David Vázquez
David Vázquez
Element AI
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The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes
G Ros, L Sellart, J Materzynska, D Vazquez, A Lopez
Computer Vision and Pattern Recognition (CVPR), 2016
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation
S Jégou, M Drozdzal, D Vazquez, A Romero, Y Bengio
Computer Vision and Pattern Recognition (CVPR) Workshops, 2017
PixelVAE: A Latent Variable Model for Natural Images
I Gulrajani, K Kumar, F Ahmed, AA Taiga, F Visin, D Vazquez, A Courville
International Conference on Learning Representations (ICLR), 2016
Learning Appearance in Virtual Scenarios for Pedestrian Detection
J Marin, D Vázquez, D Gerónimo, AM López
Computer Vision and Pattern Recognition (CVPR), 2010
Virtual and Real World Adaptation for Pedestrian Detection
D Vázquez, J Marin, AM Lopez, D Geronimo, D Ponsa
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 36 (4 …, 2014
Random Forests of Local Experts for Pedestrian Detection
J Marın, D Vázquez, AM López, J Amores, B Leibe
International Conference on Computer Vision (ICCV), 2013
Pedestrian Detection at Day/Night Time with Visible and FIR Cameras: A Comparison
A González, Z Fang, Y Socarras, J Serrat, D Vázquez, J Xu, A López
Sensors 16 (6), 820, 2016
Vision-based Offline-Online Perception Paradigm for Autonomous Driving
G Ros, S Ramos, M Granados, A Bakhtiary, D Vazquez, AM Lopez
Winter Applications on Computer Vision (WACV), 2015
Embedded Real-time Stereo Estimation via Semi-Global Matching on the GPU
DH Juárez, A Chacón, A Espinosa, D Vázquez, JC Moure, AM López
International Conference on Computational Science (ICCS) 80, 143-153, 2016
Domain Adaptation of Deformable Part-Based Models
J Xu, S Ramos, D Vázquez, AM López
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 1 (99), 2014
Where are the Blobs: Counting by Localization with Point Supervision
IH Laradji, N Rostamzadeh, PO Pinheiro, D Vazquez, M Schmidt
European Conference on Computer Vision (ECCV), 2018
On-board Object Detection: Multicue, Multimodal, and Multiview Random Forest of Local Experts
A González, D Vázquez, AM López, J Amores
IEEE Transactions on Cybernetics 47 (11), 3980-3990, 2016
Multiview Random Forest of Local Experts Combining RGB and LIDAR Data for Pedestrian Detection
A González, G Villalonga, J Xu, D Vázquez, J Amores, AM López
Intelligent Vehicles Symposium (IV), 2015
A benchmark for endoluminal scene segmentation of colonoscopy images
D Vázquez, J Bernal, FJ Sánchez, G Fernández-Esparrach, AM López, ...
Journal of Healthcare Engineering, 2017
Learning a Part-based Pedestrian Detector in Virtual World
J Xu, D Vazquez, AM Lopez, J Marin, D Ponsa
IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2014
Occlusion Handling via Random Subspace Classifiers for Human Detection
J Marín, D Vázquez, AM López, J Amores, L Kuncheva
IEEE Transactions on Systems, Man, and Cybernetics (Part B), 2013
On-board Detection of Pedestrian Intentions
Z Fang, D Vázquez, A López
Sensors 17 (10), 2193, 2017
Slanted Stixels: Representing San Francisco's steepest streets
D Hernandez-Juarez, L Schneider, A Espinosa, D Vázquez, AM López, ...
British Machine Vision Conference (BMVC), 2017
Unsupervised Domain Adaptation of Virtual and Real Worlds for Pedestrian Detection
D Vázquez, AM López, D Ponsa
International Conference on Pattern Recognition (ICPR), 3492-3495, 2012
GPU-based pedestrian detection for autonomous driving
V Campmany, S Silva, A Espinosa, JC Moure, D Vázquez, AM López
Procedia Computer Science 80, 2377-2381, 2016
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