Grégoire Mercier

Orcid: 0000-0002-0619-9503

According to our database1, Grégoire Mercier authored at least 138 papers between 1998 and 2021.

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

Timeline

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Bibliography

2021
A Transfer Classification Method for Heterogeneous Data Based on Evidence Theory.
IEEE Trans. Syst. Man Cybern. Syst., 2021

2020
On Elliptical Possibility Distributions.
IEEE Trans. Fuzzy Syst., 2020

2019
Detecting Tampered Videos with Multimedia Forensics and Deep Learning.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Pattern Classification in Heterogeneous Domains Based on Evidence Theory (Poster).
Proceedings of the 22th International Conference on Information Fusion, 2019


2018
Characterization and Inference of Graph Diffusion Processes From Observations of Stationary Signals.
IEEE Trans. Signal Inf. Process. over Networks, 2018

Change Detection in Heterogenous Remote Sensing Images via Homogeneous Pixel Transformation.
IEEE Trans. Image Process., 2018

Unmixing Polarimetric Radar Images Based on Land Cover Type Identified by Higher Resolution Optical Data Before Target Decomposition: Application to Forest and Bare Soil.
IEEE Trans. Geosci. Remote. Sens., 2018

Mining Spatial Gradual Patterns: Application to Measurement of Potentially Avoidable Hospitalizations.
Proceedings of the SOFSEM 2018: Theory and Practice of Computer Science - 44th International Conference on Current Trends in Theory and Practice of Computer Science, Krems, Austria, January 29, 2018

Extending Support Vector Regression to Constraint Optimization: Application to the Reduction of Potentially Avoidable Hospitalizations.
Proceedings of the ECML PKDD 2018 Workshops, 2018

Kohonen-Based Credal Fusion of Optical and Radar Images for Land Cover Classification.
Proceedings of the 21st International Conference on Information Fusion, 2018

Geometric Multi-Wavelet Total Variation for SAR Image Time Series Analysis.
Proceedings of the 21st International Conference on Information Fusion, 2018

2017
Hybrid Classification System for Uncertain Data.
IEEE Trans. Syst. Man Cybern. Syst., 2017

Color Texture Image Retrieval Based on Local Extrema Features and Riemannian Distance.
J. Imaging, 2017

A Clustering Approach to Heterogeneous Change Detection.
Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

SAR image texture tracking using a pointwise graph-based model for glacier displacement measurement.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Image change detection by possibility distribution dissemblance.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016
Kohonen's Map Approach for the Belief Mass Modeling.
IEEE Trans. Neural Networks Learn. Syst., 2016

PW-COG: An Effective Texture Descriptor for VHR Satellite Imagery Using a Pointwise Approach on Covariance Matrix of Oriented Gradients.
IEEE Trans. Geosci. Remote. Sens., 2016

Change Detection Between SAR Images Using a Pointwise Approach and Graph Theory.
IEEE Trans. Geosci. Remote. Sens., 2016

Vessel Refocusing and Velocity Estimation on SAR Imagery Using the Fractional Fourier Transform.
IEEE Trans. Geosci. Remote. Sens., 2016

Foreword to the Special Issue on Analysis of Multitemporal Data and Applications.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Assimilative 2-D Lagrangian Transport Model for the Estimation of Oil Leakage Parameters From SAR Images: Application to the Montara Oil Spill.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Texture Retrieval from VHR Optical Remote Sensed Images Using the Local Extrema Descriptor with Application to Vineyard Parcel Detection.
Remote. Sens., 2016

Mapping and Characterization of Hydrological Dynamics in a Coastal Marsh Using High Temporal Resolution Sentinel-1A Images.
Remote. Sens., 2016

Generalizing the Convolution Operator to Extend CNNs to Irregular Domains.
CoRR, 2016

Characterization and inference of weighted graph topologies from observations of diffused signals.
CoRR, 2016

Synergy of Sentinel-1 and Sentinel-2 imagery for wetland monitoring information extraction from continuous flow of sentinel images applied to water bodies and vegetation mapping and monitoring.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Texture retrieval from very high resolution remote sensing images using local extrema-based descriptors.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Convolutional Neural Networks for object recognition on mobile devices: A case study.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Towards a characterization of the uncertainty curve for graphs.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
A New Incomplete Pattern Classification Method Based on Evidential Reasoning.
IEEE Trans. Cybern., 2015

Characterization of Time-Varying Regimes in Remote Sensing Time Series: Application to the Forecasting of Satellite-Derived Suspended Matter Concentrations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Pointwise Graph-Based Local Texture Characterization for Very High Resolution Multispectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

AIS-Based Evaluation of Target Detectors and SAR Sensors Characteristics for Maritime Surveillance.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Credal c-means clustering method based on belief functions.
Knowl. Based Syst., 2015

High order structural image decomposition by using non-linear and non-convex regularizing objectives.
Comput. Vis. Image Underst., 2015

A keypoint approach for change detection between SAR images based on graph theory.
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

Covariance-based texture description from weighted coherency matrix and gradient tensors for polarimetric SAR image classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Pointwise approach on covariance matrix of oriented gradients for very high resolution image texture segmentation.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Refocusing of ship signatures and Azimuth speed estimation based on FRFT and SAR SLC imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Performance evaluation of Sentinel-1 data in SAR ship detection.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

The Kohonen map for credal fusion of heterogeneous data.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Assessment of the relevance of information derived from the unmixing of polarimetric radar images.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Contribution of textural information from TerraSAR-X image for forest mapping.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Non-homogeneous priors in a Bayesian latent class model for ocean color inversion.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Classification of incomplete patterns based on the fusion of belief functions.
Proceedings of the 18th International Conference on Information Fusion, 2015

Graph reconstruction from the observation of diffused signals.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014
Multiscale Event-Based Mining in Geophysical Time Series: Characterization and Distribution of Significant Time-Scales in the Sea Surface Temperature Anomalies Relatively to ENSO Periods from 1985 to 2009.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Credal classification rule for uncertain data based on belief functions.
Pattern Recognit., 2014

Change Detection in Heterogeneous Remote Sensing Images Based on Multidimensional Evidential Reasoning.
IEEE Geosci. Remote. Sens. Lett., 2014

Ship detection in SAR medium resolution imagery for maritime surveillance: Algorithm validation using AIS data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Wavelets on graphs for very high resolution multispectral image texture segmentation.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

The Kohonen map for credal classification of large multispectral images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Unmixing polarimetric radar images based on land cover type before target decomposition.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Land use and land cover monitoring with multitemporal and multipolarization Radarsat data: Application to an intensive agricultural area (France).
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Using texture from high resolution Terrasar-X images for tropical forest mapping.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Pattern classification with missing data using belief functions.
Proceedings of the 17th International Conference on Information Fusion, 2014

Fuzzy-belief K-nearest neighbor classifier for uncertain data.
Proceedings of the 17th International Conference on Information Fusion, 2014

On the Estimation of Mass Functions Using Self Organizing Maps.
Proceedings of the Belief Functions: Theory and Applications, 2014

2013
Assessing the Reconstructability of Shadow Areas in VHR Images.
IEEE Trans. Geosci. Remote. Sens., 2013

Missing-Area Reconstruction in Multispectral Images Under a Compressive Sensing Perspective.
IEEE Trans. Geosci. Remote. Sens., 2013

Multidate Divergence Matrices for the Analysis of SAR Image Time Series.
IEEE Trans. Geosci. Remote. Sens., 2013

Support Vector Regression With Kernel Combination for Missing Data Reconstruction.
IEEE Geosci. Remote. Sens. Lett., 2013

Analysis of L- and C-Band SAR Image Time Series Over a Sahelian Area.
IEEE Geosci. Remote. Sens. Lett., 2013

Credal Classification of Uncertain Data Using Belief Functions.
Proceedings of the IEEE International Conference on Systems, 2013

Contextual genetic algorithm for compressive sensing reconstruction of VHR images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Adaptive basis pursuit compressive sensing reconstruction with histogram matching.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
A Complete Processing Chain for Shadow Detection and Reconstruction in VHR Images.
IEEE Trans. Geosci. Remote. Sens., 2012

Dynamic Evidential Reasoning for Change Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2012

Compression of Hyperspectral Images Using Discerete Wavelet Transform and Tucker Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Belief C-Means: An extension of Fuzzy C-Means algorithm in belief functions framework.
Pattern Recognit. Lett., 2012

Combination of Statistical Similarity Measure and Derivative Morphological Profile Approach for Oil Slick Detection in SAR Images.
J. Math. Model. Algorithms, 2012

Interpreting C-band sea surface depolarization observations.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Some criteria to assess the reconstructability of shadow areas.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Orthogonal matching pursuit for VHR image reconstruction.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Feature based maximum likelihood model inversion for three-dimensional building extraction from single high resolution SAR images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Vector and matrix LP norms in polarimetric radar filtering.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Wavelet shrinkage: unification of basic thresholding functions and thresholds.
Signal Image Video Process., 2011

A New Method to Change Illumination Effect Reduction Based on Spectral Angle Constraint for Hyperspectral Image Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2011

Inpainting Strategies for Reconstruction of Missing Data in VHR Images.
IEEE Geosci. Remote. Sens. Lett., 2011

Combination of sources of evidence with different discounting factors based on a new dissimilarity measure.
Decis. Support Syst., 2011

Hyperspectral image compression based on tucker decomposition and wavelet transform.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Multiresolution inpainting for reconstruction of missing data in VHR images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Empirical model for soil salinity mapping from SAR data.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Building change detection in a couple of optical and SAR high resolution images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Change detection from remote sensing images based on evidential reasoning.
Proceedings of the 14th International Conference on Information Fusion, 2011

Edge detection in color images based on DSmT.
Proceedings of the 14th International Conference on Information Fusion, 2011

2010
Wavelet packets of fractional Brownian motion: asymptotic analysis and spectrum estimation.
IEEE Trans. Inf. Theory, 2010

Progressive change detection in time series of SAR images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
Support Vector Reduction in SVM Algorithm for Abrupt Change Detection in Remote Sensing.
IEEE Geosci. Remote. Sens. Lett., 2009

Smooth Adaptation by Sigmoid Shrinkage.
EURASIP J. Image Video Process., 2009

An A-contrario Approach for Unsupervised Change Detection in Radar Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Implementing Kohonen's SOM with Missing Data in OTB.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Statistical Characterization of the Sinclair Matrix: Application to Polarimetric Image Segmentation.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Weather Hazard Interpretation and Nowcast by Radar.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

General Framework on Change Detection in a Sparse Domain.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Optimal SURE parameters for sigmoidal wavelet shrinkage.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Conditional Copulas for Change Detection in Heterogeneous Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2008

Preprocessing of Low-Resolution Time Series Contaminated by Clouds and Shadows.
IEEE Trans. Geosci. Remote. Sens., 2008

Detection threshold for non-parametric estimation.
Signal Image Video Process., 2008

Change Detection with Misregistration Errors.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Statistical Similarity Measure for Oil Slick Detection in SAR Image.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

On the Use of a New Additive Kernel for Change Detection using SVM.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Assessment of Feature Selection Techniques for Support Vector Machine Classification of Satellite Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Speeding up Support Vector Machine (SVM) image classification by a kernel series expansion.
Proceedings of the International Conference on Image Processing, 2008

Smooth sigmoid wavelet shrinkage for non-parametric estimation.
Proceedings of the IEEE International Conference on Acoustics, 2008

A Generalized Appriou's Model for Evidential Classification of Multispectral Images: A Case Study of Algiers City.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007
A New Statistical Similarity Measure for Change Detection in Multitemporal SAR Images and Its Extension to Multiscale Change Analysis.
IEEE Trans. Geosci. Remote. Sens., 2007

Unsupervised multiscale oil slick segmentation from SAR images using a vector HMC model.
Pattern Recognit., 2007

Conditional copula for change detection on heterogeneous SAR data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

The use of multidimensional copulas to describe amplitude distribution of polarimetric SAR data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Self-Organizing Map for surface characterization in time series.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Abrupt change detection on multitemporal remote sensing images: a statistical overview of methodologies applied on real cases.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006
Partially Supervised Oil-Slick Detection by SAR Imagery Using Kernel Expansion.
IEEE Trans. Geosci. Remote. Sens., 2006

Copula-based Stochastic Kernels for Abrupt Change Detection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

Self-Organizing Map for Erroneous Data Processing in Time Series Analysis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

The Multiscale Change Profile: A Statistical Similarity Measure for Change Detection in Multitemporal SAR Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

Joint Classification and Compression of Hyperspectral Images.
Proceedings of the Hyperspectral Data Compression, 2006

2005
Estimation and monitoring of bare soil/vegetation ratio with SPOT VEGETATION and HRVIR.
IEEE Trans. Geosci. Remote. Sens., 2005

Unsupervised oil slick detection by SAR imagery using kernel expansion.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Oil slick detection and characterization by satellite and airborne sensors: experimental results with SAR, hyperspectral and lidar data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

2004
SAR image change detection using distance between distributions of classes.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Oil slick detection by SAR imagery: algorithms comparison.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Anomaly detection in VHF radar measurements.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

2003
Reflectivity estimation for SAR image compression.
IEEE Trans. Geosci. Remote. Sens., 2003

Support vector machines for hyperspectral image classification with spectral-based kernels.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Multiscale oil slick segmentation with Markov chain model.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Hyperspectral image segmentation with Markov chain model.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Noise-adjusted non orthogonal linear projections for hyperspectral data analysis.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Detection of oil slick signatures in SAR images by fusion of hysteresis thresholding responses.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Unsupervised multicomponent image segmentation combining a vectorial HMC model and ICA.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
On the characterization of hyperspectral texture.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Nonlinear filtering of hyperspectral images with anisotropic diffusion.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Classification of hyperspectral images with nonlinear filtering and support vector machines.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

2001
Compression de données brutes et d'images de radar à synthèse d'ouverture.
Ann. des Télécommunications, 2001

1998
Multitemporal SAR Image Compression.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998


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