2 papers
cs.CV2026
Data collection from highways: a geometric, class-agnostic approach to embedded vehicle counting
Lucas Gouveia Omena Lopes, William W. M. Lira, Alexandre M. Lima +1
Traffic data collection is dominated today by deep object detectors followed by tracking-by-detection, a pipeline that presupposes what is often missing in practice: a detector alr…
cs.LG2026
An Explainable LLM Agent Layer for Open-World Anomaly Detection in Oil Wells
Lucas Gouveia Omena Lopes, Thales Miranda de Almeida Vieira, Eduardo Toledo de Lima Junior +1
Open-World Learning (OWL) pipelines for oil well anomaly detection have recently been shown to combine autoencoder-based detection, multiclass classification, and Mahalanobis-based…