Emanuel Aldea

J. Electronic Imaging, 2024

A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors.

[BibT_eX]

[DOI]

Olivier Laurent

Stephane Da Silva Martins

Gianni Franchi

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Leveraging Spatial Context for Improved Long-Term Predictions with Swin Transformers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Advanced Video and Signal Based Surveillance, 2024

Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

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

[BibT_eX]

[DOI]

ACM Journal on Computing and Cultural Heritage, June, 2023

2022

A-contrario framework for detection of alterations in varnished surfaces.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2022

MUAD: Multiple Uncertainties for Autonomous Driving benchmark for multiple uncertainty types and tasks.

[BibT_eX]

[DOI]

CoRR, 2022

One Versus All for Deep Neural Network for Uncertainty (OVNNI) Quantification.

[BibT_eX]

[DOI]

IEEE Access, 2022

On Monocular Depth Estimation and Uncertainty Quantification Using Classification Approaches for Regression.

[BibT_eX]

[DOI]

Xuanlong Yu

Gianni Franchi

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Spectral Analysis of Masked Signals in the Context of Image Inpainting.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

Latent Discriminant Deterministic Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks.

[BibT_eX]

[DOI]

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Belief functions clustering for epipole localization.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2021

Learning a Discriminant Latent Space with Neural Discriminant Analysis.

[BibT_eX]

[DOI]

CoRR, 2021

Analysis of Multi-temporal Image Series for the Preventive Conservation of Varnished Wooden Surfaces.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

SLURP: Side Learning Uncertainty for Regression Problems.

[BibT_eX]

[DOI]

Xuanlong Yu

Gianni Franchi

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Fast and efficient reconstruction of digitized frescoes.

[BibT_eX]

[DOI]

Nicolas Lermé

Boyang Zhang

Pattern Recognit. Lett., 2020

One Versus all for deep Neural Network Incertitude (OVNNI) quantification.

[BibT_eX]

[DOI]

CoRR, 2020

Use of Scene Geometry Priors for Data Association in Egocentric Views.

[BibT_eX]

[DOI]

Vincent Despiegel

Proceedings of the 8th International Workshop on Biometrics and Forensics, 2020

One step clustering based on a-contrario framework for detection of alterations in historical violins.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Tracking Hundreds of People in Densely Crowded Scenes With Particle Filtering Supervising Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Camera Localization Based on Belief Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

TRADI: Tracking Deep Neural Network Weight Distributions.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Augmenting Deep Learning Performance in an Evidential Multiple Classifier System.

[BibT_eX]

[DOI]

Sensors, 2019

Wide baseline pose estimation from video with a density-based uncertainty model.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2019

Evidential query-by-committee active learning for pedestrian detection in high-density crowds.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2019

Efficient evaluation of the Number of False Alarm criterion.

[BibT_eX]

[DOI]

EURASIP J. Image Video Process., 2019

Integrating Visual and Geometric Consistency for Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Machine Vision Applications, 2019

Evaluating Crowd Density Estimators Via Their Uncertainty Bounds.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Crowd Behavior Characterization for Scene Tracking.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

Determining Epipole Location Integrity by Multimodal Sampling.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

Constraining Relative Camera Pose Estimation with Pedestrian Detector-Based Correspondence Filters.

[BibT_eX]

[DOI]

Thomas Pollok

Chengchao Qu

Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

2018

2CoBel: A scalable belief function representation for 2D discernment frames.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2018

Evidential split-and-merge: Application to object-based image analysis.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2018

Evidential framework for Error Correcting Output Code classification.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2018

Geometry-Based Multiple Camera Head Detection in Dense Crowds.

[BibT_eX]

[DOI]

CoRR, 2018

2CoBel : An Efficient Belief Function Extension for Two-dimensional Continuous Spaces.

[BibT_eX]

[DOI]

CoRR, 2018

Belief Function Definition for Ensemble Methods - Application to Pedestrian Detection in Dense Crowds.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Information Fusion, 2018

2CoBei: An Efficient Belief Function Extension for Two-Dimensional Continuous Spaces.

[BibT_eX]

[DOI]

Nicola Pellicano

Proceedings of the 21st International Conference on Information Fusion, 2018

GPU-accelerated Height Map Estimation with Local Geometry Priors in Large Scenes.

[BibT_eX]

[DOI]

Nicola Pellicano

Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

2017

Evidential multi-class classification from binary classifiers: application to waste sorting quality control from hyperspectral data.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Quality Control by Artificial Vision, 2017

A novel approach for multi-object tracking using evidential representation for objects.

[BibT_eX]

[DOI]

Wafa Rekik

Proceedings of the 20th International Conference on Information Fusion, 2017

Active learning for high-density crowd count regression.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

An evidential framework for pedestrian detection in high-density crowds.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

2016

Crack detection based on a Marked Point Process model.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Robust wide baseline pose estimation from video.

[BibT_eX]

[DOI]

Nicola Pellicano

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

HOOFR: An enhanced bio-inspired feature extractor.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

SVM Classifier Fusion Using Belief Functions: Application to Hyperspectral Data Classification.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2016

2015

Robust crack detection for unmanned aerial vehicles inspection in an a-contrario decision framework.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2015

2014

SuperFAST: Model-based adaptive corner detection for scalable robotic vision.

[BibT_eX]

[DOI]

Gaspard Florentz

Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

Spatio-Temporal Consistency for Head Detection in High-Density Scenes.

[BibT_eX]

[DOI]

Davide Marastoni

Khurom H. Kiyani

Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

Hybrid Focal Stereo Networks for Pattern Analysis in Homogeneous Scenes.

[BibT_eX]

[DOI]

Khurom H. Kiyani

Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

2012

Robust depth regularization explicitly constrained by camera motion.

[BibT_eX]

[DOI]

Nadege Zarrouati

Pierre Rouchon

Proceedings of the 21st International Conference on Pattern Recognition, 2012

SO(3)-invariant asymptotic observers for dense depth field estimation based on visual data and known camera motion.

[BibT_eX]

[DOI]

Nadege Zarrouati

Pierre Rouchon

Proceedings of the American Control Conference, 2012

2011

A SO(3)-invariant variational method for depth field estimation based on inertial and camera data

[BibT_eX]

[DOI]

Nadege Zarrouati

Pierre Rouchon

CoRR, 2011

Object Tracking based on Particle Filtering with Multiple Appearance Models.

[BibT_eX]

Proceedings of the VISAPP 2011, 2011

2009

Vers une utilisation améliorée de relations spatiales pour l'apprentissage de données dans les modèles graphiques.

[BibT_eX]

[DOI]

Isabelle Bloch

Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009

Toward a Better Integration of Spatial Relations in Learning with Graphical Models.

[BibT_eX]

[DOI]

Isabelle Bloch

Proceedings of the Advances in Knowledge Discovery and Management [Best of EGC 2009, 2009

2007

Kernel Fusion for Image Classification Using Fuzzy Structural Information.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

Image Classification Using Marginalized Kernels for Graphs.

[BibT_eX]

[DOI]