output
20102025
most citedMachine Learning Partners in Criminal Networks

41 citations

16 papers

cs.LG2025★ 2 cited

Minimizing Risk Through Minimizing Model-Data Interaction: A Protocol For Relying on Proxy Tasks When Designing Child Sexual Abuse Imagery Detection Models

Thamiris Coelho, Leo S. F. Ribeiro, João Macedo +2

The distribution of child sexual abuse imagery (CSAI) is an ever-growing concern of our modern world; children who suffered from this heinous crime are revictimized, and the growin…

cs.CV2025★ 11 cited

Toward Advancing License Plate Super-Resolution in Real-World Scenarios: A Dataset and Benchmark

Valfride Nascimento, Gabriel E. Lima, Rafael O. Ribeiro +3

Recent advancements in super-resolution for License Plate Recognition (LPR) have sought to address challenges posed by low-resolution (LR) and degraded images in surveillance, traf…

cs.CV2024★ 11 cited

Enhancing License Plate Super-Resolution: A Layout-Aware and Character-Driven Approach

Valfride Nascimento, Rayson Laroca, Rafael O. Ribeiro +2

Despite significant advancements in License Plate Recognition (LPR) through deep learning, most improvements rely on high-resolution images with clear characters. This scenario doe…

cs.CV2024

A Multilevel Strategy to Improve People Tracking in a Real-World Scenario

Cristiano B. de Oliveira, Joao C. Neves, Rafael O. Ribeiro +1

The Palácio do Planalto, office of the President of Brazil, was invaded by protesters on January 8, 2023. Surveillance videos taken from inside the building were subsequently relea…

cs.CV2024★ 3 cited

Leveraging Self-Supervised Learning for Scene Classification in Child Sexual Abuse Imagery

Pedro H. V. Valois, João Macedo, Leo S. F. Ribeiro +2

Crime in the 21st century is split into a virtual and real world. However, the former has become a global menace to people's well-being and security in the latter. The challenges i…

cs.CV2023★ 31 cited

Super-Resolution of License Plate Images Using Attention Modules and Sub-Pixel Convolution Layers

Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert +2

Recent years have seen significant developments in the field of License Plate Recognition (LPR) through the integration of deep learning techniques and the increasing availability…