jr. E., Menotti, D.
Conference on Graphics, Patterns and Images (SIBGRAPI)
Improving Vehicle Identification Through Advanced Fine-Grained Vehicle Classification
Lima, G.E., Laroca, R., Santos E., Nascimento Jr. E., Menotti, D.
Conference on Graphics, Patterns and Images (SIBGRAPI) / Workshop of Works in Progress (WiP)
Enhancing Vehicle Identification in Challenging Conditions Through Fine-Grained Classification
Santos E., Lima, G.E., Laroca, R., Nascimento Jr. E., Menotti, D.
Conference on Graphics, Patterns and Images (SIBGRAPI) / Workshop of Works in Progress (WiP)
Research Projects
- 2022-2022: Computer Security Education: Use of Treasure Hunt Games as a Pedagogical Tool.
- 2021-2021: Development of a Bi-functional Mobile Robot.