default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDEmanuel Aldea
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j15]Ichraq Lemghari, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Jennifer Vandoni:
Robust classification with noisy labels using Venn-Abers predictors. J. Electronic Imaging 33(3) (2024)- [j14]Gianni Franchi
, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
Encoding the Latent Posterior of Bayesian Neural Networks for Uncertainty Quantification. IEEE Trans. Pattern Anal. Mach. Intell. 46(4): 2027-2040 (2024) - [c40]Xuanlong Yu, Gianni Franchi, Jindong Gu, Emanuel Aldea:
Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression. AAAI 2024: 6835-6843 - [c39]Stephane Da Silva Martins, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Leveraging Spatial Context for Improved Long-Term Predictions with Swin Transformers. AVSS 2024: 1-7 - [c38]Olivier Laurent, Emanuel Aldea, Gianni Franchi:
A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors. ICLR 2024 - 2023
- [j13]Alireza Rezaei, Emanuel Aldea, Piercarlo Dondi, Sylvie Le Hégarat-Mascle, Marco Malagodi:
Multi-Temporal Image Analysis for Preventive Conservation of Historical Musical Instruments. ACM Journal on Computing and Cultural Heritage 16(2): 35:1-35:19 (2023) - [i16]Xuanlong Yu, Gianni Franchi, Jindong Gu, Emanuel Aldea:
Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression. CoRR abs/2308.09065 (2023) - [i15]Olivier Laurent, Emanuel Aldea, Gianni Franchi:
A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors. CoRR abs/2310.08287 (2023) - 2022
- [j12]Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
One Versus All for Deep Neural Network for Uncertainty (OVNNI) Quantification. IEEE Access 10: 7300-7312 (2022) - [j11]Alireza Rezaei, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Piercarlo Dondi, Marco Malagodi:
A-contrario framework for detection of alterations in varnished surfaces. J. Vis. Commun. Image Represent. 83: 103357 (2022) - [c37]Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Ángel Tena, Rémi Kazmierczak, Séverine Dubuisson, Emanuel Aldea, David Filliat:
MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks. BMVC 2022: 398 - [c36]Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, David Filliat:
Latent Discriminant Deterministic Uncertainty. ECCV (12) 2022: 243-260 - [c35]Sylvie Le Hégarat-Mascle, Emanuel Aldea:
Spectral Analysis of Masked Signals in the Context of Image Inpainting. ICIAP Workshops (1) 2022: 105-114 - [c34]Xuanlong Yu, Gianni Franchi, Emanuel Aldea:
On Monocular Depth Estimation and Uncertainty Quantification Using Classification Approaches for Regression. ICIP 2022: 1481-1485 - [e1]Sylvie Le Hégarat-Mascle, Isabelle Bloch, Emanuel Aldea:
Belief Functions: Theory and Applications - 7th International Conference, BELIEF 2022, Paris, France, October 26-28, 2022, Proceedings. Lecture Notes in Computer Science 13506, Springer 2022, ISBN 978-3-031-17800-9 [contents] - [i14]Xuanlong Yu, Gianni Franchi, Emanuel Aldea:
On Monocular Depth Estimation and Uncertainty Quantification using Classification Approaches for Regression. CoRR abs/2202.12369 (2022) - [i13]Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Rémi Kazmierczak, Séverine Dubuisson, Emanuel Aldea, David Filliat:
MUAD: Multiple Uncertainties for Autonomous Driving benchmark for multiple uncertainty types and tasks. CoRR abs/2203.01437 (2022) - [i12]Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, David Filliat:
Latent Discriminant deterministic Uncertainty. CoRR abs/2207.10130 (2022) - 2021
- [j10]Huiqin Chen, Sylvie Le Hégarat-Mascle, Emanuel Aldea:
Belief functions clustering for epipole localization. Int. J. Approx. Reason. 137: 146-165 (2021) - [c33]Xuanlong Yu, Gianni Franchi, Emanuel Aldea:
SLURP: Side Learning Uncertainty for Regression Problems. BMVC 2021: 191 - [c32]Alireza Rezaei, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Piercarlo Dondi, Marco Malagodi:
Analysis of Multi-temporal Image Series for the Preventive Conservation of Varnished Wooden Surfaces. ISVC (1) 2021: 166-179 - [i11]Mai Lan Ha, Gianni Franchi, Emanuel Aldea, Volker Blanz:
Learning a Discriminant Latent Space with Neural Discriminant Analysis. CoRR abs/2107.06209 (2021) - [i10]Xuanlong Yu, Gianni Franchi, Emanuel Aldea:
SLURP: Side Learning Uncertainty for Regression Problems. CoRR abs/2110.11182 (2021) - 2020
- [j9]Nicolas Lermé, Sylvie Le Hégarat-Mascle, Boyang Zhang, Emanuel Aldea:
Fast and efficient reconstruction of digitized frescoes. Pattern Recognit. Lett. 138: 417-423 (2020) - [c31]Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
TRADI: Tracking Deep Neural Network Weight Distributions. ECCV (17) 2020: 105-121 - [c30]Huiqin Chen, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Camera Localization Based on Belief Clustering. FUSION 2020: 1-9 - [c29]Gianni Franchi, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
Tracking Hundreds of People in Densely Crowded Scenes With Particle Filtering Supervising Deep Convolutional Neural Networks. ICIP 2020: 2071-2075 - [c28]Alireza Rezaei, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Piercarlo Dondi, Marco Malagodi:
One step clustering based on a-contrario framework for detection of alterations in historical violins. ICPR 2020: 9348-9355 - [c27]Huiqin Chen, Emanuel Aldea, Sylvie Le Hégarat-Mascle, Vincent Despiegel:
Use of Scene Geometry Priors for Data Association in Egocentric Views. IWBF 2020: 1-6 - [i9]Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
One Versus all for deep Neural Network Incertitude (OVNNI) quantification. CoRR abs/2006.00954 (2020) - [i8]Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification. CoRR abs/2012.02818 (2020)
2010 – 2019
- 2019
- [j8]Sylvie Le Hégarat-Mascle, Emanuel Aldea, Jennifer Vandoni:
Efficient evaluation of the Number of False Alarm criterion. EURASIP J. Image Video Process. 2019: 35 (2019) - [j7]Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Evidential query-by-committee active learning for pedestrian detection in high-density crowds. Int. J. Approx. Reason. 104: 166-184 (2019) - [j6]Nicola Pellicanò, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Wide baseline pose estimation from video with a density-based uncertainty model. Mach. Vis. Appl. 30(6): 1041-1059 (2019) - [j5]Jennifer Vandoni, Sylvie Le Hégarat-Mascle, Emanuel Aldea:
Augmenting Deep Learning Performance in an Evidential Multiple Classifier System. Sensors 19(21): 4664 (2019) - [c26]Emanuel Aldea, Thomas Pollok, Chengchao Qu:
Constraining Relative Camera Pose Estimation with Pedestrian Detector-Based Correspondence Filters. AVSS 2019: 1-7 - [c25]Huiqin Chen, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Determining Epipole Location Integrity by Multimodal Sampling. AVSS 2019: 1-8 - [c24]Gianni Franchi, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
Crowd Behavior Characterization for Scene Tracking. AVSS 2019: 1-8 - [c23]Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Evaluating Crowd Density Estimators Via Their Uncertainty Bounds. ICIP 2019: 4579-4583 - [c22]Huiqin Chen, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Integrating Visual and Geometric Consistency for Pose Estimation. MVA 2019: 1-5 - [i7]Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Evaluating Crowd Density Estimators via Their Uncertainty Bounds. CoRR abs/1902.02831 (2019) - [i6]Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
TRADI: Tracking deep neural network weight distributions. CoRR abs/1912.11316 (2019) - 2018
- [j4]Marie Lachaize, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Aude Maitrot, Roger Reynaud:
Evidential framework for Error Correcting Output Code classification. Eng. Appl. Artif. Intell. 73: 10-21 (2018) - [j3]Marie Lachaize, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Aude Maitrot, Roger Reynaud:
Evidential split-and-merge: Application to object-based image analysis. Int. J. Approx. Reason. 103: 303-319 (2018) - [j2]Nicola Pellicanò, Sylvie Le Hégarat-Mascle, Emanuel Aldea:
2CoBel: A scalable belief function representation for 2D discernment frames. Int. J. Approx. Reason. 103: 320-342 (2018) - [c21]Alireza Rezaei, Nicola Pellicano, Emanuel Aldea:
GPU-accelerated Height Map Estimation with Local Geometry Priors in Large Scenes. AVSS 2018: 1-6 - [c20]Nicola Pellicano, Sylvie Le Hégarat-Mascle, Emanuel Aldea:
2CoBei: An Efficient Belief Function Extension for Two-Dimensional Continuous Spaces. FUSION 2018: 1032-1039 - [c19]Jennifer Vandoni, Sylvie Le Hégarat-Mascle, Emanuel Aldea:
Belief Function Definition for Ensemble Methods - Application to Pedestrian Detection in Dense Crowds. FUSION 2018: 2481-2488 - [i5]Nicola Pellicanò, Sylvie Le Hégarat-Mascle, Emanuel Aldea:
2CoBel : An Efficient Belief Function Extension for Two-dimensional Continuous Spaces. CoRR abs/1803.08857 (2018) - [i4]Sylvie Le Hégarat-Mascle, Emanuel Aldea, Jennifer Vandoni:
Efficient Evaluation of the Number of False Alarm Criterion. CoRR abs/1807.03594 (2018) - [i3]Nicola Pellicanò, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Geometry-Based Multiple Camera Head Detection in Dense Crowds. CoRR abs/1808.00856 (2018) - 2017
- [c18]Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
An evidential framework for pedestrian detection in high-density crowds. AVSS 2017: 1-6 - [c17]Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Active learning for high-density crowd count regression. AVSS 2017: 1-6 - [c16]Wafa Rekik, Sylvie Le Hégarat-Mascle, Emanuel Aldea:
A novel approach for multi-object tracking using evidential representation for objects. FUSION 2017: 1-8 - [c15]Marie Lachaize, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Aude Maitrot, Roger Reynaud:
Evidential multi-class classification from binary classifiers: application to waste sorting quality control from hyperspectral data. QCAV 2017: 103380V - 2016
- [c14]Marie Lachaize, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Aude Maitrot, Roger Reynaud:
SVM Classifier Fusion Using Belief Functions: Application to Hyperspectral Data Classification. BELIEF 2016: 113-122 - [c13]Dai-Duong Nguyen, Abdelhafid Elouardi, Emanuel Aldea, Samir Bouaziz:
HOOFR: An enhanced bio-inspired feature extractor. ICPR 2016: 2977-2982 - [c12]Nicola Pellicano, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Robust wide baseline pose estimation from video. ICPR 2016: 3820-3825 - [c11]Jennifer Vandoni, Sylvie Le Hégarat-Mascle, Emanuel Aldea:
Crack detection based on a Marked Point Process model. ICPR 2016: 3933-3938 - 2015
- [j1]Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Robust crack detection for unmanned aerial vehicles inspection in an a-contrario decision framework. J. Electronic Imaging 24(6): 061119 (2015) - 2014
- [c10]Emanuel Aldea, Davide Marastoni, Khurom H. Kiyani:
Spatio-Temporal Consistency for Head Detection in High-Density Scenes. ACCV Workshops (3) 2014: 665-679 - [c9]Emanuel Aldea, Khurom H. Kiyani:
Hybrid Focal Stereo Networks for Pattern Analysis in Homogeneous Scenes. ACCV Workshops (3) 2014: 695-710 - [c8]Gaspard Florentz, Emanuel Aldea:
SuperFAST: Model-based adaptive corner detection for scalable robotic vision. IROS 2014: 1003-1010 - 2013
- [i2]Emanuel Aldea, Khurom H. Kiyani:
Hybrid Focal Stereo Networks for Pattern Analysis in Homogeneous Scenes. CoRR abs/1308.0365 (2013) - 2012
- [c7]Nadege Zarrouati, Emanuel Aldea, Pierre Rouchon:
SO(3)-invariant asymptotic observers for dense depth field estimation based on visual data and known camera motion. ACC 2012: 4116-4123 - [c6]Nadege Zarrouati, Emanuel Aldea, Pierre Rouchon:
Robust depth regularization explicitly constrained by camera motion. ICPR 2012: 3606-3609 - 2011
- [c5]Nicolas Widynski, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
Object Tracking based on Particle Filtering with Multiple Appearance Models. VISAPP 2011: 604-609 - [i1]Nadege Zarrouati, Emanuel Aldea, Pierre Rouchon:
A SO(3)-invariant variational method for depth field estimation based on inertial and camera data. CoRR abs/1103.2539 (2011)
2000 – 2009
- 2009
- [c4]Emanuel Aldea, Isabelle Bloch:
Toward a Better Integration of Spatial Relations in Learning with Graphical Models. EGC (best of volume) 2009: 77-94 - [c3]Emanuel Aldea, Isabelle Bloch:
Vers une utilisation améliorée de relations spatiales pour l'apprentissage de données dans les modèles graphiques. EGC 2009: 271-282 - 2007
- [c2]Emanuel Aldea, Jamal Atif, Isabelle Bloch:
Image Classification Using Marginalized Kernels for Graphs. GbRPR 2007: 103-113 - [c1]Emanuel Aldea, Geoffroy Fouquier, Jamal Atif, Isabelle Bloch:
Kernel Fusion for Image Classification Using Fuzzy Structural Information. ISVC (2) 2007: 307-317
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-14 23:30 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
