Dominique Béréziat

Orcid: 0000-0003-1444-8212

According to our database1, Dominique Béréziat authored at least 42 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Pre-Training and Fine-Tuning Attention Based Encoder Decoder Improves Sea Surface Height Multi-Variate Inpainting.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023
Unsupervised Learning of Sea Surface Height Interpolation from Multi-variate Simulated Satellite Observations.
CoRR, 2023

Multimodal Unsupervised Spatio-Temporal Interpolation of Satellite Ocean Altimetry Maps.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Learning 4DVAR Inversion Directly from Observations.
Proceedings of the Computational Science - ICCS 2023, 2023

2022
Statistics-Free Interpolation of Ocean Observations with Deep Spatio-Temporal Prior (short paper).
Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2022), 2022

2021
Fusion of Rain Radar Images and Wind Forecasts in a Deep Learning Model Applied to Rain Nowcasting.
Remote. Sens., 2021

2019
Rain Nowcasting from Multiscale Radar Images.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

2018
Motion and acceleration from image assimilation with evolution models.
Digit. Signal Process., 2018

2017
Ensemble Kalman Filter based on the Image Structures.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 6: VISAPP, Porto, Portugal, February 27, 2017

2015
An Image-based Ensemble Kalman Filter for Motion Estimation.
Proceedings of the VISAPP 2015, 2015

2014
Coupling Dynamic Equations and Satellite Images for Modelling Ocean Surface Circulation.
Proceedings of the Computer Vision, Imaging and Computer Graphics - Theory and Applications, 2014

Image-based Modelling of Ocean Surface Circulation from Satellite Acquisitions.
Proceedings of the VISAPP 2014, 2014

2013
Continuous Tracking of Structures from an Image Sequence.
Proceedings of the VISAPP 2013, 2013

Parallel Birth and Death Process for Cell Nuclei Extraction in Histopathology Images.
Proceedings of the 42nd International Conference on Parallel Processing, 2013

Object's tracking by advection of a distance map.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
Motion compensation based on tangent distance prediction for video compression.
Signal Process. Image Commun., 2012

Spatio-temporal target-measure association using an adaptive geometrical approach.
Pattern Recognit. Lett., 2012

Improvement of Motion Estimation by Assessing the Errors on the Evolution Equation.
Proceedings of the VISAPP 2012, 2012

Non-linear observation equation for motion estimation.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Divergence-Free Motion Estimation.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Solving ill-posed Image Processing problems using Data Assimilation.
Numer. Algorithms, 2011

Recovering Missing Data on Satellite Images.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

2010
Contributions aux méthodes variationnelles pour le calcul du flot optique: prise en compte des informations spatiales et temporelles. (Contributions to determination of optical flow using the calculus of variations techniques: modeling the spatial and the temporal information).
, 2010

2009
Solving Ill-posed Problems using Data Assimilation - Application to Optical Flow Estimation.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

2008
Toward a Global Tuamotu Archipelago Coconut Trees Sensing Using High Resolution Optical Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Energy Association Filter for Online Data Association with Missing Data.
Proceedings of the Computer Vision and Computer Graphics. Theory and Applications, 2007

Energy minimization approach for online data association with missing data.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Energetic Particle Filter for Online Multiple Target Tracking.
Proceedings of the International Conference on Image Processing, 2007

3D+t Reconstruction in the Context of Locally Spheric Shaped Data Observation.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

ENMIM: Energetic Normalized Mutual Information Model for Online Multiple Object Tracking with Unlearned Motions.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

2006
Image processing in spheric-shaped data using a geographical transformation. Application to bio-cellular imaging.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Optical flow computation and visualization in spherical context. Application on 3D+t bio-cellular sequences.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Comparison of Statistical and Shape-Based Approaches for Non-rigid Motion Tracking with Missing Data Using a Particle Filter.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

2005
MAPVIS: A Map-Projection Based Tool for Visualizing Scalar and Vectorial Information Lying on Spheroidal Surfaces.
Proceedings of the 9th International Conference on Information Visualisation, 2005

2001
Analysis of cloudy structures evolution on meteorological satellite acquisitions.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Motion estimation on meteorological infrared data using a total brightness invariance hypothesis.
Environ. Model. Softw., 2000

Object Based Optical Flow Estimation with an Affine Prior Model.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

A Generalized Optical Flow Constraint and its Physical Interpretation.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Détection et suivi de structures déformables en mouvement, application à la météorologie. (Detection and tracking of deformable moving structures, application to meteorology).
PhD thesis, 1999

Motion estimation using a volume conservation hypothesis.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Segmentation of temporal effects on phasimetric SAR images.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1994
Segmentation of echocardiographic images with Markov random fields.
Proceedings of the Computer Vision, 1994


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