Antonio Manuel López Peña

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David VázquezServiceNow Research, ELLIS memberVerified email at servicenow.com
David GerónimoHead of R&D, Partium.ioVerified email at davidgeronimo.com
German RosNvidia, CAVerified email at nvidia.com
Felipe CodevillaMilaVerified email at cvc.uab.es
Jose M. AlvarezNVIDIAVerified email at nvidia.com
Vladlen KoltunDistinguished Scientist, AppleVerified email at apple.com
Theo GeversComputer Vision Research Group, University of Amsterdam (UvA); 3DUniversumVerified email at uva.nl
Joost van de WeijerComputer Vision Center, Universitat Autònoma de BarcelonaVerified email at cvc.uab.es
Alexey DosovitskiyInceptiveVerified email at inceptive.team
Adrien GaidonAdjunct Professor, StanfordVerified email at stanford.edu
Gabriel VillalongaPhD ResearcherVerified email at cvc.uab.cat
Fang ZhijieComputer Vision Center, Universitat Autònoma de BarcelonaVerified email at cvc.uab.es
YI XIAOComputer Vision Center, Universitat Autònoma de BarcelonaVerified email at cvc.uab.cat
Akhil GurramCo-founder/CTO @ FaceIntel TechnologiesVerified email at faceintel.ai
César Roberto de SouzaNAVER LABS EuropeVerified email at naverlabs.com
Yann LeCunChief AI Scientist at Facebook & Silver Professor at the Courant Institute, New York UniversityVerified email at cs.nyu.edu
Aaron CourvilleProfessor, DIRO, Université de Montréal, Mila, Cifar CAI chairVerified email at umontreal.ca
Glòria Fernández-EsparrachHospital Clínic. IDIBAPS. CIBEREHD. University of BarcelonaVerified email at miwendo.com
Jose Luis Gómez ZuritaPh.D. at CVCVerified email at cvc.uab.es
Guillermo SapiroAugustine Family Professor, Princeton University; Distinguished Eng., Apple; Prof. Emeritus, Duke U.Verified email at princeton.edu

Antonio Manuel López Peña

Other namesORCID: 0000-0002-6979-5783

Professor Comp. Science, ICREA Academia; CVC (RoR: 00s0nnj93) at Univ. Autònoma de Barcelona (UAB)

Verified email at cvc.uab.es - Homepage

Deep Learning Simulation Computer Vision Domain Adaptation Autonomous Driving


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CARLA: An open urban driving simulator A Dosovitskiy, G Ros, F Codevilla, A Lopez, V Koltun Conference on Robot Learning (CoRL), 2017	6761	2017
The synthia dataset: A large collection of synthetic images for semantic segmentation of urban scenes G Ros, L Sellart, J Materzynska, D Vazquez, AM Lopez Proceedings of the IEEE conference on computer vision and pattern …, 2016	2770	2016
Survey of pedestrian detection for advanced driver assistance systems D Geronimo, AM Lopez, AD Sappa, T Graf IEEE transactions on pattern analysis and machine intelligence 32 (7), 1239-1258, 2009	1398	2009
End-to-end driving via conditional imitation learning F Codevilla, M Müller, A Dosovitskiy, A López, V Koltun IEEE International Conference on Robotics and Automation (ICRA), 2018	1352	2018
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 (1), 4037190, 2017	700	2017
Exploring the Limitations of Behavior Cloning for Autonomous Driving F Codevilla, E Santana, AM López, A Gaidon Proceedings of the IEEE International Conference on Computer Vision (ICCV …, 2019	653	2019
Color attributes for object detection FS Khan, RM Anwer, J Van De Weijer, AD Bagdanov, M Vanrell, ... 2012 IEEE Conference on Computer Vision and Pattern Recognition, 3306-3313, 2012	410	2012
Road detection based on illuminant invariance JM Álvarez, AM López Intelligent Transportation Systems, IEEE Transactions on 12 (1), 184-193, 2011	393	2011
Evaluation of methods for ridge and valley detection AM Lopez, F Lumbreras, J Serrat, JJ Villanueva IEEE Transactions on pattern analysis and machine intelligence 21 (4), 327-335, 1999	345	1999
Road scene segmentation from a single image JM Alvarez, T Gevers, Y LeCun, AM Lopez Computer Vision–ECCV 2012: 12th European Conference on Computer Vision …, 2012	327	2012
Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting X Liu, M Masana, L Herranz, J Van de Weijer, AM Lopez, AD Bagdanov IAPR International Conference on Pattern Recognition (ICPR), 2018	326	2018
Multimodal end-to-end autonomous driving Y Xiao, F Codevilla, A Gurram, O Urfalioglu, AM López IEEE Transactions on Intelligent Transportation Systems 23 (1), 537-547, 2020	317	2020
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, AM López Sensors 16 (6), 820, 2016	317	2016
Virtual and Real World Adaptation for Pedestrian Detection D Vazquez, A Lopez, J Marin, M, D Ponsa, D Geronimo IEEE Transactions on Pattern Analysis and Machine Intelligence 36 (4), 797-809, 2014	250	2014
Learning appearance in virtual scenarios for pedestrian detection J Marin, D Vázquez, D Gerónimo, AM López 2010 IEEE computer society conference on computer vision and pattern …, 2010	242	2010
Embedded real-time stereo estimation via semi-global matching on the GPU D Hernandez-Juarez, A Chacón, A Espinosa, D Vázquez, JC Moure, ... Procedia Computer Science 80, 143-153, 2016	210	2016
Unsupervised co-segmentation through region matching JC Rubio, J Serrat, A López, N Paragios 2012 IEEE Conference on Computer Vision and Pattern Recognition, 749-756, 2012	188	2012
Self-supervised domain adaptation for computer vision tasks J Xu, L Xiao, AM López IEEE Access 7, 156694-156706, 2019	185	2019
Random forests of local experts for pedestrian detection J Marin, D Vázquez, AM López, J Amores, B Leibe Proceedings of the IEEE international conference on computer vision, 2592-2599, 2013	179	2013
Procedural generation of videos to train deep action recognition networks C Roberto de Souza, A Gaidon, Y Cabon, A Manuel Lopez Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017	174	2017

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