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…