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Emanuel Aldea
Emanuel Aldea
Paris-Saclay University
Email confirmado em u-psud.fr - Página inicial
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TRADI: Tracking deep neural network weight distributions
G Franchi, A Bursuc, E Aldea, S Dubuisson, I Bloch
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
512020
Evidential query-by-committee active learning for pedestrian detection in high-density crowds
J Vandoni, E Aldea, S Le Hégarat-Mascle
International Journal of Approximate Reasoning 104, 166-184, 2019
452019
Robust crack detection for unmanned aerial vehicles inspection in an a-contrario decision framework
E Aldea, S Le Hégarat-Mascle
Journal of Electronic Imaging 24 (6), 061119-061119, 2015
412015
Evidential framework for error correcting output code classification
M Lachaize, S Le Hegarat-Mascle, E Aldea, A Maitrot, R Reynaud
Engineering Applications of Artificial Intelligence 73, 10-21, 2018
312018
One versus all for deep neural network for uncertainty (ovnni) quantification
G Franchi, A Bursuc, E Aldea, S Dubuisson, I Bloch
IEEE Access 10, 7300-7312, 2021
25*2021
SO (3)-invariant asymptotic observers for dense depth field estimation based on visual data and known camera motion
N Zarrouati, E Aldea, P Rouchon
2012 American Control Conference (ACC), 4116-4123, 2012
242012
Image classification using marginalized kernels for graphs
E Aldea, J Atif, I Bloch
International Workshop on Graph-Based Representations in Pattern Recognition …, 2007
232007
Encoding the latent posterior of bayesian neural networks for uncertainty quantification
G Franchi, A Bursuc, E Aldea, S Dubuisson, I Bloch
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
182023
Muad: Multiple uncertainties for autonomous driving, a benchmark for multiple uncertainty types and tasks
G Franchi, X Yu, A Bursuc, A Tena, R Kazmierczak, S Dubuisson, E Aldea, ...
arXiv preprint arXiv:2203.01437, 2022
182022
Latent discriminant deterministic uncertainty
G Franchi, X Yu, A Bursuc, E Aldea, S Dubuisson, D Filliat
European Conference on Computer Vision, 243-260, 2022
152022
Slurp: Side learning uncertainty for regression problems
X Yu, G Franchi, E Aldea
arXiv preprint arXiv:2110.11182, 2021
112021
Efficient evaluation of the number of false alarm criterion
S Le Hégarat-Mascle, E Aldea, J Vandoni
EURASIP Journal on Image and Video Processing 2019 (1), 35, 2019
112019
HOOFR: An enhanced bio-inspired feature extractor
DD Nguyen, A El Ouardi, E Aldea, S Bouaziz
2016 23rd International Conference on Pattern Recognition (ICPR), 2977-2982, 2016
112016
Toward a better integration of spatial relations in learning with graphical models
E Aldea, I Bloch
Advances in Knowledge Discovery and Management, 77-94, 2010
102010
Fast and efficient reconstruction of digitized frescoes
N Lermé, S Le Hégarat-Mascle, B Zhang, E Aldea
Pattern Recognition Letters 138, 417-423, 2020
92020
Robust wide baseline pose estimation from video
N Pellicano, E Aldea, S Le Hégarat-Mascle
2016 23rd International Conference on Pattern Recognition (ICPR), 3820-3825, 2016
92016
Evidential split-and-merge: Application to object-based image analysis
M Lachaize, S Le Hégarat-Mascle, E Aldea, A Maitrot, R Reynaud
International Journal of Approximate Reasoning 103, 303-319, 2018
82018
Geometry-based multiple camera head detection in dense crowds
N Pellicanò, E Aldea, SL Hégarat-Mascle
arXiv preprint arXiv:1808.00856, 2018
82018
Superfast: Model-based adaptive corner detection for scalable robotic vision
G Florentz, E Aldea
2014 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2014
82014
Active learning for high-density crowd count regression
J Vandoni, E Aldea, S Le Hégarat-Mascle
2017 14th IEEE International Conference on Advanced Video and Signal Based …, 2017
72017
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