Sebastian Ramos
Sebastian Ramos
Technical Expert | Deep Learning Multi-Sensor Perception @ Zenuity
Verified email at zenuity.com - Homepage
TitleCited byYear
The cityscapes dataset for semantic urban scene understanding
M Cordts, M Omran, S Ramos, T Rehfeld, M Enzweiler, R Benenson, ...
Computer Vision and Pattern Recognition (CVPR), 2016 IEEE Conference on, 2016
21412016
The Cityscapes Dataset
M Cordts, M Omran, S Ramos, T Scharwächter, M Enzweiler, R Benenson, ...
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2015
992015
Vision-based offline-online perception paradigm for autonomous driving
G Ros, S Ramos, M Granados, A Bakhtiary, D Vazquez, AM Lopez
IEEE Winter Conference on Applications of Computer Vision (WACV), 231-238, 2015
852015
Domain Adaptation of Deformable Part-Based Models
J Xu, S Ramos, D Vázquez, AM López
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2014
742014
Detecting unexpected obstacles for self-driving cars: Fusing deep learning and geometric modeling
S Ramos, S Gehrig, P Pinggera, U Franke, C Rother
2017 IEEE Intelligent Vehicles Symposium (IV), 1025-1032, 2017
612017
Active MAP Inference in CRFs for Efficient Semantic Segmentation
G Roig, X Boix, R de Nijs, S Ramos, K Kühnlenz, L Van Gool
IEEE International Conference on Computer Vision (ICCV), 2013
302013
Hierarchical adaptive structural svm for domain adaptation
J Xu, S Ramos, D Vázquez, AM López
International Journal of Computer Vision 119 (2), 159-178, 2016
282016
Adapting Pedestrian Detection from Synthetic to Far Infrared Images
Y Socarrás, S Ramos, D Vázquez, AM López, T Gevers
IEEE International Conference on Computer Vision (ICCV) Workshops, 2013
262013
Lost and found: detecting small road hazards for self-driving vehicles
P Pinggera, S Ramos, S Gehrig, U Franke, C Rother, R Mester
2016 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2016
162016
Incremental Domain Adaptation of Deformable Part-based Models
J Xu, S Ramos, D Vázquez, AM López
British Machine Vision Conference (BMVC), 2014
162014
On-line semantic perception using uncertainty
R de Nijs, JS Ramos, G Roig, X Boix, L Van Gool, K Kühnlenz
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2012
162012
Spatiotemporal Stacked Sequential Learning for Pedestrian Detection
A González, S Ramos, D Vázquez, AM López, J Amores
Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2015
102015
Adapting a Pedestrian Detector by Boosting LDA Exemplar Classifiers
J Xu, D Vázquez, S Ramos, AM López, D Ponsa
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2013
102013
Weakly Supervised Automatic Annotation of Pedestrian Bounding Boxes
D Vázquez, J Xu, S Ramos, AM López, D Ponsa
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2013
42013
Cost-sensitive Structured SVM for Multi-category Domain Adaptation
J Xu, S Ramos, D Vázquez, AM López
International Conference on Pattern Recognition (ICPR), 2014
32014
Multi-task Bilinear Classifiers for Visual Domain Adaptation
J Xu, S Ramos, X Hu, D Vázquez, AM López
Advances in Neural Information Processing Systems (NIPS) Workshops, 2013
12013
Adapting Pedestrian Detection from Synthetic to Far Infrared Images
S Ramos, D Vázquez, AM López, T Gevers
Oral Sessions: Pattern Recognition and Machine Learning
A González, D Vázquez, S Ramos, AM López, J Amores, EM Pereira, ...
ICCV 2015 Outstanding Reviewers
R Arandjelovic, A Argyros, M Ben-ezra, O Ben-Shahar, C Benitez-Quiroz, ...
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