Grégoire Mercier

ORCID

Publication Activity (10 Years)

Years Active: 1998-2021
Publications (10 Years): 50

Top Venues

IGARSS

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

FUSION

Publications

Zhun-ga Liu, Guanghui Qiu, Grégoire Mercier, Quan Pan
A Transfer Classification Method for Heterogeneous Data Based on Evidence Theory. IEEE Trans. Syst. Man Cybern. Syst. 51 (8) (2021)
Charles Lesniewska-Choquet, Gilles Mauris, Abdourrahmane M. Atto, Grégoire Mercier
On Elliptical Possibility Distributions. IEEE Trans. Fuzzy Syst. 28 (8) (2020)
Markos Zampoglou, Foteini Markatopoulou, Grégoire Mercier, Despoina Touska, Evlampios E. Apostolidis, Symeon Papadopoulos, Roger Cozien, Ioannis Patras, Vasileios Mezaris, Ioannis Kompatsiaris
Detecting Tampered Videos with Multimedia Forensics and Deep Learning. MMM (1) (2019)
Zhunga Liu, Guanghui Qiu, Grégoire Mercier, Quan Pan
Pattern Classification in Heterogeneous Domains Based on Evidence Theory (Poster). FUSION (2019)
Tu Ngo, Vera Georgescu, Carmen Gervet, Anne Laurent, Thérèse Libourel, Grégoire Mercier
Extending Support Vector Regression to Constraint Optimization: Application to the Reduction of Potentially Avoidable Hospitalizations. Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML (2018)
Imen Hammami, Jean Dezert, Grégoire Mercier
Kohonen-Based Credal Fusion of Optical and Radar Images for Land Cover Classification. FUSION (2018)
Bastien Pasdeloup, Vincent Gripon, Grégoire Mercier, Dominique Pastor, Michael G. Rabbat
Characterization and Inference of Graph Diffusion Processes From Observations of Stationary Signals. IEEE Trans. Signal Inf. Process. over Networks 4 (3) (2018)
Abdourrahmane M. Atto, Anoumou Kemavo, Jean-Paul Rudant, Grégoire Mercier
Geometric Multi-Wavelet Total Variation for SAR Image Time Series Analysis. FUSION (2018)
Tu Ngo, Vera Georgescu, Anne Laurent, Thérèse Libourel, Grégoire Mercier
Mining Spatial Gradual Patterns: Application to Measurement of Potentially Avoidable Hospitalizations. SOFSEM (2018)
Sébastien Giordano, Grégoire Mercier, Jean-Paul Rudant
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. 56 (10) (2018)
Zhunga Liu, Gang Li, Grégoire Mercier, You He, Quan Pan
Change Detection in Heterogenous Remote Sensing Images via Homogeneous Pixel Transformation. IEEE Trans. Image Process. 27 (4) (2018)
Luigi Tommaso Luppino, Stian Normann Anfinsen, Gabriele Moser, Robert Jenssen, Filippo Maria Bianchi, Sebastiano B. Serpico, Grégoire Mercier
A clustering approach to heterogeneous change detection. CoRR (2017)
Luigi Tommaso Luppino, Stian Normann Anfinsen, Gabriele Moser, Robert Jenssen, Filippo Maria Bianchi, Sebastiano B. Serpico, Grégoire Mercier
A Clustering Approach to Heterogeneous Change Detection. SCIA (2) (2017)
Zhun-ga Liu, Quan Pan, Jean Dezert, Grégoire Mercier
Hybrid Classification System for Uncertain Data. IEEE Trans. Syst. Man Cybern. Syst. 47 (10) (2017)
Charles Lesniewska-Choquet, Abdourrahmane M. Atto, Gilles Mauris, Grégoire Mercier
Image change detection by possibility distribution dissemblance. FUZZ-IEEE (2017)
Minh-Tan Pham, Grégoire Mercier, Emmanuel Trouvé, Sébastien Lefèvre
SAR image texture tracking using a pointwise graph-based model for glacier displacement measurement. IGARSS (2017)
Minh-Tan Pham, Grégoire Mercier, Lionel Bombrun
Color Texture Image Retrieval Based on Local Extrema Features and Riemannian Distance. J. Imaging 3 (4) (2017)
Ramona Pelich, Nicolas Longépé, Grégoire Mercier, Guillaume Hajduch, René Garello
Vessel Refocusing and Velocity Estimation on SAR Imagery Using the Fractional Fourier Transform. IEEE Trans. Geosci. Remote. Sens. 54 (3) (2016)
Imen Hammami, Grégoire Mercier, Atef Hamouda, Jean Dezert
Kohonen's Map Approach for the Belief Mass Modeling. IEEE Trans. Neural Networks Learn. Syst. 27 (10) (2016)
Bastien Pasdeloup, Vincent Gripon, Grégoire Mercier, Dominique Pastor
Towards a characterization of the uncertainty curve for graphs. ICASSP (2016)
Hervé Yésou, Eric Pottier, Grégoire Mercier, Manuel Grizonnet, Sadri Haouet, Alain Giros, Robin Faivre, Claire Huber, Julien Michel
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. IGARSS (2016)
Bastien Pasdeloup, Vincent Gripon, Grégoire Mercier, Dominique Pastor
Towards a characterization of the uncertainty curve for graphs. CoRR (2016)
Minh-Tan Pham, Grégoire Mercier, Olivier Regniers, Lionel Bombrun, Julien Michel
Texture retrieval from very high resolution remote sensing images using local extrema-based descriptors. IGARSS (2016)
Bastien Pasdeloup, Vincent Gripon, Grégoire Mercier, Dominique Pastor, Michael G. Rabbat
Characterization and inference of weighted graph topologies from observations of diffused signals. CoRR (2016)
Minh-Tan Pham, Grégoire Mercier, Olivier Regniers, Julien Michel
Texture Retrieval from VHR Optical Remote Sensed Images Using the Local Extrema Descriptor with Application to Vineyard Parcel Detection. Remote. Sens. 8 (5) (2016)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
Change Detection Between SAR Images Using a Pointwise Approach and Graph Theory. IEEE Trans. Geosci. Remote. Sens. 54 (4) (2016)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
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. 54 (6) (2016)
Bastien Pasdeloup, Michael G. Rabbat, Vincent Gripon, Dominique Pastor, Grégoire Mercier
Graph reconstruction from the observation of diffused signals. CoRR (2016)
Budhi Gunadharma Gautama, Nicolas Longépé, Ronan Fablet, Grégoire Mercier
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. 9 (11) (2016)
Luis Tobias, Aurélien Ducournau, François Rousseau, Grégoire Mercier, Ronan Fablet
Convolutional Neural Networks for object recognition on mobile devices: A case study. ICPR (2016)
Emmanuel Trouvé, Grégoire Mercier, Mathieu Fauvel, Lorenzo Bruzonne, Yifang Ban
Foreword to the Special Issue on Analysis of Multitemporal Data and Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (8) (2016)
Cécile Cazals, Sébastien Rapinel, Pierre-Louis Frison, Anne Bonis, Grégoire Mercier, Clément Mallet, Samuel Corgne, Jean-Paul Rudant
Mapping and Characterization of Hydrological Dynamics in a Coastal Marsh Using High Temporal Resolution Sentinel-1A Images. Remote. Sens. 8 (7) (2016)
Jean-Charles Vialatte, Vincent Gripon, Grégoire Mercier
Generalizing the Convolution Operator to Extend CNNs to Irregular Domains. CoRR (2016)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
Covariance-based texture description from weighted coherency matrix and gradient tensors for polarimetric SAR image classification. IGARSS (2015)
Ramona Pelich, Nicolas Longépé, Grégoire Mercier, Guillaume Hajduch, René Garello
AIS-Based Evaluation of Target Detectors and SAR Sensors Characteristics for Maritime Surveillance. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (8) (2015)
Bastien Pasdeloup, Michael G. Rabbat, Vincent Gripon, Dominique Pastor, Grégoire Mercier
Graph reconstruction from the observation of diffused signals. Allerton (2015)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
Pointwise approach on covariance matrix of oriented gradients for very high resolution image texture segmentation. IGARSS (2015)
Cécile Cazals, Hajar Benelcadi, Pierre-Louis Frison, Grégoire Mercier, Cédric Lardeux, Nesrine Chehata, Isabelle Champion, Jean-Paul Rudant
Contribution of textural information from TerraSAR-X image for forest mapping. IGARSS (2015)
Sébastien Giordano, Grégoire Mercier, Jean-Paul Rudant
Assessment of the relevance of information derived from the unmixing of polarimetric radar images. IGARSS (2015)
Ramona Pelich, Nicolas Longépé, Grégoire Mercier, Guillaume Hajduch, René Garello
Refocusing of ship signatures and Azimuth speed estimation based on FRFT and SAR SLC imagery. IGARSS (2015)
Zhunga Liu, Quan Pan, Grégoire Mercier, Jean Dezert
A New Incomplete Pattern Classification Method Based on Evidential Reasoning. IEEE Trans. Cybern. 45 (4) (2015)
Abdourrahmane Mahamane Atto, Grégoire Mercier
High order structural image decomposition by using non-linear and non-convex regularizing objectives. Comput. Vis. Image Underst. 138 (2015)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
Pointwise Graph-Based Local Texture Characterization for Very High Resolution Multispectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (5) (2015)
Ramona Pelich, Nicolas Longépé, Grégoire Mercier, Guillaume Hajduch, René Garello
Performance evaluation of Sentinel-1 data in SAR ship detection. IGARSS (2015)
Zhunga Liu, Quan Pan, Jean Dezert, Arnaud Martin, Grégoire Mercier
Classification of incomplete patterns based on the fusion of belief functions. FUSION (2015)
Bertrand Saulquin, Ronan Fablet, Pierre Ailliot, Grégoire Mercier, David Doxaran, Antoine Mangin, Odile Fanton d'Andon
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. 8 (1) (2015)
Imen Hammami, Grégoire Mercier, Atef Hamouda
The Kohonen map for credal fusion of heterogeneous data. IGARSS (2015)
Zhunga Liu, Quan Pan, Jean Dezert, Grégoire Mercier
Credal c-means clustering method based on belief functions. Knowl. Based Syst. 74 (2015)
Bertrand Saulquin, Ronan Fablet, Ludovic Bourg, Grégoire Mercier, Odile Fanton d'Andon
Non-homogeneous priors in a Bayesian latent class model for ocean color inversion. ICIP (2015)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
A keypoint approach for change detection between SAR images based on graph theory. MultiTemp (2015)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
Wavelets on graphs for very high resolution multispectral image texture segmentation. IGARSS (2014)
Sébastien Giordano, Grégoire Mercier, Jean-Paul Rudant
Unmixing polarimetric radar images based on land cover type before target decomposition. IGARSS (2014)
Bertrand Saulquin, Ronan Fablet, Grégoire Mercier, Hervé Demarcq, Antoine Mangin, Odile Fanton d'Andon
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. 7 (8) (2014)
Ramona Pelich, Nicolas Longépé, Grégoire Mercier, Guillaume Hajduch, René Garello
Ship detection in SAR medium resolution imagery for maritime surveillance: Algorithm validation using AIS data. IGARSS (2014)
Imen Hammami, Grégoire Mercier, Atef Hamouda
The Kohonen map for credal classification of large multispectral images. IGARSS (2014)
Zhunga Liu, Grégoire Mercier, Jean Dezert, Quan Pan
Change Detection in Heterogeneous Remote Sensing Images Based on Multidimensional Evidential Reasoning. IEEE Geosci. Remote. Sens. Lett. 11 (1) (2014)
Zhunga Liu, Quan Pan, Jean Dezert, Grégoire Mercier
Credal classification rule for uncertain data based on belief functions. Pattern Recognit. 47 (7) (2014)
Samuel Corgne, Delphy Dallon, Grégoire Mercier
Land use and land cover monitoring with multitemporal and multipolarization Radarsat data: Application to an intensive agricultural area (France). IGARSS (2014)
Hajar Benelcadi, Pierre-Louis Frison, Cédric Lardeux, Grégoire Mercier, Jean-Paul Rudant
Using texture from high resolution Terrasar-X images for tropical forest mapping. IGARSS (2014)
Imen Hammami, Jean Dezert, Grégoire Mercier, Atef Hamouda
On the Estimation of Mass Functions Using Self Organizing Maps. Belief Functions (2014)
Zhunga Liu, Quan Pan, Jean Dezert, Grégoire Mercier, Yong Liu
Fuzzy-belief K-nearest neighbor classifier for uncertain data. FUSION (2014)
Zhunga Liu, Quan Pan, Grégoire Mercier, Jean Dezert
Pattern classification with missing data using belief functions. FUSION (2014)
Luca Lorenzi, Farid Melgani, Grégoire Mercier, Yakoub Bazi
Assessing the Reconstructability of Shadow Areas in VHR Images. IEEE Trans. Geosci. Remote. Sens. 51 (5-1) (2013)
Abdourrahmane M. Atto, Emmanuel Trouvé, Yannick Berthoumieu, Grégoire Mercier
Multidate Divergence Matrices for the Analysis of SAR Image Time Series. IEEE Trans. Geosci. Remote. Sens. 51 (4-1) (2013)
Luca Lorenzi, Grégoire Mercier, Farid Melgani
Adaptive basis pursuit compressive sensing reconstruction with histogram matching. IGARSS (2013)
Luca Lorenzi, Farid Melgani, Grégoire Mercier
Missing-Area Reconstruction in Multispectral Images Under a Compressive Sensing Perspective. IEEE Trans. Geosci. Remote. Sens. 51 (7-1) (2013)
Pierre-Louis Frison, Grégoire Mercier, Gayane Faye, Eric Mougin, Pierre Hiernaux, Cédric Lardeux, Jean-Paul Rudant
Analysis of L- and C-Band SAR Image Time Series Over a Sahelian Area. IEEE Geosci. Remote. Sens. Lett. 10 (5) (2013)
Zhun-ga Liu, Quan Pan, Jean Dezert, Grégoire Mercier
Credal Classification of Uncertain Data Using Belief Functions. SMC (2013)
Luca Lorenzi, Grégoire Mercier, Farid Melgani
Support Vector Regression With Kernel Combination for Missing Data Reconstruction. IEEE Geosci. Remote. Sens. Lett. 10 (2) (2013)
Luca Lorenzi, Farid Melgani, Grégoire Mercier
Contextual genetic algorithm for compressive sensing reconstruction of VHR images. IGARSS (2013)
Luca Lorenzi, Farid Melgani, Grégoire Mercier
Some criteria to assess the reconstructability of shadow areas. IGARSS (2012)
Sebastiano B. Serpico, Lorenzo Bruzzone, Giovanni Corsini, William J. Emery, Paolo Gamba, Andrea Garzelli, Grégoire Mercier, Josiane Zerubia, Nicola Acito, Bruno Aiazzi, Francesca Bovolo, Fabio Dell'Acqua, Michaela De Martino, Marco Diani, Vladimir A. Krylov, Gianni Lisini, Carlo Marin, Gabriele Moser, Aurélie Voisin, Claudia Zoppetti
Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures. IGARSS (2012)
Edouard Barthelet, Grégoire Mercier, Léonard Denise, Sébastien Reynaud
Feature based maximum likelihood model inversion for three-dimensional building extraction from single high resolution SAR images. IGARSS (2012)
Bo Wang, Bertrand Chapron, Alexis Mouche, Grégoire Mercier, René Garello, Mingxia He
Interpreting C-band sea surface depolarization observations. IGARSS (2012)
Zhunga Liu, Jean Dezert, Grégoire Mercier, Quan Pan
Belief C-Means: An extension of Fuzzy C-Means algorithm in belief functions framework. Pattern Recognit. Lett. 33 (3) (2012)
Zhunga Liu, Jean Dezert, Grégoire Mercier, Quan Pan
Dynamic Evidential Reasoning for Change Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 50 (5-2) (2012)
Luca Lorenzi, Farid Melgani, Grégoire Mercier
A Complete Processing Chain for Shadow Detection and Reconstruction in VHR Images. IEEE Trans. Geosci. Remote. Sens. 50 (9) (2012)
Luca Lorenzi, Farid Melgani, Grégoire Mercier
Orthogonal matching pursuit for VHR image reconstruction. IGARSS (2012)
Abdourrahmane M. Atto, Grégoire Mercier, Thu Trang Le, Emmanuel Trouvé
Vector and matrix LP norms in polarimetric radar filtering. IGARSS (2012)
Azam Karami, Mehran Yazdi, Grégoire Mercier
Compression of Hyperspectral Images Using Discerete Wavelet Transform and Tucker Decomposition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (2) (2012)
Bahia Lounis, Grégoire Mercier, Aichouche Belhadj Aissa
Combination of Statistical Similarity Measure and Derivative Morphological Profile Approach for Oil Slick Detection in SAR Images. J. Math. Model. Algorithms 11 (4) (2012)
Zouhaier Ben Rabah, Imed Riadh Farah, Grégoire Mercier, Basel Solaiman
A New Method to Change Illumination Effect Reduction Based on Spectral Angle Constraint for Hyperspectral Image Unmixing. IEEE Geosci. Remote. Sens. Lett. 8 (6) (2011)
Jean Dezert, Zhunga Liu, Grégoire Mercier
Edge detection in color images based on DSmT. FUSION (2011)
Zhunga Liu, Jean Dezert, Grégoire Mercier, Quan Pan, Yongmei Cheng
Change detection from remote sensing images based on evidential reasoning. FUSION (2011)
Azam Karami, Mehran Yazdi, Grégoire Mercier
Hyperspectral image compression based on tucker decomposition and wavelet transform. WHISPERS (2011)
Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier
Wavelet shrinkage: unification of basic thresholding functions and thresholds. Signal Image Video Process. 5 (1) (2011)
Mohamed Grissa, Riadh Abdelfattah, Grégoire Mercier, Mehrez Zribi, Aicha Chahbi, Zohra Lili-Chabaane
Empirical model for soil salinity mapping from SAR data. IGARSS (2011)
Zhunga Liu, Jean Dezert, Quan Pan, Grégoire Mercier
Combination of sources of evidence with different discounting factors based on a new dissimilarity measure. Decis. Support Syst. 52 (1) (2011)
Luca Lorenzi, Farid Melgani, Grégoire Mercier
Inpainting Strategies for Reconstruction of Missing Data in VHR Images. IEEE Geosci. Remote. Sens. Lett. 8 (5) (2011)
Edouard Barthelet, Grégoire Mercier, Léonard Denise
Building change detection in a couple of optical and SAR high resolution images. IGARSS (2011)
Luca Lorenzi, Farid Melgani, Grégoire Mercier
Multiresolution inpainting for reconstruction of missing data in VHR images. IGARSS (2011)
Grégoire Mercier
Progressive change detection in time series of SAR images. IGARSS (2010)
Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier
Wavelet packets of fractional Brownian motion: asymptotic analysis and spectrum estimation. IEEE Trans. Inf. Theory 56 (9) (2010)
Tarek Habib, Jordi Inglada, Grégoire Mercier, Jocelyn Chanussot
Support Vector Reduction in SVM Algorithm for Abrupt Change Detection in Remote Sensing. IEEE Geosci. Remote. Sens. Lett. 6 (3) (2009)
Clementine Costes, Jean-Paul Artis, René Garello, Grégoire Mercier
Weather Hazard Interpretation and Nowcast by Radar. IGARSS (3) (2009)
Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier
Optimal SURE parameters for sigmoidal wavelet shrinkage. EUSIPCO (2009)
Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier
Smooth Adaptation by Sigmoid Shrinkage. EURASIP J. Image Video Process. 2009 (2009)
Grégoire Mercier, Bassam Abdel Latif
Implementing Kohonen's SOM with Missing Data in OTB. IGARSS (4) (2009)
Abdourrahmane M. Atto, Grégoire Mercier, Dominique Pastor
General Framework on Change Detection in a Sparse Domain. IGARSS (4) (2009)
Grégoire Mercier, Pierre-Louis Frison
Statistical Characterization of the Sinclair Matrix: Application to Polarimetric Image Segmentation. IGARSS (3) (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Grégoire Mercier