Multiple-Beam Interference Spectroscopy: Instrument Analysis and Spectrum Reconstruction. - Jouni, Mohamad; Picone, Daniele; Mura, Mauro Dalla (IEEE Trans. Instrum. Meas., 2025)

Augmented Invertible Koopman Autoencoder for long-term time series forecasting. - Frion, Anthony; Drumetz, Lucas; Mura, Mauro Dalla; Tochon, Guillaume; Aïssa-El-Bey, Abdeldjalil (Trans. Mach. Learn. Res., 2025)

VOGTNet: Variational Optimization-Guided Two-Stage Network for Multispectral and Panchromatic Image Fusion. - Wang, Peng; He, Zhongchen; Huang, Bo; Mura, Mauro Dalla; Leung, Henry; Chanussot, Jocelyn (IEEE Trans. Neural Networks Learn. Syst., 2025)

Augmented Invertible Koopman Autoencoder for long-term time series forecasting. - Frion, Anthony; Drumetz, Lucas; Mura, Mauro Dalla; Tochon, Guillaume; Aïssa-El-Bey, Abdeldjalil (CoRR, 2025)

Graph feature fusion driven by deep autoencoder for advanced hyperspectral image unmixing. - Hanachi, Refka; Sellami, Akrem; Farah, Imed Riadh; Mura, Mauro Dalla (Knowl. Based Syst., 2024)

Multi-view graph representation learning for hyperspectral image classification with spectral-spatial graph neural networks. - Hanachi, Refka; Sellami, Akrem; Farah, Imed Riadh; Mura, Mauro Dalla (Neural Comput. Appl., 2024)

Denoising of Geodetic Time Series Using Spatiotemporal Graph Neural Networks: Application to Slow Slip Event Extraction. - Costantino, Giuseppe; Giffard-Roisin, Sophie; Mura, Mauro Dalla; Socquet, Anne (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Neural Koopman Prior for Data Assimilation. - Frion, Anthony; Drumetz, Lucas; Mura, Mauro Dalla; Tochon, Guillaume; Aïssa-El-Bey, Abdeldjalil (IEEE Trans. Signal Process., 2024)

Geometric Deep Learning Techniques for Analyzing Brain 3D Meshes. - Ayad, Mariem; Sellami, Akrem; Farah, Imed Riadh; Mura, Mauro Dalla (2024)

Advanced graph deep learning for High-dimensional image analysis: challenges and opportunities. - Hanachi, Refka; Sellami, Akrem; Farah, Imed Riadh; Mura, Mauro Dalla (2024)

Pattern-Invariant Unrolling for Robust Demosaicking. - Muller, Matthieu; Picone, Daniele; Mura, Mauro Dalla; Ulfarsson, Magnus O. (2024)

Koopman Ensembles for Probabilistic Time Series Forecasting. - Frion, Anthony; Drumetz, Lucas; Tochon, Guillaume; Mura, Mauro Dalla; Aïssa-El-Bey, Abdeldjalil (2024)

Spectro-Spatial Hyperspectral Image Reconstruction From Interferometric Acquisitions. - Picone, Daniele; Jouni, Mohamad; Mura, Mauro Dalla (2024)

Fast and Accurate Sub-Pixel Displacement Estimation from Optical Satellite Images Using a New Hyper-Realistic Earthquake Database and U-Net Architecture. - Montagnon, Tristan; Hollingsworth, James; Pathier, Erwan; Marchandon, Mathilde; Mura, Mauro Dalla; Giffard-Roisin, Sophie (2024)

A Study on Combining a Multi-Aperture Interferometric Imaging Spectrometer with a Multispectral Camera. - Picone, Daniele; Jouni, Mohamad; Mura, Mauro Dalla (2024)

MSF: A Multi-Scale Fusion Generative Adversarial Network for SAR-to-Optical Image Translation. - Chen, Yongkang; Zhu, Zuguo; Huang, Yan; Wang, Peng; Huang, Bo; Mura, Mauro Dalla (2024)

Koopman Ensembles for Probabilistic Time Series Forecasting. - Frion, Anthony; Drumetz, Lucas; Tochon, Guillaume; Mura, Mauro Dalla; Aïssa-El-Bey, Abdeldjalil (CoRR, 2024)

Denoising of Geodetic Time Series Using Spatiotemporal Graph Neural Networks: Application to Slow Slip Event Extraction. - Costantino, Giuseppe; Giffard-Roisin, Sophie; Mura, Mauro Dalla; Socquet, Anne (CoRR, 2024)

Multiple-beam Interference Spectroscopy: Instrument Analysis and Spectrum Reconstruction. - Jouni, Mohamad; Picone, Daniele; Mura, Mauro Dalla (CoRR, 2024)

Unsupervised Sentinel-2 Image Fusion Using a Deep Unrolling Method. - Nguyen, Han V.; Ulfarsson, Magnus O.; Sveinsson, Johannes R.; Mura, Mauro Dalla (IEEE Geosci. Remote. Sens. Lett., 2023)

Regularized Tensor Representative Coefficient Model for Hyperspectral Target Detection. - Shang, Wenting; Jouni, Mohamad; Wu, Zebin; Xu, Yang; Mura, Mauro Dalla; Wei, Zhihui (IEEE Geosci. Remote. Sens. Lett., 2023)

SHCNet: A semi-supervised hypergraph convolutional networks based on relevant feature selection for hyperspectral image classification. - Sellami, Akrem; Farah, Mohamed; Mura, Mauro Dalla (Pattern Recognit. Lett., 2023)

Hyperspectral Anomaly Detection Based on Regularized Background Abundance Tensor Decomposition. - Shang, Wenting; Jouni, Mohamad; Wu, Zebin; Xu, Yang; Mura, Mauro Dalla; Wei, Zhihui (Remote. Sens., 2023)

Joint Demosaicing and Fusion of Multiresolution Coded Acquisitions: A Unified Image Formation and Reconstruction Method. - Picone, Daniele; Mura, Mauro Dalla; Condat, Laurent (IEEE Trans. Computational Imaging, 2023)

MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor Decomposition. - Jouni, Mohamad; Mura, Mauro Dalla; Drumetz, Lucas; Comon, Pierre (IEEE Trans. Geosci. Remote. Sens., 2023)

Physics-Based Fusion of Sentinel-2 and Sentinel-3 for Higher Resolution Vegetation Monitoring. - Kallel, Abdelaziz; Mura, Mauro Dalla; Fakhfakh, Sana; Romdhane, Najmeddine Ben (IEEE Trans. Geosci. Remote. Sens., 2023)

Hyperspectral Anomaly Detection via Sparsity of Core Tensor Under Gradient Domain. - Shang, Wenting; Peng, Jiangjun; Wu, Zebin; Xu, Yang; Jouni, Mohamad; Mura, Mauro Dalla; Wei, Zhihui (IEEE Trans. Geosci. Remote. Sens., 2023)

Learning Sentinel-2 Reflectance Dynamics for Data-Driven Assimilation and Forecasting. - Frion, Anthony; Drumetz, Lucas; Tochon, Guillaume; Mura, Mauro Dalla; Aïssa-El-Bey, Abdeldjalil (2023)

Leveraging Neural Koopman Operators to Learn Continuous Representations of Dynamical Systems from Scarce Data. - Frion, Anthony; Drumetz, Lucas; Mura, Mauro Dalla; Tochon, Guillaume; Aïssa-El-Bey, Abdeldjalil (2023)

Model-Based Spectral Reconstruction Of Interferometric Acquisitions. - Jouni, Mohamad; Picone, Daniele; Mura, Mauro Dalla (2023)

DNGAE: Deep Neighborhood Graph Autoencoder for Robust Blind Hyperspectral Unmixing. - Hanachi, Refka; Sellami, Akrem; Farah, Imed Riadh; Mura, Mauro Dalla (2023)

Characterization of Slow Slip Events from Gnss Data with Deep Learning. - Costantino, Giuseppe; Giffard-Roisin, Sophie; Mura, Mauro Dalla; Socquet, Anne (2023)

Potential of an Embedded Hyperspectral Compressive Imaging System for Remote Sensing Applications. - Lim, Olivier; Mancini, Stéphane; Mura, Mauro Dalla (2023)

A New Deep-Learning Approach for the Sub-Pixel Registration of Satellite Images Containing Sharp Displacement Discontinuities. - Montagnon, Tristan; Hollingsworth, James; Pathier, Erwan; Marchandon, Mathilde; Mura, Mauro Dalla; Giffard-Roisin, Sophie (2023)

Consistency and Ambiguities of Quality No Reference Metric for Pansharpening. - Aimé, Paul; Drumetz, Lucas; Mura, Mauro Dalla; Bajjouk, Touria; Garello, René (2023)

Sure-Ergas: Unsupervised Deep Learning Multispectral and Hyperspectral Image Fusion. - Nguyen, Han V.; Ulfarsson, Magnus O.; Sveinsson, Johannes R.; Mura, Mauro Dalla (2023)

Model-Based Demosaicking for Acquisitions by a Rgbw Color Filter Array. - Muller, Matthieu; Picone, Daniele; Mura, Mauro Dalla; Ulfarsson, Magnus O. (2023)

Leveraging Neural Koopman Operators to Learn Continuous Representations of Dynamical Systems from Scarce Data. - Frion, Anthony; Drumetz, Lucas; Mura, Mauro Dalla; Tochon, Guillaume; Aïssa-El-Bey, Abdeldjalil (CoRR, 2023)

Learning Sentinel-2 reflectance dynamics for data-driven assimilation and forecasting. - Frion, Anthony; Drumetz, Lucas; Tochon, Guillaume; Mura, Mauro Dalla; Aïssa-El-Bey, Abdeldjalil (CoRR, 2023)

Neural Koopman prior for data assimilation. - Frion, Anthony; Drumetz, Lucas; Mura, Mauro Dalla; Tochon, Guillaume; Aïssa-El-Bey, Abdeldjalil (CoRR, 2023)

Feasibility of a Real-Time Embedded Hyperspectral Compressive Sensing Imaging System. - Lim, Olivier; Mancini, Stéphane; Mura, Mauro Dalla (Sensors, 2022)

Deep SURE for Unsupervised Remote Sensing Image Fusion. - Nguyen, Han V.; Ulfarsson, Magnus O.; Sveinsson, Johannes R.; Mura, Mauro Dalla (IEEE Trans. Geosci. Remote. Sens., 2022)

A deep learning approach based on morphological profiles for Hyperspectral Image unmixing. - Ayed, Mariem; Hanachi, Refka; Sellami, Akrem; Farah, Imed Riadh; Mura, Mauro Dalla (2022)

Sub-pixel Optical Satellite Image Registration for Ground Deformation Using Deep Learning. - Montagnon, Tristan; Hollingsworth, James; Pathier, Erwan; Marchandon, Mathilde; Mura, Mauro Dalla; Giffard-Roisin, Sophie (2022)

Hyperspectral Super-Resolution by Unsupervised Convolutional Neural Network and Sure. - Nguyen, Han V.; Ulfarsson, Magnus O.; Sveinsson, Johannes R.; Mura, Mauro Dalla (2022)

ImSPOC: A Novel Compact Hyperspectral Camera for the Monitoring of Atmospheric Gases. - Gousset, Silvère; Picone, Daniele; Coarer, Etienne Le; Rodrigo, J. M.; Voisin, Didier; Croize, Laurence; Ferrec, Yann; Mura, Mauro Dalla (2022)

Multi Spectral-Spatial Gabor Feature Fusion Based On End-To-End Deep Learning For Hyperspectral Image Classification. - Hanachi, Refka; Sellami, Akrem; Farah, Imed Riadh; Mura, Mauro Dalla (2022)

An Introduction to Deep Morphological Networks. - Nogueira, Keiller; Chanussot, Jocelyn; Mura, Mauro Dalla; Santos, Jefersson A. dos (IEEE Access, 2021)

Individual Tree Segmentation Based on Mean Shift and Crown Shape Model for Temperate Forest. - Tusa, Eduardo; Monnet, Jean-Matthieu; Barré, Jean-Baptiste; Mura, Mauro Dalla; Dalponte, Michele; Chanussot, Jocelyn (IEEE Geosci. Remote. Sens. Lett., 2021)

Sub-Pixel Mapping Model Based on Total Variation Regularization and Learned Spatial Dictionary. - Msellmi, Bouthayna; Picone, Daniele; Rabah, Zouhaier Ben; Mura, Mauro Dalla; Farah, Imed Riadh (Remote. Sens., 2021)

Tensor-Based Learning Framework for Automatic Multichannel Volcano-Seismic Classification. - Peixoto, Antonio Augusto Teixeira; Fernandes, Carlos Alexandre Rolim; Lara, Pablo Eduardo Espinoza; Inza, L. Adolfo; Mars, Jérôme I.; Metaxian, Jean-Philippe; Mura, Mauro Dalla; Malfante, Marielle (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

A Benchmarking Protocol for Pansharpening: Dataset, Preprocessing, and Quality Assessment. - Vivone, Gemine; Mura, Mauro Dalla; Garzelli, Andrea; Pacifici, Fabio (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Sentinel-2 Sharpening Using a Single Unsupervised Convolutional Neural Network With MTF-Based Degradation Model. - Nguyen, Han V.; Ulfarsson, Magnus O.; Sveinsson, Johannes R.; Mura, Mauro Dalla (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Capacity and Limits of Multimodal Remote Sensing: Theoretical Aspects and Automatic Information Theory-Based Image Selection. - Chlaily, Saloua; Mura, Mauro Dalla; Chanussot, Jocelyn; Jutten, Christian; Gamba, Paolo; Marinoni, Andrea (IEEE Trans. Geosci. Remote. Sens., 2021)

Hyperspectral Image Classification Based on Mathematical Morphology and Tensor Decomposition. - Jouni, Mohamad; Mura, Mauro Dalla; Comon, Pierre (Math. Morphol. Theory Appl., 2020)

Automatic Multichannel Volcano-Seismic Classification Using Machine Learning and EMD. - Lara, Pablo Eduardo Espinoza; Fernandes, Carlos Alexandre Rolim; Inza, L. Adolfo; Mars, Jérôme I.; Metaxian, Jean-Philippe; Mura, Mauro Dalla; Malfante, Marielle (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Sub-pixel Mapping Method based on Total Variation Minimization and Spectral Dictionary. - Msellmi, Bouthayna; Picone, Daniele; Rabah, Zouhaier Ben; Mura, Mauro Dalla; Farah, Imed Riadh (2020)

Characterisation of a Snapshot Fourier Transform Imaging Spectrometer Based on an Array of Fabry-Perot Interferometers. - Picone, Daniele; Dolet, Aneline; Gousset, Silvère; Voisin, Didier; Mura, Mauro Dalla; Coarer, Etienne Le (2020)

Learning Endmember Dynamics in Multitemporal Hyperspectral Data Using A State-Space Model Formulation. - Drumetz, Lucas; Mura, Mauro Dalla; Tochon, Guillaume; Fablet, Ronan (2020)

Tree of Shapes Cut for Material Segmentation Guided by a Design. - Baderot, Julien; Desvignes, Michel; Condat, Laurent; Mura, Mauro Dalla (2020)

Sub-Pixel Mapping Method Based on K-SVD Dictionary Learning and Total Variation Minimization. - Msellmi, Bouthayna; Picone, Daniele; Rabah, Zouhaier Ben; Mura, Mauro Dalla; Farah, Imed Riadh (2020)

Estimation of Leaf Angle Distribution Based on Statistical Properties of Leaf Shading Distribution. - Uto, Kuniaki; Mura, Mauro Dalla; Sasaki, Yuka; Shinoda, Koichi (2020)

GPU Framework for Change Detection in Multitemporal Hyperspectral Images. - Lopez-Fandino, Javier; Heras, Dora B.; Argüello, Francisco; Mura, Mauro Dalla (Int. J. Parallel Program., 2019)

Snow Cover Estimation From Image Time Series Based on Spectral Unmixing. - Masson, Théo; Mura, Mauro Dalla; Dumont, Marie; Chanussot, Jocelyn (IEEE Geosci. Remote. Sens. Lett., 2019)

Braids of partitions for the hierarchical representation and segmentation of multimodal images. - Tochon, Guillaume; Mura, Mauro Dalla; Veganzones, Miguel Angel; Géraud, Thierry; Chanussot, Jocelyn (Pattern Recognit., 2019)

Soft-Then-Hard Super-Resolution Mapping Based on Pansharpening Technique for Remote Sensing Image. - Wang, Peng; Mura, Mauro Dalla; Chanussot, Jocelyn; Zhang, Gong (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Foreword to the Special Issue on Recent Advances in Processing of High-Spatial-Resolution Remote Sensing Data. - Huang, Xin; Zhu, X. X.; Dell'Acqua, Fabio; Fauvel, Mathieu; Mura, Mauro Dalla; Lombardini, Fabrizio (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Superresolution Land Cover Mapping Based on Pixel-, Subpixel-, and Superpixel-Scale Spatial Dependence With Pansharpening Technique. - Wang, Peng; Zhang, Lei; Zhang, Gong; Bi, Hui; Mura, Mauro Dalla; Chanussot, Jocelyn (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Pansharpening Based on Deconvolution for Multiband Filter Estimation. - Vivone, Gemine; Addesso, Paolo; Restaino, Rocco; Mura, Mauro Dalla; Chanussot, Jocelyn (IEEE Trans. Geosci. Remote. Sens., 2019)

Sentinel-2 Sharpening Using a Reduced-Rank Method. - Ulfarsson, Magnus O.; Palsson, Frosti; Mura, Mauro Dalla; Sveinsson, Johannes R. (IEEE Trans. Geosci. Remote. Sens., 2019)

Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks. - Nogueira, Keiller; Mura, Mauro Dalla; Chanussot, Jocelyn; Schwartz, William Robson; Santos, Jefersson Alex dos (IEEE Trans. Geosci. Remote. Sens., 2019)

Hyperspectral Image Classification Using Tensor CP Decomposition. - Jouni, Mohamad; Mura, Mauro Dalla; Comon, Pierre (2019)

Isotropic Total Variation Minimization for Sub-Pixel Mapping. - Msellmi, Bouthayna; Picone, Daniele; Mura, Mauro Dalla; Rabah, Zouhaier Ben; Farah, Imed Riadh (2019)

Estimation of Diffuse Component of Global Radiation Based on Leaf-Scale Crop Images. - Uto, Kuniaki; Mura, Mauro Dalla; Chanussot, Jocelyn; Shinoda, Koichi (2019)

Constructing a Braid of Partitions from Hierarchies of Partitions. - Tochon, Guillaume; Mura, Mauro Dalla; Chanussot, Jocelyn (2019)

Classification of Hyperspectral Images as Tensors Using Nonnegative CP Decomposition. - Jouni, Mohamad; Mura, Mauro Dalla; Comon, Pierre (2019)

Contact Based Hierarchical Segmentation for Granular Materials. - Okubadejo, Olumide; Andò, Edward; Bonnaud, Laurent; Viggiani, Gioacchino; Mura, Mauro Dalla (2019)

Spatial Characterization Of Marine Vegetation Using Semisupervised Hyperspectral Unmixing. - Bajjouk, Touria; Zarati, Ichrak; Drumetz, Lucas; Mura, Mauro Dalla (2019)

An Introduction to Deep Morphological Networks. - Nogueira, Keiller; Chanussot, Jocelyn; Mura, Mauro Dalla; Schwartz, William Robson; Santos, Jefersson A. dos (CoRR, 2019)

An Assessment of Existing Methodologies to Retrieve Snow Cover Fraction from MODIS Data. - Masson, Théo; Dumont, Marie; Mura, Mauro Dalla; Sirguey, Pascal; Gascoin, Simon; Dedieu, Jean-Pierre; Chanussot, Jocelyn (Remote. Sens., 2018)

Machine Learning for Volcano-Seismic Signals: Challenges and Perspectives. - Malfante, Marielle; Mura, Mauro Dalla; Metaxian, Jean-Philippe; Mars, Jérôme I.; Macedo, Orlando; Inza, L. Adolfo (IEEE Signal Process. Mag., 2018)

Low-Rank Decomposition and Total Variation Regularization of Hyperspectral Video Sequences. - Xu, Yang; Wu, Zebin; Chanussot, Jocelyn; Mura, Mauro Dalla; Bertozzi, Andrea L.; Wei, Zhihui (IEEE Trans. Geosci. Remote. Sens., 2018)

A Variational Pansharpening Approach Based on Reproducible Kernel Hilbert Space and Heaviside Function. - Deng, Liang-Jian; Vivone, Gemine; Guo, Weihong; Mura, Mauro Dalla; Chanussot, Jocelyn (IEEE Trans. Image Process., 2018)

Some Issues in Computing the CP Decomposition of NonNegative Tensors. - Jouni, Mohamad; Mura, Mauro Dalla; Comon, Pierre (2018)

Image Fusion and Reconstruction of Compressed Data: A Joint Approach. - Picone, Daniele; Condat, Laurent; Cotte, Florian; Mura, Mauro Dalla (2018)

Spatial Resolution Enhancement of Optical Images Based on Tensor Decomposition. - Uto, Kuniaki; Mura, Mauro Dalla; Chanussot, Jocelyn (2018)

A Low-Rank Method for Sentinel-2 Sharpening Using Cyclic Descent. - Ulfarsson, Magnus O.; Mura, Mauro Dalla (2018)

Dynamic Multi-Scale Semantic Segmentation based on Dilated Convolutional Networks. - Nogueira, Keiller; Mura, Mauro Dalla; Chanussot, Jocelyn; Schwartz, William Robson; Santos, Jefersson A. dos (CoRR, 2018)

Band Assignment Approaches for Hyperspectral Sharpening. - Picone, Daniele; Restaino, Rocco; Vivone, Gemine; Addesso, Paolo; Mura, Mauro Dalla; Chanussot, Jocelyn (IEEE Geosci. Remote. Sens. Lett., 2017)

Using Multiple Subpixel Shifted Images With Spatial-Spectral Information in Soft-Then-Hard Subpixel Mapping. - Wang, Peng; Wang, Liguo; Mura, Mauro Dalla; Chanussot, Jocelyn (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Context-Adaptive Pansharpening Based on Image Segmentation. - Restaino, Rocco; Mura, Mauro Dalla; Vivone, Gemine; Chanussot, Jocelyn (IEEE Trans. Geosci. Remote. Sens., 2017)

Object Tracking by Hierarchical Decomposition of Hyperspectral Video Sequences: Application to Chemical Gas Plume Tracking. - Tochon, Guillaume; Chanussot, Jocelyn; Mura, Mauro Dalla; Bertozzi, Andrea L. (IEEE Trans. Geosci. Remote. Sens., 2017)

Evaluation of the New Information in the H/α Feature Space Provided by ICA in PolSAR Data Analysis. - Pralon, Leandro; Vasile, Gabriel; Mura, Mauro Dalla; Chanussot, Jocelyn (IEEE Trans. Geosci. Remote. Sens., 2017)

Multimorphological Superpixel Model for Hyperspectral Image Classification. - Liu, Tianzhu; Gu, Yanfeng; Chanussot, Jocelyn; Mura, Mauro Dalla (IEEE Trans. Geosci. Remote. Sens., 2017)

Automatic Attribute Profiles. - Cavallaro, Gabriele; Falco, Nicola; Mura, Mauro Dalla; Benediktsson, Jón Atli (IEEE Trans. Image Process., 2017)

Machine learning for automatic classification of volcano-seismic signatures. - Malfante, Marielle; Mura, Mauro Dalla; Mars, Jérôme I.; Metaxian, Jean-Philippe (2017)

A comparison between real and complex Schott spherical symmetry test for PolSAR data analysis. - Pralon, Leandro; Vasile, Gabriel; Mura, Mauro Dalla; Chanussot, Jocelyn (2017)

A variational pansharpening approach based on reproducible kernel Hilbert space and heaviside function. - Deng, Liang-Jian; Vivone, Gemine; Guo, Weihong; Mura, Mauro Dalla; Chanussot, Jocelyn (2017)

Hyperspectral image inpainting based on collaborative total variation. - Addesso, Paolo; Mura, Mauro Dalla; Condat, Laurent; Restaino, Rocco; Vivone, Gemine; Picone, Daniele; Chanussot, Jocelyn (2017)

Using time series to improve endmembers estimation on multispectral images for snow monitoring. - Masson, Théo; Mura, Mauro Dalla; Dumont, Marie; Chanussot, Jocelyn (2017)

Tree-based supervised feature extraction method based on self-dual attribute profiles. - Cavallaro, Gabriele; Mura, Mauro Dalla; Riedel, Morris; Benediktsson, Jón Atli (2017)

Collaborative total variation for hyperspectral pansharpening. - Addesso, Paolo; Mura, Mauro Dalla; Condat, Laurent; Restaino, Rocco; Vivone, Gemine; Picone, Daniele; Chanussot, Jocelyn (2017)

Information extraction by blind source separation from polarimetric SAR data. - Pralon, Leandro; Vasile, Gabriel; Mura, Mauro Dalla; Chanussot, Jocelyn (2017)

Attribute Profiles from Partitioning Trees. - Bosilj, Petra; Damodaran, Bharath Bhushan; Aptoula, Erchan; Mura, Mauro Dalla; Lefèvre, Sébastien (2017)

A comparative noise robustness study of tree representations for attribute profile construction. - Koc, Safak Guner; Aptoula, Erchan; Bosilj, Petra; Damodaran, Bharath Bhushan; Mura, Mauro Dalla; Lefèvre, Sébastien (2017)

Combining Morphological Attribute Profiles via an Ensemble Method for Hyperspectral Image Classification. - Bao, Rui; Xia, Junshi; Mura, Mauro Dalla; Du, Peijun; Chanussot, Jocelyn; Ren, Jinchang (IEEE Geosci. Remote. Sens. Lett., 2016)

Special issue on multimodal data fusion for multidimensional signal processing. - Ren, Jinchang; Han, Junwei; Mura, Mauro Dalla (Multidimens. Syst. Signal Process., 2016)

Multi-resolution analysis techniques and nonlinear PCA for hybrid pansharpening applications. - Licciardi, Giorgio; Vivone, Gemine; Mura, Mauro Dalla; Restaino, Rocco; Chanussot, Jocelyn (Multidimens. Syst. Signal Process., 2016)

Fusion of Spectral and Spatial Information for Classification of Hyperspectral Remote-Sensed Imagery by Local Graph. - Liao, Wenzhi; Mura, Mauro Dalla; Chanussot, Jocelyn; Pizurica, Aleksandra (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Morphological Attribute Profiles With Partial Reconstruction. - Liao, Wenzhi; Mura, Mauro Dalla; Chanussot, Jocelyn; Bellens, Rik; Philips, Wilfried (IEEE Trans. Geosci. Remote. Sens., 2016)

Multiple Morphological Component Analysis Based Decomposition for Remote Sensing Image Classification. - Xu, Xiang; Li, Jun; Huang, Xin; Mura, Mauro Dalla; Plaza, Antonio (IEEE Trans. Geosci. Remote. Sens., 2016)

Vector Attribute Profiles for Hyperspectral Image Classification. - Aptoula, Erchan; Mura, Mauro Dalla; Lefèvre, Sébastien (IEEE Trans. Geosci. Remote. Sens., 2016)

Remote Sensing Image Classification Using Attribute Filters Defined Over the Tree of Shapes. - Cavallaro, Gabriele; Mura, Mauro Dalla; Benediktsson, Jón Atli; Plaza, Antonio J. (IEEE Trans. Geosci. Remote. Sens., 2016)

Hyperspectral Local Intrinsic Dimensionality. - Drumetz, Lucas; Veganzones, Miguel Angel; Gomez, Ruben Marrero; Tochon, Guillaume; Mura, Mauro Dalla; Licciardi, Giorgio A.; Jutten, Christian; Chanussot, Jocelyn (IEEE Trans. Geosci. Remote. Sens., 2016)

Spherical Symmetry of Complex Stochastic Models in Multivariate High-Resolution PolSAR Images. - Pralon, Leandro; Vasile, Gabriel; Mura, Mauro Dalla; Anghel, Andrei; Chanussot, Jocelyn (IEEE Trans. Geosci. Remote. Sens., 2016)

Evaluation of ICA-Based ICTD for PolSAR Data Analysis Using a Sliding Window Approach: Convergence Rate, Gaussian Sources, and Spatial Correlation. - Pralon, Leandro; Vasile, Gabriel; Mura, Mauro Dalla; Chanussot, Jocelyn; Besic, Nikola (IEEE Trans. Geosci. Remote. Sens., 2016)

Fusion of Multispectral and Panchromatic Images Based on Morphological Operators. - Restaino, Rocco; Vivone, Gemine; Mura, Mauro Dalla; Chanussot, Jocelyn (IEEE Trans. Image Process., 2016)

GAS plume detection in hyperspectral video sequence using low rank representation. - Xu, Yang; Wu, Zebin; Wei, Zhihui; Mura, Mauro Dalla; Chanussot, Jocelyn; Bertozzi, Andrea L. (2016)

Learning to semantically segment high-resolution remote sensing images. - Nogueira, Keiller; Mura, Mauro Dalla; Chanussot, Jocelyn; Schwartz, William Robson; Santos, Jefersson A. dos (2016)

LiDAR information extraction by attribute filters with partial reconstruction. - Liao, Wenzhi; Mura, Mauro Dalla; Huang, Xin; Chanussot, Jocelyn; Gautama, Sidharta; Scheunders, Paul; Philips, Wilfried (2016)

Region-based classification of remote sensing images with the morphological tree of shapes. - Cavallaro, Gabriele; Mura, Mauro Dalla; Carlinet, Edwin; Géraud, Thierry; Falco, Nicola; Benediktsson, Jón Atli (2016)

Thermal sharpening of VIIRS data. - Picaro, Giuseppe; Addesso, Paolo; Restaino, Rocco; Vivone, Gemine; Picone, Daniele; Mura, Mauro Dalla (2016)

Hyperspectral pansharpening using convex optimization and collaborative total variation regularization. - Addesso, Paolo; Mura, Mauro Dalla; Condat, Laurent; Restaino, Rocco; Vivone, Gemine; Picone, Daniele; Chanussot, Jocelyn (2016)

Snow cover estimation based on spectral unmixing. - Masson, Théo; Mura, Mauro Dalla; Dumont, Marie; Sirguey, Pascal; Veganzones, Miguel Angel; Chanussot, Jocelyn; Dedieu, Jean-Pierre (2016)

Multispectral and hyperspectral data fusion based on SAM minimization band assignment approach. - Picone, Daniele; Restaino, Rocco; Vivone, Gemine; Addesso, Paolo; Mura, Mauro Dalla; Chanussot, Jocelyn (2016)

From local to global unmixing of hyperspectral images to reveal spectral variability. - Tochon, Guillaume; Drumetz, Lucas; Veganzones, Miguel Angel; Mura, Mauro Dalla; Chanussot, Jocelyn (2016)

Unmixing-based gas plume tracking in LWIR hyperspectral video sequences. - Tochon, Guillaume; Pauwels, Delphine; Mura, Mauro Dalla; Chanussot, Jocelyn (2016)

Analyzing Remote Sensing Images with Hierarchial Morphological Representations. - Cavallaro, Gabriele; Mura, Mauro Dalla; Benediktsson, Jón Atli (2016)

Semiautomatic classification of cementitious materials using scanning electron microscope images. - Drumetz, Lucas; Mura, Mauro Dalla; Meulenyzer, Samuel; Lombard, Sébastien; Chanussot, Jocelyn (J. Electronic Imaging, 2015)

A Pansharpening Method Based on the Sparse Representation of Injected Details. - Vicinanza, Maria Rosaria; Restaino, Rocco; Vivone, Gemine; Mura, Mauro Dalla; Chanussot, Jocelyn (IEEE Geosci. Remote. Sens. Lett., 2015)

Analysis of Multitemporal Classification Techniques for Forecasting Image Time Series. - Flamary, Rémi; Fauvel, Mathieu; Mura, Mauro Dalla; Valero, Silvia (IEEE Geosci. Remote. Sens. Lett., 2015)

Extended Self-Dual Attribute Profiles for the Classification of Hyperspectral Images. - Cavallaro, Gabriele; Mura, Mauro Dalla; Benediktsson, Jón Atli; Bruzzone, Lorenzo (IEEE Geosci. Remote. Sens. Lett., 2015)

Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing. - Mura, Mauro Dalla; Prasad, Saurabh; Pacifici, Fabio; Gamba, Paolo; Chanussot, Jocelyn; Benediktsson, Jón Atli (Proc. IEEE, 2015)

Foreword to the Special Issue on Information Extraction From High-Spatial-Resolution Optical Remotely Sensed Imagery. - Huang, Xin; Fauvel, Mathieu; Mura, Mauro Dalla; Zhang, Liangpei (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Pansharpening Based on Semiblind Deconvolution. - Vivone, Gemine; Simões, Miguel; Mura, Mauro Dalla; Restaino, Rocco; Bioucas-Dias, José M.; Licciardi, Giorgio; Chanussot, Jocelyn (IEEE Trans. Geosci. Remote. Sens., 2015)

A Survey on Spectral-Spatial Classification Techniques Based on Attribute Profiles. - Ghamisi, Pedram; Mura, Mauro Dalla; Benediktsson, Jón Atli (IEEE Trans. Geosci. Remote. Sens., 2015)

A Critical Comparison Among Pansharpening Algorithms. - Vivone, Gemine; Alparone, Luciano; Chanussot, Jocelyn; Mura, Mauro Dalla; Garzelli, Andrea; Licciardi, Giorgio; Restaino, Rocco; Wald, Lucien (IEEE Trans. Geosci. Remote. Sens., 2015)

Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles. - Xia, Junshi; Mura, Mauro Dalla; Chanussot, Jocelyn; Du, Peijun; He, Xiyan (IEEE Trans. Geosci. Remote. Sens., 2015)

An analysis of collaborative representation schemes for the classification of hyperspectral images. - Mura, Mauro Dalla; Bioucas-Dias, José M.; Chanussot, Jocelyn (2015)

Global and local Gram-Schmidt methods for hyperspectral pansharpening. - Mura, Mauro Dalla; Vivone, Gemine; Restaino, Rocco; Addesso, Paolo; Chanussot, Jocelyn (2015)

Multi-band semiblind deconvolution for pansharpening applications. - Vivone, Gemine; Restaino, Rocco; Mura, Mauro Dalla; Chanussot, Jocelyn (2015)

Remote sensing image classification based on multiple morphological component analysis. - Xu, Xiang; Li, Jun; Mura, Mauro Dalla (2015)

Automatic morphological attribute profiles. - Cavallaro, Gabriele; Mura, Mauro Dalla; Falco, Nicola; Benediktsson, Jón Atli (2015)

Evaluation of ICA based ICTD for PolSAR data analysis in tropical forest scenario. - Pralon, Leandro; Vasile, Gabriel; Mura, Mauro Dalla; Chanussot, Jocelyn; Besic, Nikola (2015)

A Pansharpening Algorithm Based on Morphological Filters. - Restaino, Rocco; Vivone, Gemine; Mura, Mauro Dalla; Chanussot, Jocelyn (2015)

Automatic Threshold Selection for Profiles of Attribute Filters Based on Granulometric Characteristic Functions. - Cavallaro, Gabriele; Falco, Nicola; Mura, Mauro Dalla; Bruzzone, Lorenzo; Benediktsson, Jón Atli (2015)

Segmentation of Multimodal Images Based on Hierarchies of Partitions. - Tochon, Guillaume; Mura, Mauro Dalla; Chanussot, Jocelyn (2015)

Binary Partition Trees-Based Spectral-Spatial Permutation Ordering. - Veganzones, Miguel Angel; Mura, Mauro Dalla; Tochon, Guillaume; Chanussot, Jocelyn (2015)

Processing high resolution images of urban areas with self-dual attribute filters. - Cavallaro, Gabriele; Mura, Mauro Dalla; Benediktsson, Jón Atli (2015)

Spectral-Spatial Classification of Multispectral Images Using Kernel Feature Space Representation. - Bernabé, Sergio; Marpu, Prashanth Reddy; Plaza, Antonio; Mura, Mauro Dalla; Benediktsson, Jón Atli (IEEE Geosci. Remote. Sens. Lett., 2014)

Contrast and Error-Based Fusion Schemes for Multispectral Image Pansharpening. - Vivone, Gemine; Restaino, Rocco; Mura, Mauro Dalla; Licciardi, Giorgio; Chanussot, Jocelyn (IEEE Geosci. Remote. Sens. Lett., 2014)

Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification. - Huang, Xin; Guan, Xuehua; Benediktsson, Jón Atli; Zhang, Liangpei; Li, Jun; Plaza, Antonio; Mura, Mauro Dalla (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles. - Song, Benqin; Li, Jun; Mura, Mauro Dalla; Li, Peijun; Plaza, Antonio; Bioucas-Dias, José M.; Benediktsson, Jón Atli; Chanussot, Jocelyn (IEEE Trans. Geosci. Remote. Sens., 2014)

Automatic Feature Learning for Spatio-Spectral Image Classification With Sparse SVM. - Tuia, Devis; Volpi, Michele; Mura, Mauro Dalla; Rakotomamonjy, Alain; Flamary, Rémi (IEEE Trans. Geosci. Remote. Sens., 2014)

Hyperspectral Image Segmentation Using a New Spectral Unmixing-Based Binary Partition Tree Representation. - Veganzones, Miguel Angel; Tochon, Guillaume; Mura, Mauro Dalla; Plaza, Antonio J.; Chanussot, Jocelyn (IEEE Trans. Image Process., 2014)

Challenges and opportunities of multimodality and Data Fusion in Remote Sensing. - Mura, Mauro Dalla; Prasad, Saurabh; Pacifici, Fabio; Gamba, Paolo; Chanussot, Jocelyn (2014)

Context-adaptive Pansharpening based on binary partition tree segmentation. - Mura, Mauro Dalla; Vivone, Gemine; Restaino, Rocco; Chanussot, Jocelyn (2014)

Selective and robust d-dimensional path operators. - Cokelaer, François; Mura, Mauro Dalla; Talbot, Hugues; Chanussot, Jocelyn (2014)

A critical comparison of pansharpening algorithms. - Vivone, Gemine; Alparone, Luciano; Chanussot, Jocelyn; Mura, Mauro Dalla; Garzelli, Andrea; Licciardi, Giorgio; Restaino, Rocco; Wald, Lucien (2014)

A comparison of self-dual attribute profiles based on different filter rules for classification. - Cavallaro, Gabriele; Mura, Mauro Dalla; Benediktsson, Jón Atli; Bruzzone, Lorenzo (2014)

A method for improving the consistency property of pansharpening algorithms. - Vicinanza, Maria Rosaria; Restaino, Rocco; Vivone, Gemine; Mura, Mauro Dalla; Licciardi, Giorgio; Chanussot, Jocelyn (2014)

MultiResolution Analysis and Component Substitution techniques for hyperspectral Pansharpening. - Vivone, Gemine; Restaino, Rocco; Licciardi, Giorgio; Mura, Mauro Dalla; Chanussot, Jocelyn (2014)

Improved subpixel monitoring of seasonal snow cover: A case study in the Alps. - Veganzones, Miguel Angel; Mura, Mauro Dalla; Dumont, Marie; Zin, Isabella; Chanussot, Jocelyn (2014)

Robust path opening versus path opening for the detection of hedgerows in rural landscapes. - Fauvel, Mathieu; Planque, Carole; Sheeren, David; Mura, Mauro Dalla; Cokelaer, François; Chanussov, J.; Talbot, Hugues (2014)

Binary partition tree-based local spectral unmixing. - Drumetz, Lucas; Veganzones, Miguel Angel; Marrero, Ruben; Tochon, Guillaume; Mura, Mauro Dalla; Plaza, Antonio; Chanussot, Jocelyn (2014)

Gas plume detection and tracking in hyperspectral video sequences using Binary Partition Trees. - Tochon, Guillaume; Chanussot, Jocelyn; Gilles, Jérôme; Mura, Mauro Dalla; Chang, Jen-Mei; Bertozzi, Andrea L. (2014)

A new extended linear mixing model to address spectral variability. - Veganzones, Miguel Angel; Drumetz, Lucas; Tochon, Guillaume; Mura, Mauro Dalla; Plaza, Antonio; Bioucas-Dias, José M.; Chanussot, Jocelyn (2014)

Automatic Generation of Standard Deviation Attribute Profiles for Spectral-Spatial Classification of Remote Sensing Data. - Marpu, Prashanth Reddy; Pedergnana, Mattia; Mura, Mauro Dalla; Benediktsson, Jón Atli; Bruzzone, Lorenzo (IEEE Geosci. Remote. Sens. Lett., 2013)

Change Detection in VHR Images Based on Morphological Attribute Profiles. - Falco, Nicola; Mura, Mauro Dalla; Bovolo, Francesca; Benediktsson, Jón Atli; Bruzzone, Lorenzo (IEEE Geosci. Remote. Sens. Lett., 2013)

A Novel Technique for Optimal Feature Selection in Attribute Profiles Based on Genetic Algorithms. - Pedergnana, Mattia; Marpu, Prashanth Reddy; Mura, Mauro Dalla; Benediktsson, Jón Atli; Bruzzone, Lorenzo (IEEE Trans. Geosci. Remote. Sens., 2013)

Hyperspectral image segmentation using a new spectral mixture-based binary partition tree representation. - Veganzones, Miguel Angel; Tochon, Guillaume; Mura, Mauro Dalla; Plaza, Antonio J.; Chanussot, Jocelyn (2013)

Create the relevant spatial filterbank in the hyperspectral jungle. - Tuia, Devis; Volpi, Michele; Mura, Mauro Dalla; Rakotomamonjy, Alain; Flamary, Rémi (2013)

A comparison study between windowing and binary partition trees for hyperspectral image information mining. - Veganzones, Miguel Angel; Tochon, Guillaume; Mura, Mauro Dalla; Plaza, Antonio J.; Chanussot, Jocelyn (2013)

Geo-positional Image Forensics through Scene-terrain Registration. - Chippendale, Paul; Zanin, Michele; Mura, Mauro Dalla (2013)

Classification of Remote Sensing Optical and LiDAR Data Using Extended Attribute Profiles. - Pedergnana, Mattia; Marpu, Prashanth Reddy; Mura, Mauro Dalla; Benediktsson, Jón Atli; Bruzzone, Lorenzo (IEEE J. Sel. Top. Signal Process., 2012)

Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments. - Licciardi, Giorgio A.; Villa, Alberto; Mura, Mauro Dalla; Bruzzone, Lorenzo; Chanussot, Jocelyn; Benediktsson, Jón Atli (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

Intensity and affine invariant statistic-based image matching. - Lecca, Michela; Mura, Mauro Dalla (2012)

Discovering relevant spatial filterbanks for VHR image classification. - Tuia, Devis; Mura, Mauro Dalla; Volpi, Michele; Flamary, Rémi; Rakotomamonjy, Alain (2012)

Feature preserving method for creating visual appearance models and virtual views from collective images. - Zanin, Michele; Andreatta, Claudio; Chippendale, Paul; Mura, Mauro Dalla; Remondino, Fabio (2012)

A novel supervised feature selection technique based on genetic algorithms. - Pedergnana, Mattia; Marpu, Prashanth Reddy; Mura, Mauro Dalla; Benediktsson, Jón Atli; Bruzzone, Lorenzo (2012)

Augmented reality: Fusing the real and synthetic worlds. - Mura, Mauro Dalla; Zanin, Michele; Andreatta, Claudio; Chippendale, Paul (2012)

Real-world DEM harmonisation through photo re-projection. - Chippendale, Paul; Mura, Mauro Dalla; Zanin, Michele (2012)

Classification of hyperspectral images based on weighted DMPS. - Aytekin, Örsan; Mura, Mauro Dalla; Ulusoy, Ilkay; Benediktsson, Jón Atli (2012)

Advanced Techniques based on Mathematical Morphology for the Analysis of Remote Sensing Images. - Mura, Mauro Dalla (2011)

Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis. - Mura, Mauro Dalla; Villa, Alberto; Benediktsson, Jón Atli; Chanussot, Jocelyn; Bruzzone, Lorenzo (IEEE Geosci. Remote. Sens. Lett., 2011)

A general approach to the spatial simplification of remote sensing images based on morphological connected filters. - Mura, Mauro Dalla; Benediktsson, Jón Atli; Bruzzone, Lorenzo (2011)

Classification using Extended Morphological Attribute Profiles based on different feature extraction techniques. - Peeters, Stijn; Marpu, Prashanth Reddy; Benediktsson, Jón Atli; Mura, Mauro Dalla (2011)

Hierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees. - Benediktsson, Jón Atli; Bruzzone, Lorenzo; Chanussot, Jocelyn; Mura, Mauro Dalla; Salembier, Philippe; Valero, Silvia (2011)

Self-dual Attribute Profiles for the Analysis of Remote Sensing Images. - Mura, Mauro Dalla; Benediktsson, Jón Atli; Bruzzone, Lorenzo (2011)

Morphological Attribute Profiles for the Analysis of Very High Resolution Images. - Mura, Mauro Dalla; Benediktsson, Jón Atli; Waske, Björn; Bruzzone, Lorenzo (IEEE Trans. Geosci. Remote. Sens., 2010)

Classification of hyperspectral images with Extended Attribute Profiles and feature extraction techniques. - Mura, Mauro Dalla; Benediktsson, Jón Atli; Bruzzone, Lorenzo (2010)

Classification of hyperspectral images by using morphological attribute filters and Independent Component Analysis. - Mura, Mauro Dalla; Villa, Alberto; Benediktsson, Jón Atli; Chanussot, Jocelyn; Bruzzone, Lorenzo (2010)

Morphological Attribute Filters for the Analysis of Very High Resolution Remote Sensing Images. - Mura, Mauro Dalla; Benediktsson, Jón Atli; Waske, Björn; Bruzzone, Lorenzo (2009)

An Unsupervised Technique Based on Morphological Filters for Change Detection in Very High Resolution Images. - Mura, Mauro Dalla; Benediktsson, Jón Atli; Bovolo, Francesca; Bruzzone, Lorenzo (IEEE Geosci. Remote. Sens. Lett., 2008)