155 citations · 630 across the 16 of their papers we have counts for
3 papers · 1 filter
Ego-Lane Analysis System (ELAS): Dataset and Algorithms
Rodrigo F. Berriel, Edilson de Aguiar, Alberto F. de Souza +1
Decreasing costs of vision sensors and advances in embedded hardware boosted lane related research detection, estimation, and tracking in the past two decades. The interest in this…
Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data
Jacson Rodrigues Correia-Silva, Rodrigo F. Berriel, Claudine Badue +2
In the past few years, Convolutional Neural Networks (CNNs) have been achieving state-of-the-art performance on a variety of problems. Many companies employ resources and money to…
Automatic Large-Scale Data Acquisition via Crowdsourcing for Crosswalk Classification: A Deep Learning Approach
Rodrigo F. Berriel, Franco Schmidt Rossi, Alberto F. de Souza +1
Correctly identifying crosswalks is an essential task for the driving activity and mobility autonomy. Many crosswalk classification, detection and localization systems have been pr…