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Active learning for high-density crowd count regression

 Jennifer Vandoni , Emanuel Aldea , Sylvie Le Hégarat-Mascle
2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Aug 2017, Lecce, Italy. ⟨10.1109/AVSS.2017.8078508⟩
Communication dans un congrès hal-01691757v1

A-contrario framework for detection of alterations in varnished surfaces

 Alireza Rezaei , S. Le Hégarat-Mascle , Emanuel Aldea , Piercarlo Dondi , Marco Malagodi
Journal of Visual Communication and Image Representation, 2022, 83, pp.103357. ⟨10.1016/j.jvcir.2021.103357⟩
Article dans une revue hal-03580269v1
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One step clustering based on a-contrario framework for detection of alterations in historical violins

 Alireza Rezaei , Sylvie Le Hegarat-Mascle , Emanuel Aldea , Piercarlo Dondi , Marco Malagodi
2020 25th International Conference on Pattern Recognition (ICPR), Jan 2021, Milan, Italy. pp.9348-9355, ⟨10.1109/ICPR48806.2021.9412129⟩
Communication dans un congrès hal-04454850v1
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Evidential query-by-committee active learning for pedestrian detection in high-density crowds

 Jennifer Vandoni , Emanuel Aldea , Sylvie Le Hégarat-Mascle
International Journal of Approximate Reasoning, 2018, 104, pp.166-184. ⟨10.1016/j.ijar.2018.11.007⟩
Article dans une revue hal-01918406v1
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GPU-accelerated Height Map Estimation with Local Geometry Priors in Large Scenes

 Alireza Rezaei , Nicola Pellicano , Emanuel Aldea
2018 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Nov 2018, Auckland, New Zealand. ⟨10.1109/AVSS.2018.8639358⟩
Communication dans un congrès hal-04454868v1

Multi-Temporal Image Analysis for Preventive Conservation of Historical Musical Instruments

 Alireza Rezaei , Emanuel Aldea , Piercarlo Dondi , Sylvie Le Hégarat-Mascle , Marco Malagodi
Journal on Computing and Cultural Heritage, 2023, 16 (2), pp.1-19. ⟨10.1145/3575866⟩
Article dans une revue hal-04451229v1
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HOOFR: An Enhanced Bio-Inspired Feature Extractor

 Dai-Duong Nguyen , Abdelhafid El Ouardi , Emanuel Aldea , Samir Bouaziz
2016 23rd International Conference on Pattern Recognition (ICPR), Dec 2016, Cancun, Mexico. ⟨10.1109/ICPR.2016.7900090⟩
Communication dans un congrès hal-01691946v1

Belief functions clustering for epipole localization

 Huiqin Chen , S. Le Hégarat-Mascle , Emanuel Aldea
International Journal of Approximate Reasoning, 2021, 137, pp.146-165. ⟨10.1016/j.ijar.2021.07.003⟩
Article dans une revue hal-03580265v1
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A novel approach for multi-object tracking using evidential representation for objects

 Wafa Rekik , Sylvie Le Hégarat-Mascle , Emanuel Aldea
2017 20th International Conference on Information Fusion (Fusion), Jul 2017, Xi'an, China. ⟨10.23919/ICIF.2017.8009819⟩
Communication dans un congrès hal-01690876v1
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SVM classifier fusion using belief functions: application to hyperspectral data classification

 Marie Lachaize , Sylvie Le Hégarat-Mascle , Emanuel Aldea , Aude Maitrot , Roger Reynaud
Belief Functions: Theory and Applications - 4th International Conference, Sep 2016, Prague, Czech Republic. ⟨10.1007/978-3-319-45559-4_12⟩
Communication dans un congrès hal-01691958v1

Object Tracking based on Particle Filtering with Multiple Appearance Models

 Nicolas Widynski , Emanuel Aldea , Séverine Dubuisson , Isabelle Bloch
Sixth International Conference on Computer Vision Theory and Applications (VISAPP'11), Mar 2011, Algarve, Portugal. pp.604-609, ⟨10.5220/0003334606040609⟩
Communication dans un congrès hal-00593420v1
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Evidential split-and-merge: Application to object-based image analysis

 Marie Lachaize , Sylvie Le Hégarat-Mascle , Emanuel Aldea , Aude Maitrot , Roger Reynaud
International Journal of Approximate Reasoning, 2018, 103, pp.303-319. ⟨10.1016/j.ijar.2018.10.008⟩
Article dans une revue hal-01918408v1
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Handling noisy annotations in deep supervised learning

 Ichraq Lemghari , Sylvie Le Hégarat , Emanuel Aldea , Jennifer Vandoni
Sixteenth International Conference on Quality Control by Artificial Vision, Jun 2023, Albi, France. pp.127490X, ⟨10.1117/12.2692547⟩
Communication dans un congrès hal-04454914v1
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Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression

 Xuanlong Yu , Gianni Franchi , Jindong Gu , Emanuel Aldea
38th AAAI Conference on Artificial Intelligence (AAAI-24), Feb 2024, Vancouvert, Canada. ⟨10.48550/arXiv.2308.09065⟩
Communication dans un congrès hal-04480649v1
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TRADI: Tracking deep neural network weight distributions

 Gianni Franchi , Andrei Bursuc , Emanuel Aldea , Séverine Dubuisson , Isabelle Bloch
16th European Conference on Computer Vision. ECCV 2020, Aug 2020, Online Event, France. ⟨10.48550/arXiv.1912.11316⟩
Communication dans un congrès hal-02922336v1
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Use of Scene Geometry Priors for Data Association in Egocentric Views

 Huiqin Chen , Emanuel Aldea , Sylvie Le Hégarat-Mascle , Vincent Despiegel
2020 8th International Workshop on Biometrics and Forensics (IWBF), Apr 2020, Porto, Portugal. pp.1-6, ⟨10.1109/IWBF49977.2020.9107955⟩
Communication dans un congrès hal-02901593v1

Evidential framework for Error Correcting Output Code classification

 S. Le Hégarat-Mascle , Marie Lachaize , Sylvie Le Hégarat-Mascle , Emanuel Aldea , Aude Maitrot , et al.
Engineering Applications of Artificial Intelligence, 2018, 73, pp.10 - 21. ⟨10.1016/j.engappai.2018.04.019⟩
Article dans une revue hal-01796521v1

SLURP: Side Learning Uncertainty for Regression Problems

 Xuanlong Yu , Gianni Franchi , Emanuel Aldea
The 32nd British Machine Vision Conference, Nov 2021, Online, United Kingdom
Communication dans un congrès hal-03400658v1
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MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks

 Gianni Franchi , Xuanlong Yu , Andrei Bursuc , Angel Tena , Rémi Kazmierczak , et al.
33rd British Machine Vision Conference, Nov 2022, London, United Kingdom
Communication dans un congrès hal-04454911v1
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One Versus all for deep Neural Network Incertitude (OVNNI) quantification

 Gianni Franchi , Andrei Bursuc , Emanuel Aldea , Séverine Dubuisson , Isabelle Bloch
IEEE Access, 2022, ⟨10.1109/access.2021.3138978⟩
Article dans une revue hal-03097063v1
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Estimation dense de profondeur combinant approches variationnelles et observateurs asymptotiques

 Nadège Zarrouati , Emanuel Aldea , Pierre Rouchon
RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3
Communication dans un congrès hal-00656513v1
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Determining Epipole Location Integrity by Multimodal Sampling

 Huiqin Chen , Emanuel Aldea , Sylvie Le Hégarat-Mascle
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⟩
Communication dans un congrès hal-02472769v1
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Crack Detection Based on a Marked Point Process Model

 Jennifer Vandoni , Sylvie Le Hégarat-Mascle , Emanuel Aldea
2016 23rd International Conference on Pattern Recognition (ICPR), Dec 2016, Cancun, Mexico
Communication dans un congrès hal-01664380v1
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Detecting alterations in historical violins with optical monitoring

 Alireza Rezaei , Emanuel Aldea , Piercarlo Dondi , Marco Malagodi , Sylvie Le Hégarat-Mascle
Fifteenth International Conference on Quality Control by Artificial Vision, May 2019, Mulhouse, France. pp.58, ⟨10.1117/12.2521702⟩
Communication dans un congrès hal-02190015v1
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Wide baseline pose estimation from video with a density-based uncertainty model

 Nicola Pellicanò , Emanuel Aldea , Sylvie Le Hégarat-Mascle
Machine Vision and Applications, 2019, ⟨10.1007/s00138-019-01036-6⟩
Article dans une revue hal-02158540v1
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Integrating Visual and Geometric Consistency for Pose Estimation

 Huiqin Chen , Emanuel Aldea , Sylvie Le Hégarat-Mascle
2019 16th International Conference on Machine Vision Applications (MVA), May 2019, Tokyo, Japan. pp.1-5, ⟨10.23919/mva.2019.8757911⟩
Communication dans un congrès hal-02185033v1
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Constraining Relative Camera Pose Estimation with Pedestrian Detector-Based Correspondence Filters

 Emanuel Aldea , Thomas Pollok , Chengchao Qu
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⟩
Communication dans un congrès hal-02472779v1
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Belief Function Definition for Ensemble Methods - Application to Pedestrian Detection in Dense Crowds

 Jennifer Vandoni , Sylvie Le Hégarat-Mascle , Emanuel Aldea
21st International Conference on Information Fusion (FUSION), Jul 2018, Cambridge, United Kingdom. ⟨10.23919/icif.2018.8455313⟩
Communication dans un congrès hal-01790288v1

Probabilistic and Physics-Informed Machine Learning for Predictive Maintenance with Time Series Data

 Phan-Anh Vu , Emanuel Aldea , Mounira Bouarroudj , S. Le Hégarat-Mascle
2023 24th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE), Apr 2023, Graz, France. pp.1-8, ⟨10.1109/EuroSimE56861.2023.10100781⟩
Communication dans un congrès hal-04364503v1
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Augmenting Deep Learning Performance in an Evidential Multiple Classifier System

 Jennifer Vandoni , S. Le Hégarat-Mascle , Emanuel Aldea
Sensors, 2019, 19 (21), pp.4664. ⟨10.3390/s19214664⟩
Article dans une revue hal-02338018v1
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