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Criteria : idHal : "emanuel-aldea"
Number of occurrences founded : 38.

titre
SLURP: Side Learning Uncertainty for Regression Problems
auteur
Xuanlong yu, Gianni Franchi, Emanuel Aldea
article
The British Machine Vision Conference, Nov 2021, Online, United Kingdom
titre
Fast and Efficient Reconstruction of Digitized Frescoes
auteur
Nicolas Lermé, Sylvie Le Hégarat-Mascle, Boyang Zhang, Emanuel Aldea
article
Pattern Recognition Letters, Elsevier, 2020, ⟨10.1016/j.patrec.2020.08.006⟩
titre
Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification
auteur
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
article
NeurIPS workshop on Bayesian Deep Learning, Dec 2020, Vancouver, Canada
titre
One Versus all for deep Neural Network Incertitude (OVNNI) quantification
auteur
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
article
NeurIPS workshop on Bayesian Deep Learning, Dec 2020, Vancouver, Canada
titre
TRADI: Tracking deep neural network weight distributions
auteur
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
article
16th European Conference on Computer Vision. ECCV 2020, Aug 2020, Online Event, France
titre
Camera Localization Based on Belief Clustering
auteur
Sylvie Le Hegarat-Mascle, Huiqin Chen, Emanuel Aldea
article
2020 IEEE 23rd International Conference on Information Fusion (FUSION), Jul 2020, Johannesburg, South Africa. pp.1-9, ⟨10.23919/FUSION45008.2020.9190358⟩
titre
Use of Scene Geometry Priors for Data Association in Egocentric Views
auteur
Huiqin Chen, Emanuel Aldea, Sylvie Le Hégarat-Mascle, Vincent Despiegel
article
2020 8th International Workshop on Biometrics and Forensics (IWBF), Apr 2020, Porto, Portugal. pp.1-6, ⟨10.1109/IWBF49977.2020.9107955⟩
titre
Wide baseline pose estimation from video with a density-based uncertainty model
auteur
Nicola Pellicanò, Emanuel Aldea, Sylvie Le Hégarat-Mascle
article
Machine Vision and Applications, Springer Verlag, 2019, ⟨10.1007/s00138-019-01036-6⟩
titre
Augmenting Deep Learning Performance in an Evidential Multiple Classifier System
auteur
Jennifer Vandoni, S. Le Hégarat-Mascle, Emanuel Aldea
article
Sensors, MDPI, 2019, 19 (21), pp.4664. ⟨10.3390/s19214664⟩
titre
Evaluating Crowd Density Estimators Via Their Uncertainty Bounds
auteur
Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle
article
2019 IEEE International Conference on Image Processing (ICIP), Sep 2019, Taipei, Taiwan. pp.4579-4583, ⟨10.1109/ICIP.2019.8803522⟩
titre
Crowd Behavior Characterization for Scene Tracking
auteur
Gianni Franchi, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
article
2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Sep 2019, Taipei, Taiwan. pp.1-8, ⟨10.1109/AVSS.2019.8909893⟩
titre
Constraining Relative Camera Pose Estimation with Pedestrian Detector-Based Correspondence Filters
auteur
Emanuel Aldea, Thomas Pollok, Chengchao Qu
article
2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Sep 2019, Taipei, Taiwan. pp.1-7, ⟨10.1109/AVSS.2019.8909859⟩
titre
Determining Epipole Location Integrity by Multimodal Sampling
auteur
Huiqin Chen, Emanuel Aldea, Sylvie Le Hégarat-Mascle
article
2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Sep 2019, Taipei, Taiwan. pp.1-8, ⟨10.1109/AVSS.2019.8909847⟩
titre
Integrating Visual and Geometric Consistency for Pose Estimation
auteur
Huiqin Chen, Emanuel Aldea, Sylvie Le Hégarat-Mascle
article
2019 16th International Conference on Machine Vision Applications (MVA), May 2019, Tokyo, Japan. pp.1-5
titre
Detecting alterations in historical violins with optical monitoring
auteur
Alireza Rezaei, Emanuel Aldea, Piercarlo Dondi, Marco Malagodi, Sylvie Le Hégarat-Mascle
article
Fifteenth International Conference on Quality Control by Artificial Vision, May 2019, Mulhouse, France. pp.58, ⟨10.1117/12.2521702⟩
titre
Evidential split-and-merge: Application to object-based image analysis
auteur
Marie Lachaize, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Aude Maitrot, Roger Reynaud
article
International Journal of Approximate Reasoning, Elsevier, 2018, 103, pp.303-319. ⟨10.1016/j.ijar.2018.10.008⟩
titre
2CoBel: A scalable belief function representation for 2D discernment frames
auteur
Nicola Pellicanò, Sylvie Le Hégarat-Mascle, Emanuel Aldea
article
International Journal of Approximate Reasoning, Elsevier, 2018, 103, pp.320-342. ⟨10.1016/j.ijar.2018.10.007⟩
titre
Evidential query-by-committee active learning for pedestrian detection in high-density crowds
auteur
Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle
article
International Journal of Approximate Reasoning, Elsevier, 2018, 104, pp.166-184. ⟨10.1016/j.ijar.2018.11.007⟩
titre
Evidential framework for Error Correcting Output Code classification
auteur
S. Le Hégarat-Mascle, Marie Lachaize, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Aude Maitrot, Roger Reynaud
article
Engineering Applications of Artificial Intelligence, Elsevier, 2018, 73, pp.10 - 21. ⟨10.1016/j.engappai.2018.04.019⟩
titre
2CoBel : An Efficient Belief Function Extension for Two-dimensional Continuous Spaces
auteur
Nicola Pellicanò, Sylvie Le Hégarat-Mascle, Emanuel Aldea
article
21st International Conference on Information Fusion (FUSION), Jul 2018, Cambridge, United Kingdom
titre
Belief Function Definition for Ensemble Methods - Application to Pedestrian Detection in Dense Crowds
auteur
Jennifer Vandoni, Sylvie Le Hégarat-Mascle, Emanuel Aldea
article
21st International Conference on Information Fusion (FUSION), Jul 2018, Cambridge, United Kingdom
titre
Geometry-Based Multiple Camera Head Detection in Dense Crowds
auteur
Nicola Pellicanò, Emanuel Aldea, Sylvie Le Hegarat-Mascle
article
28th British Machine Vision Conference (BMVC) - 5th Activity Monitoring by Multiple Distributed Sensing Workshop, Sep 2017, Londres, United Kingdom
titre
Active learning for high-density crowd count regression
auteur
Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle
article
2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Aug 2017, Lecce, Italy. ⟨10.1109/AVSS.2017.8078508⟩
titre
An evidential framework for pedestrian detection in high-density crowds
auteur
Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle
article
2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Aug 2017, Lecce, Italy. ⟨10.1109/AVSS.2017.8078498⟩
titre
A novel approach for multi-object tracking using evidential representation for objects
auteur
Wafa Rekik, Sylvie Le Hégarat-Mascle, Emanuel Aldea
article
2017 20th International Conference on Information Fusion (Fusion), Jul 2017, Xi'an, China. ⟨10.23919/ICIF.2017.8009819⟩
titre
Evidential multi-class classification from binary classifiers: application to waste sorting quality control from hyperspectral data
auteur
Marie Lachaize, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Aude Maitrot, Roger Reynaud
article
The International Conference on Quality Control by Artificial Vision 2017, May 2017, Tokyo, Japan. ⟨10.1117/12.2266961⟩
titre
Robust Wide Baseline Pose Estimation from Video
auteur
Nicola Pellicanò, Emanuel Aldea, Sylvie Le Hégarat-Mascle
article
2016 23rd International Conference on Pattern Recognition (ICPR), Dec 2016, Cancun, Mexico. ⟨10.1109/ICPR.2016.7900230⟩
titre
HOOFR: An Enhanced Bio-Inspired Feature Extractor
auteur
Dai-Duong Nguyen, Abdelhafid El Ouardi, Emanuel Aldea, Samir Bouaziz
article
2016 23rd International Conference on Pattern Recognition (ICPR), Dec 2016, Cancun, Mexico. ⟨10.1109/ICPR.2016.7900090⟩
titre
Crack Detection Based on a Marked Point Process Model
auteur
Jennifer Vandoni, Sylvie Le Hégarat-Mascle, Emanuel Aldea
article
2016 23rd International Conference on Pattern Recognition (ICPR), Dec 2016, Cancun, Mexico
titre
SVM classifier fusion using belief functions: application to hyperspectral data classification
auteur
Marie Lachaize, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Aude Maitrot, Roger Reynaud
article
Belief Functions: Theory and Applications - 4th International Conference, Sep 2016, Prague, Czech Republic. ⟨10.1007/978-3-319-45559-4_12⟩
titre
Robust crack detection for unmanned aerial vehicles inspection in an a-contrario decision framework
auteur
Emanuel Aldea, Sylvie Le Hégarat-Mascle
article
Journal of Electronic Imaging, SPIE and IS&T, 2015, 24 (6), ⟨10.1117/1.JEI.24.6.061119⟩
titre
Robust crack detection strategies for aerial inspection
auteur
Emanuel Aldea, Sylvie Le Hégarat
article
The International Conference on Quality Control by Artificial Vision 2015, Jun 2015, Le Creusot, France. ⟨10.1117/12.2182920⟩
titre
Spatio-temporal Consistency for Head Detection in High-Density Scenes
auteur
Emanuel Aldea, Davide Marastoni, K. H. Kiyani
article
Computer Vision - ACCV 2014 Workshops, Nov 2014, Singapour, Singapore
titre
Hybrid Focal Stereo Networks for Pattern Analysis in Homogeneous Scenes
auteur
Emanuel Aldea, K. H. Kiyani
article
Computer Vision - ACCV 2014 Workshops, Nov 2014, Singapour, Singapore
titre
SuperFAST: Model-Based Adaptive Corner Detection for Scalable Robotic Vision
auteur
Gaspard Florentz, Emanuel Aldea
article
2014 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2014), Sep 2014, Chicago, United States. ⟨10.1109/IROS.2014.6942681⟩
titre
SO(3)-invariant asymptotic observers for dense depth field estimation based on visual data and known camera motion
auteur
Nadège Zarrouati, Emanuel Aldea, Pierre Rouchon
article
American Control Conference 2012, Jun 2012, Montreal, Canada. pp.4116 - 4123
titre
Estimation dense de profondeur combinant approches variationnelles et observateurs asymptotiques
auteur
Nadège Zarrouati, Emanuel Aldea, Pierre Rouchon
article
RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3
titre
Object Tracking based on Particle Filtering with Multiple Appearance Models
auteur
Nicolas Widynski, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
article
Sixth International Conference on Computer Vision Theory and Applications (VISAPP'11), Mar 2011, Algarve, Portugal. pp.604-609, ⟨10.5220/0003334606040609⟩