Diego Ortego Hernández
Diego Ortego Hernández
Insight Centre for Data Analytics, Dublin City University
Verifierad e-postadress på insight-centre.org - Startsida
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Unsupervised Label Noise Modeling and Loss Correction
E Arazo, D Ortego, P Albert, NE O'Connor, K McGuinness
International Conference on Machine Learning (ICML), 2019
712019
Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning
E Arazo, D Ortego, P Albert, NE O'Connor, K McGuinness
International Joint Conference on Neural Networks (IJCNN), 2020
502020
Visdrone-vdt2018: The vision meets drone video detection and tracking challenge results
P Zhu, L Wen, D Du, X Bian, H Ling, Q Hu, H Wu, Q Nie, H Cheng, C Liu, ...
Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 0-0, 2018
342018
Rejection based multipath reconstruction for background estimation in video sequences with stationary objects
D Ortego, JC SanMiguel, JM Martínez
Computer Vision and Image Understanding 147, 23-37, 2016
282016
Stationary foreground detection for video-surveillance based on foreground and motion history images
D Ortego, JC SanMiguel
2013 10th IEEE International Conference on Advanced Video and Signal Based …, 2013
152013
Multi-feature stationary foreground detection for crowded video-surveillance
D Ortego, JC SanMiguel
2014 IEEE International Conference on Image Processing (ICIP), 2403-2407, 2014
122014
Abandoned object detection in video-surveillance: survey and comparison
E Luna, JC San Miguel, D Ortego, JM Martínez
Sensors 18 (12), 4290, 2018
92018
Long-Term Stationary object detection based on Spatio-Temporal change detection
D Ortego, JC SanMiguel, JM Martinez
IEEE Signal Processing Letters 22 (12), 2368-2372, 2015
92015
Hierarchical improvement of foreground segmentation masks in background subtraction
D Ortego, JC SanMiguel, JM Martínez
IEEE Transactions on Circuits and Systems for Video Technology, 2018
72018
Stand-alone quality estimation of background subtraction algorithms
D Ortego, JC SanMiguel, JM Martínez
Computer Vision and Image Understanding 162, 87-102, 2017
72017
Towards Robust Learning with Different Label Noise Distributions
D Ortego, E Arazo, P Albert, NE O'Connor, K McGuinness
International Conference on Pattern Recognition (ICPR), 2020
52020
Rejection based multipath reconstruction for background estimation in SBMnet 2016 dataset
D Ortego, JC SanMiguel, JM Martínez
2016 23rd International Conference on Pattern Recognition (ICPR), 114-119, 2016
52016
Relab: Reliable label bootstrapping for semi-supervised learning
P Albert, D Ortego, E Arazo, NE O'Connor, K McGuinness
arXiv preprint arXiv:2007.11866, 2020
12020
Multi-Objective Interpolation Training for Robustness to Label Noise
D Ortego, E Arazo, P Albert, NE O'Connor, K McGuinness
arXiv preprint arXiv:2012.04462, 2020
2020
Unsupervised Contrastive Learning of Sound Event Representations
E Fonseca, D Ortego, K McGuinness, NE O'Connor, X Serra
arXiv preprint arXiv:2011.07616, 2020
2020
Toward the Automatic Retrieval and Annotation of Outsider Art images: A Preliminary Statement
J Roberto, D Ortego, B Davis
Proceedings of the 1st International Workshop on Artificial Intelligence for …, 2020
2020
On guiding video object segmentation
D Ortego, K McGuinness, JC SanMiguel, E Arazo, JM Martínez, ...
2019 International Conference on Content-Based Multimedia Indexing (CBMI), 1-6, 2019
2019
Quality-Driven video analysis for the improvement of foreground segmentation
D Ortego Hernández
2018
Abandoned Object Detection under Sudden Illumination Changes
S López-Alvarez, D Ortego, JC SanMiguel, JM Martínez
Simposium Nacional de la Unión Científica Internacional de Radio (URSI), 2016
2016
Detección de objetos estáticos de primer plano en escenarios altamente concurridos de video-seguridad
D Ortego Hernández
2013
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Artiklar 1–20