Valfride W. Nascimento

Valfride W. Nascimento is a Ph.D. student at the Federal University of Paraná (UFPR), where he has also earned his master's degree in Computer Science. He acquired his bachelor's degree in Computer Engineering from the Federal University of Mato Grosso (UFMT) in 2020.

Areas of interest: Machine Learning, Pattern Recognition, Computer Vision, and Super-Resolution.

Google Scholar Research Gate LinkedIn ORCID Lattes CV (in Portuguese)

Publications

4. V. Nascimento, G. E. Lima, R. O. Ribeiro, W. R. Schwartz, R. Laroca, D. Menotti, "Toward Advancing License Plate Super-Resolution in Real-World Scenarios: A Dataset and Benchmark," in Journal of the Brazilian Computer Society, 2025

arXiv (soon) BibTeX Home Page UFPR-SR-Plates Dataset

3. V. Nascimento, R. Laroca, R. O. Ribeiro, W. R. Schwartz, D. Menotti, "Enhancing License Plate Super-Resolution: A Layout-Aware and Character-Driven Approach," in Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-6, Sept. 2024.

IEEE Xplore arXiv PDF BibTeX GitHub

2. V. Nascimento, R. Laroca, J. A. Lambert, W. R. Schwartz, D. Menotti, "Super-Resolution of License Plate Images Using Attention Modules and Sub-Pixel Convolution Layers," Computers & Graphics, vol. 113, pp. 69-76, 2023.

Science Direct arXiv PDF BibTeX GitHub

1. V. Nascimento, R. Laroca, J. A. Lambert, W. R. Schwartz, D. Menotti, "Combining Attention Module and Pixel Shuffle for License Plate Super-Resolution," in Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 228-233, Oct. 2022.

IEEE Xplore arXiv PDF BibTeX RodoSol-LR-HR Dataset Presentation