3 papers
cs.CV2026
LPLCv2: An Expanded Dataset for Fine-Grained License Plate Legibility Classification
Lucas Wojcik, Eduardo A. F. Machoski, Eduil Nascimento +2
Modern Automatic License Plate Recognition (ALPR) systems achieve outstanding performance in controlled, well-defined scenarios. However, large-scale real-world usage remains chall…
cs.CV2025
LPLC: A Dataset for License Plate Legibility Classification
Lucas Wojcik, Gabriel E. Lima, Valfride Nascimento +3
Automatic License Plate Recognition (ALPR) faces a major challenge when dealing with illegible license plates (LPs). While reconstruction methods such as super-resolution (SR) have…
cs.CV2025
Exploring Light-Weight Object Recognition for Real-Time Document Detection
Lucas Wojcik, Luiz Coelho, Roger Granada +1
Object Recognition and Document Skew Estimation have come a long way in terms of performance and efficiency. New models follow one of two directions: improving performance using la…