168 citations · 316 across the 18 of their papers we have counts for
4 papers · 1 filter
Road Detection by One-Class Color Classification: Dataset and Experiments
Jose M. Alvarez, Theo Gevers, Antonio M. Lopez
Detecting traversable road areas ahead a moving vehicle is a key process for modern autonomous driving systems. A common approach to road detection consists of exploiting color fea…
Road Detection via On--line Label Transfer
José M. Álvarez, Ferran Diego, Joan Serrat +1
Vision-based road detection is an essential functionality for supporting advanced driver assistance systems (ADAS) such as road following and vehicle and pedestrian detection. The…
Hierarchical Adaptive Structural SVM for Domain Adaptation
Jiaolong Xu, Sebastian Ramos, David Vazquez +1
A key topic in classification is the accuracy loss produced when the data distribution in the training (source) domain differs from that in the testing (target) domain. This is bei…
Spatiotemporal Stacked Sequential Learning for Pedestrian Detection
Alejandro González, Sebastian Ramos, David Vázquez +2
Pedestrian classifiers decide which image windows contain a pedestrian. In practice, such classifiers provide a relatively high response at neighbor windows overlapping a pedestria…