Emanuel Aldea - RankMe

79 papers A* 2A 4B 16C 5Misc 1Journal 34Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Demystifying IoU score prediction in 3D LIDAR-based object detectors. AVSS Simon Berthoumieux, Emanuel Aldea
2025	J	`jnl`	Recent Advances in Multi-Agent Human Trajectory Prediction: A Comprehensive Review. CoRR Céline Finet, Stephane Da Silva Martins, Jean-Bernard Hayet, Ioannis Karamouzas, Javad Amirian, Sylvie Le Hégarat-Mascle, Julien Pettré, Emanuel Aldea
2025	A	`conf`	Stochastic Embeddings : A Probabilistic and Geometric Analysis of Out-of-Distribution Behavior. UAI Anthony Nguyen, Emanuel Aldea, Sylvie Le Hégarat-Mascle, Renaud Lustrat
2025	J	`jnl`	VISTA: A Vision and Intent-Aware Social Attention Framework for Multi-Agent Trajectory Prediction. CoRR Stephane Da Silva Martins, Emanuel Aldea, Sylvie Le Hégarat-Mascle
2024	A*	`conf`	A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors. ICLR Olivier Laurent, Emanuel Aldea, Gianni Franchi
2024	A*	`conf`	Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression. AAAI Xuanlong Yu, Gianni Franchi, Jindong Gu, Emanuel Aldea
2024	J	`jnl`	Encoding the Latent Posterior of Bayesian Neural Networks for Uncertainty Quantification. IEEE Trans. Pattern Anal. Mach. Intell. Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
2024	—	`conf`	ICPR 2024 Competition on Domain Adaptation and GEneralization for Character Classification (DAGECC). ICPR (34) Sofia Marino, Jennifer Vandoni, Emanuel Aldea, Ichraq Lemghari, Sylvie Le Hégarat-Mascle, Frédéric Jurie
2024	J	`jnl`	ICPR 2024 Competition on Domain Adaptation and GEneralization for Character Classification (DAGECC). CoRR Sofia Marino, Jennifer Vandoni, Emanuel Aldea, Ichraq Lemghari, Sylvie Le Hégarat-Mascle, Frédéric Jurie
2024	B	`conf`	Leveraging Spatial Context for Improved Long-Term Predictions with Swin Transformers. AVSS Stephane Da Silva Martins, Emanuel Aldea, Sylvie Le Hégarat-Mascle
2024	J	`jnl`	Robust classification with noisy labels using Venn-Abers predictors. J. Electronic Imaging Ichraq Lemghari, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Jennifer Vandoni
2024	—	`conf`	Training Data Generation Strategies for Data-driven Security Assessment of Low Voltage Smart Grids. ISGT EUROPE Juan J. Cuenca, Emanuel Aldea, Eloann Le Guern-Dall'o, Raphaël Féraud, Guy Camilleri, Anne Blavette
2023	J	`jnl`	A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors. CoRR Olivier Laurent, Emanuel Aldea, Gianni Franchi
2023	J	`jnl`	Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression. CoRR Xuanlong Yu, Gianni Franchi, Jindong Gu, Emanuel Aldea
2023	J	`jnl`	Multi-Temporal Image Analysis for Preventive Conservation of Historical Musical Instruments. ACM Journal on Computing and Cultural Heritage Alireza Rezaei, Emanuel Aldea, Piercarlo Dondi, Sylvie Le Hégarat-Mascle, Marco Malagodi
2022	J	`jnl`	A-contrario framework for detection of alterations in varnished surfaces. J. Vis. Commun. Image Represent. Alireza Rezaei, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Piercarlo Dondi, Marco Malagodi
2022	—	`ed.`	Belief Functions: Theory and Applications - 7th International Conference, BELIEF 2022, Paris, France, October 26-28, 2022, Proceedings BELIEF Sylvie Le Hégarat-Mascle, Isabelle Bloch, Emanuel Aldea
2022	—	`conf`	Latent Discriminant Deterministic Uncertainty. ECCV (12) Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, David Filliat
2022	J	`jnl`	Latent Discriminant deterministic Uncertainty. CoRR Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, David Filliat
2022	J	`jnl`	MUAD: Multiple Uncertainties for Autonomous Driving benchmark for multiple uncertainty types and tasks. CoRR Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Rémi Kazmierczak, Séverine Dubuisson, Emanuel Aldea, David Filliat
2022	A	`conf`	MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks. BMVC Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Ángel Tena, Rémi Kazmierczak, Séverine Dubuisson, Emanuel Aldea, David Filliat
2022	B	`conf`	On Monocular Depth Estimation and Uncertainty Quantification Using Classification Approaches for Regression. ICIP Xuanlong Yu, Gianni Franchi, Emanuel Aldea
2022	J	`jnl`	On Monocular Depth Estimation and Uncertainty Quantification using Classification Approaches for Regression. CoRR Xuanlong Yu, Gianni Franchi, Emanuel Aldea
2022	J	`jnl`	One Versus All for Deep Neural Network for Uncertainty (OVNNI) Quantification. IEEE Access Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
2022	—	`conf`	Spectral Analysis of Masked Signals in the Context of Image Inpainting. ICIAP Workshops (1) Sylvie Le Hégarat-Mascle, Emanuel Aldea
2021	—	`conf`	Analysis of Multi-temporal Image Series for the Preventive Conservation of Varnished Wooden Surfaces. ISVC (1) Alireza Rezaei, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Piercarlo Dondi, Marco Malagodi
2021	J	`jnl`	Belief functions clustering for epipole localization. Int. J. Approx. Reason. Huiqin Chen, Sylvie Le Hégarat-Mascle, Emanuel Aldea
2021	J	`jnl`	Learning a Discriminant Latent Space with Neural Discriminant Analysis. CoRR Mai Lan Ha, Gianni Franchi, Emanuel Aldea, Volker Blanz
2021	A	`conf`	SLURP: Side Learning Uncertainty for Regression Problems. BMVC Xuanlong Yu, Gianni Franchi, Emanuel Aldea
2021	J	`jnl`	SLURP: Side Learning Uncertainty for Regression Problems. CoRR Xuanlong Yu, Gianni Franchi, Emanuel Aldea
2020	C	`conf`	Camera Localization Based on Belief Clustering. FUSION Huiqin Chen, Emanuel Aldea, Sylvie Le Hégarat-Mascle
2020	J	`jnl`	Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification. CoRR Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
2020	J	`jnl`	Fast and efficient reconstruction of digitized frescoes. Pattern Recognit. Lett. Nicolas Lermé, Sylvie Le Hégarat-Mascle, Boyang Zhang, Emanuel Aldea
2020	J	`jnl`	One Versus all for deep Neural Network Incertitude (OVNNI) quantification. CoRR Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
2020	B	`conf`	One step clustering based on a-contrario framework for detection of alterations in historical violins. ICPR Alireza Rezaei, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Piercarlo Dondi, Marco Malagodi
2020	—	`conf`	TRADI: Tracking Deep Neural Network Weight Distributions. ECCV (17) Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
2020	B	`conf`	Tracking Hundreds of People in Densely Crowded Scenes With Particle Filtering Supervising Deep Convolutional Neural Networks. ICIP Gianni Franchi, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
2020	—	`conf`	Use of Scene Geometry Priors for Data Association in Egocentric Views. IWBF Huiqin Chen, Emanuel Aldea, Sylvie Le Hégarat-Mascle, Vincent Despiegel
2019	J	`jnl`	Augmenting Deep Learning Performance in an Evidential Multiple Classifier System. Sensors Jennifer Vandoni, Sylvie Le Hégarat-Mascle, Emanuel Aldea
2019	B	`conf`	Constraining Relative Camera Pose Estimation with Pedestrian Detector-Based Correspondence Filters. AVSS Emanuel Aldea, Thomas Pollok, Chengchao Qu
2019	B	`conf`	Crowd Behavior Characterization for Scene Tracking. AVSS Gianni Franchi, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
2019	B	`conf`	Determining Epipole Location Integrity by Multimodal Sampling. AVSS Huiqin Chen, Emanuel Aldea, Sylvie Le Hégarat-Mascle
2019	J	`jnl`	Efficient evaluation of the Number of False Alarm criterion. EURASIP J. Image Video Process. Sylvie Le Hégarat-Mascle, Emanuel Aldea, Jennifer Vandoni
2019	B	`conf`	Evaluating Crowd Density Estimators Via Their Uncertainty Bounds. ICIP Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle
2019	J	`jnl`	Evaluating Crowd Density Estimators via Their Uncertainty Bounds. CoRR Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle
2019	J	`jnl`	Evidential query-by-committee active learning for pedestrian detection in high-density crowds. Int. J. Approx. Reason. Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle
2019	Misc	`conf`	Integrating Visual and Geometric Consistency for Pose Estimation. MVA Huiqin Chen, Emanuel Aldea, Sylvie Le Hégarat-Mascle
2019	J	`jnl`	TRADI: Tracking deep neural network weight distributions. CoRR Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
2019	J	`jnl`	Wide baseline pose estimation from video with a density-based uncertainty model. Mach. Vis. Appl. Nicola Pellicanò, Emanuel Aldea, Sylvie Le Hégarat-Mascle
2018	C	`conf`	2CoBei: An Efficient Belief Function Extension for Two-Dimensional Continuous Spaces. FUSION Nicola Pellicano, Sylvie Le Hégarat-Mascle, Emanuel Aldea
2018	J	`jnl`	2CoBel : An Efficient Belief Function Extension for Two-dimensional Continuous Spaces. CoRR Nicola Pellicanò, Sylvie Le Hégarat-Mascle, Emanuel Aldea
2018	J	`jnl`	2CoBel: A scalable belief function representation for 2D discernment frames. Int. J. Approx. Reason. Nicola Pellicanò, Sylvie Le Hégarat-Mascle, Emanuel Aldea
2018	C	`conf`	Belief Function Definition for Ensemble Methods - Application to Pedestrian Detection in Dense Crowds. FUSION Jennifer Vandoni, Sylvie Le Hégarat-Mascle, Emanuel Aldea
2018	J	`jnl`	Efficient Evaluation of the Number of False Alarm Criterion. CoRR Sylvie Le Hégarat-Mascle, Emanuel Aldea, Jennifer Vandoni
2018	J	`jnl`	Evidential framework for Error Correcting Output Code classification. Eng. Appl. Artif. Intell. Marie Lachaize, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Aude Maitrot, Roger Reynaud
2018	J	`jnl`	Evidential split-and-merge: Application to object-based image analysis. Int. J. Approx. Reason. Marie Lachaize, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Aude Maitrot, Roger Reynaud
2018	B	`conf`	GPU-accelerated Height Map Estimation with Local Geometry Priors in Large Scenes. AVSS Alireza Rezaei, Nicola Pellicano, Emanuel Aldea
2018	J	`jnl`	Geometry-Based Multiple Camera Head Detection in Dense Crowds. CoRR Nicola Pellicanò, Emanuel Aldea, Sylvie Le Hégarat-Mascle
2017	C	`conf`	A novel approach for multi-object tracking using evidential representation for objects. FUSION Wafa Rekik, Sylvie Le Hégarat-Mascle, Emanuel Aldea
2017	B	`conf`	Active learning for high-density crowd count regression. AVSS Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle
2017	B	`conf`	An evidential framework for pedestrian detection in high-density crowds. AVSS Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle
2017	—	`conf`	Evidential multi-class classification from binary classifiers: application to waste sorting quality control from hyperspectral data. QCAV Marie Lachaize, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Aude Maitrot, Roger Reynaud
2016	B	`conf`	Crack detection based on a Marked Point Process model. ICPR Jennifer Vandoni, Sylvie Le Hégarat-Mascle, Emanuel Aldea
2016	B	`conf`	HOOFR: An enhanced bio-inspired feature extractor. ICPR Dai-Duong Nguyen, Abdelhafid Elouardi, Emanuel Aldea, Samir Bouaziz
2016	B	`conf`	Robust wide baseline pose estimation from video. ICPR Nicola Pellicano, Emanuel Aldea, Sylvie Le Hégarat-Mascle
2016	—	`conf`	SVM Classifier Fusion Using Belief Functions: Application to Hyperspectral Data Classification. BELIEF Marie Lachaize, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Aude Maitrot, Roger Reynaud
2015	J	`jnl`	Robust crack detection for unmanned aerial vehicles inspection in an a-contrario decision framework. J. Electronic Imaging Emanuel Aldea, Sylvie Le Hégarat-Mascle
2014	—	`conf`	Hybrid Focal Stereo Networks for Pattern Analysis in Homogeneous Scenes. ACCV Workshops (3) Emanuel Aldea, Khurom H. Kiyani
2014	—	`conf`	Spatio-Temporal Consistency for Head Detection in High-Density Scenes. ACCV Workshops (3) Emanuel Aldea, Davide Marastoni, Khurom H. Kiyani
2014	A	`conf`	SuperFAST: Model-based adaptive corner detection for scalable robotic vision. IROS Gaspard Florentz, Emanuel Aldea
2013	J	`jnl`	Hybrid Focal Stereo Networks for Pattern Analysis in Homogeneous Scenes. CoRR Emanuel Aldea, Khurom H. Kiyani
2012	B	`conf`	Robust depth regularization explicitly constrained by camera motion. ICPR Nadege Zarrouati, Emanuel Aldea, Pierre Rouchon
2012	C	`conf`	SO(3)-invariant asymptotic observers for dense depth field estimation based on visual data and known camera motion. ACC Nadege Zarrouati, Emanuel Aldea, Pierre Rouchon
2011	J	`jnl`	A SO(3)-invariant variational method for depth field estimation based on inertial and camera data CoRR Nadege Zarrouati, Emanuel Aldea, Pierre Rouchon
2011	—	`conf`	Object Tracking based on Particle Filtering with Multiple Appearance Models. VISAPP Nicolas Widynski, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
2009	—	`conf`	Toward a Better Integration of Spatial Relations in Learning with Graphical Models. EGC (best of volume) Emanuel Aldea, Isabelle Bloch
2009	—	`conf`	Vers une utilisation améliorée de relations spatiales pour l'apprentissage de données dans les modèles graphiques. EGC Emanuel Aldea, Isabelle Bloch
2007	—	`conf`	Image Classification Using Marginalized Kernels for Graphs. GbRPR Emanuel Aldea, Jamal Atif, Isabelle Bloch
2007	—	`conf`	Kernel Fusion for Image Classification Using Fuzzy Structural Information. ISVC (2) Emanuel Aldea, Geoffroy Fouquier, Jamal Atif, Isabelle Bloch