Publications

Timothy Hospedales, Adriana Romero, David Vázquez (2017). Guest Editorial: Deep Learning in Computer Vision. IET Computer Vision.
PDF
Daniel Hernandez-Juarez, Antonio Espinosa, Juan C Moure, David Vázquez, Antonio M López (2017). GPU-Accelerated Real-Time Stixel Computation. Winter Conference on Applications of Computer Vision (WACV).
PDF
David Vázquez, Jorge Bernal, F Javier Sánchez, Gloria Fernández-Esparrach, Antonio M López, Adriana Romero, Michal Drozdzal, Aaron Courville (2017). A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images. Journal of Healthcare Engineering (JHE).
PDF
German Ros, Laura Sellart, Joanna Materzynska, David Vázquez, Antonio Lopez (2016). The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes. Computer Vision and Pattern Recognition (CVPR).
Slides PDF
Ishaan Gulrajani, Kundan Kumar, Faruk Ahmed, Adrien Ali Taiga, Francesco Visin, David Vázquez, Aaron Courville (2016). PixelVAE: A Latent Variable Model for Natural Images. International Conference on Learning Representations (ICLR).
PDF
Alejandro González, Zhijie Fang, Yainuvis Socarras, Joan Serrat, David Vázquez, Jiaolong Xu, Antonio López (2016). Pedestrian Detection at Day/Night Time with Visible and FIR Cameras: A Comparison. Sensors.
PDF
Alejandro González, David Vázquez, Antonio M López, Jaume Amores (2016). On-Board Object Detection: Multicue, Multimodal, and Multiview Random Forest of Local Experts. IEEE Transactions on Systems, Man, and Cybernetics (TSMC).
PDF
Azadeh S Mozafari, David Vázquez, Mansour Jamzad, Antonio M Lopez (2016). Node-Adapt, Path-Adapt and Tree-Adapt: Model-Transfer Domain Adaptation for Random Forest. arXiv preprint arXiv:1611.02886.
PDF
Jiaolong Xu, Sebastian Ramos, David Vázquez, Antonio M. Lopez (2016). Hierarchical Adaptive Structural SVM for Domain Adaptation. International Journal of Computer Vision (IJCV).
PDF
Victor Campmany, Sergio Silva, Antonio Espinosa, Juan Carlos Moure, David Vázquez, Antonio M López (2016). GPU-Based Pedestrian Detection for Autonomous Driving. Procedia Computer Science, Elsevier.
PDF