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Picture for Emanuel Aldea

Learning a Discriminant Latent Space with Neural Discriminant Analysis


Jul 13, 2021
Mai Lan Ha, Gianni Franchi, Emanuel Aldea, Volker Blanz


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Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification


Dec 04, 2020
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, Isabelle Bloch

* 12 pages 

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One Versus all for deep Neural Network Incertitude (OVNNI) quantification


Jun 01, 2020
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, Isabelle Bloch


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TRADI: Tracking deep neural network weight distributions


Dec 26, 2019
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, Isabelle Bloch


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Evaluating Crowd Density Estimators via Their Uncertainty Bounds


Feb 07, 2019
Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle


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Geometry-Based Multiple Camera Head Detection in Dense Crowds


Aug 02, 2018
Nicola Pellicanò, Emanuel Aldea, Sylvie Le Hégarat-Mascle

* Proceedings of the 28th British Machine Vision Conference (BMVC) - 5th Activity Monitoring by Multiple Distributed Sensing Workshop, 2017 

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Efficient Evaluation of the Number of False Alarm Criterion


Jul 10, 2018
Sylvie Le Hégarat-Mascle, Emanuel Aldea, Jennifer Vandoni


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2CoBel : An Efficient Belief Function Extension for Two-dimensional Continuous Spaces


Mar 23, 2018
Nicola Pellicanò, Sylvie Le Hégarat-Mascle, Emanuel Aldea


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Hybrid Focal Stereo Networks for Pattern Analysis in Homogeneous Scenes


Aug 01, 2013
Emanuel Aldea, Khurom H. Kiyani

* 13 pages, 6 figures, submitted to Machine Vision and Applications 

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SO(3)-invariant asymptotic observers for dense depth field estimation based on visual data and known camera motion


Sep 29, 2011
Nadege Zarrouati, Emanuel Aldea, Pierre Rouchon

* Submitted 

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