- titre
- A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors
- auteur
- Olivier Laurent, Emanuel Aldea, Gianni Franchi
- article
- 12th International Conference on Learning Representations. ICLR 2024, May 2024, Vienna, Austria
- titre
- Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression
- auteur
- Xuanlong Yu, Gianni Franchi, Jindong Gu, Emanuel Aldea
- article
- 38th AAAI Conference on Artificial Intelligence (AAAI-24), Feb 2024, Vancouvert, Canada. ⟨10.48550/arXiv.2308.09065⟩
- titre
- Multi-Temporal Image Analysis for Preventive Conservation of Historical Musical Instruments
- auteur
- Alireza Rezaei, Emanuel Aldea, Piercarlo Dondi, Sylvie Le Hégarat-Mascle, Marco Malagodi
- article
- Journal on Computing and Cultural Heritage, 2023, 16 (2), pp.1-19. ⟨10.1145/3575866⟩
- titre
- Handling noisy annotations in deep supervised learning
- auteur
- Ichraq Lemghari, Sylvie Le Hégarat, Emanuel Aldea, Jennifer Vandoni
- article
- Sixteenth International Conference on Quality Control by Artificial Vision, Jun 2023, Albi, France. pp.127490X, ⟨10.1117/12.2692547⟩
- titre
- Probabilistic and Physics-Informed Machine Learning for Predictive Maintenance with Time Series Data
- auteur
- Phan-Anh Vu, Emanuel Aldea, Mounira Bouarroudj, S. Le Hégarat-Mascle
- article
- 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⟩
- titre
- A-contrario framework for detection of alterations in varnished surfaces
- auteur
- Alireza Rezaei, S. Le Hégarat-Mascle, Emanuel Aldea, Piercarlo Dondi, Marco Malagodi
- article
- Journal of Visual Communication and Image Representation, 2022, 83, pp.103357. ⟨10.1016/j.jvcir.2021.103357⟩
- titre
- One Versus all for deep Neural Network Incertitude (OVNNI) quantification
- auteur
- Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
- article
- IEEE Access, 2022, ⟨10.1109/access.2021.3138978⟩
- titre
- MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks
- auteur
- Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Angel Tena, Rémi Kazmierczak, Séverine Dubuisson, Emanuel Aldea, David Filliat
- article
- 33rd British Machine Vision Conference, Nov 2022, London, United Kingdom
- titre
- Latent Discriminant deterministic Uncertainty
- auteur
- Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, David Filliat
- article
- European Conference on Computer Vision (ECCV 2022), Oct 2022, Tel Aviv,, Israel. ⟨10.1007/978-3-031-19775-8_15⟩
- titre
- On Monocular Depth Estimation and Uncertainty Quantification using Classification Approaches for Regression
- auteur
- Xuanlong Yu, Gianni Franchi, Emanuel Aldea
- article
- 29th IEEE International Conference on Image Processing (IEEE ICIP), Oct 2022, Bordeaux, France. ⟨10.1109/ICIP46576.2022.9897930⟩
- titre
- Spectral Analysis of Masked Signals in the Context of Image Inpainting
- auteur
- S. Le Hégarat-Mascle, Emanuel Aldea
- article
- Image Analysis and Processing (ICIAP) 2022 Workshops, May 2022, Lecce, Italy. pp.105-114, ⟨10.1007/978-3-031-13321-3_10⟩
- titre
- Belief functions clustering for epipole localization
- auteur
- Huiqin Chen, S. Le Hégarat-Mascle, Emanuel Aldea
- article
- International Journal of Approximate Reasoning, 2021, 137, pp.146-165. ⟨10.1016/j.ijar.2021.07.003⟩
- titre
- SLURP: Side Learning Uncertainty for Regression Problems
- auteur
- Xuanlong Yu, Gianni Franchi, Emanuel Aldea
- article
- The 32nd British Machine Vision Conference, Nov 2021, Online, United Kingdom
- titre
- Analysis of Multi-temporal Image Series for the Preventive Conservation of Varnished Wooden Surfaces
- auteur
- Alireza Rezaei, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Piercarlo Dondi, Marco Malagodi
- article
- 16th International Symposium Advances in Visual Computing ( ISVC 2021), Oct 2021, Virtual Event, United States. pp.166-179, ⟨10.1007/978-3-030-90439-5_14⟩
- titre
- One step clustering based on a-contrario framework for detection of alterations in historical violins
- auteur
- Alireza Rezaei, Sylvie Le Hegarat-Mascle, Emanuel Aldea, Piercarlo Dondi, Marco Malagodi
- article
- 2020 25th International Conference on Pattern Recognition (ICPR), Jan 2021, Milan, Italy. pp.9348-9355, ⟨10.1109/ICPR48806.2021.9412129⟩
- titre
- Fast and Efficient Reconstruction of Digitized Frescoes
- auteur
- Nicolas Lermé, S. Le Hégarat-Mascle, Boyang Zhang, Emanuel Aldea
- article
- Pattern Recognition Letters, 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
- 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. ⟨10.48550/arXiv.1912.11316⟩
- titre
- Camera Localization Based on Belief Clustering
- auteur
- S. Le Hégarat-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
- Tracking hundreds of people in densely crowded scenes with particle filtering supervising deep convolutional neural networks
- auteur
- G. Franchi, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
- article
- IEEE International Conference on Image Processing (ICIP), 2020, Abu Dhabi, Unknown Region. ⟨10.1109/ICIP40778.2020.9190953⟩
- titre
- Efficient evaluation of the Number of False Alarm criterion
- auteur
- S. Le Hégarat-Mascle, Emanuel Aldea, Jennifer Vandoni
- article
- EURASIP Journal on Image and Video Processing, 2019, 2019 (1), pp.35. ⟨10.1186/s13640-019-0429-4⟩
- 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, 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, 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
- 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
- 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
- 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, ⟨10.23919/mva.2019.8757911⟩
- 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, 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, 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, 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, 2018, 73, pp.10 - 21. ⟨10.1016/j.engappai.2018.04.019⟩
- titre
- GPU-accelerated Height Map Estimation with Local Geometry Priors in Large Scenes
- auteur
- Alireza Rezaei, Nicola Pellicano, Emanuel Aldea
- article
- 2018 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Nov 2018, Auckland, New Zealand. ⟨10.1109/AVSS.2018.8639358⟩
- 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. ⟨10.23919/icif.2018.8455313⟩
- 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. ⟨10.23919/icif.2018.8455783⟩
- 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
- 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
- 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
- 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
- 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
- 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
- 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, 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
- 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
- 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
- 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⟩