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

Morphological Attribute Filters for the Analysis of Very High Resolution Remote Sensing Images. - Mauro Dalla Mura; Jón Atli Benediktsson; Björn Waske; Lorenzo Bruzzone (IGARSS (3), 2009)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Classification of Remote Sensing Optical and LiDAR Data Using Extended Attribute Profiles. - Mattia Pedergnana; Prashanth Reddy Marpu; Mauro Dalla Mura; Jón Atli Benediktsson; Lorenzo Bruzzone (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. - Giorgio A. Licciardi; Alberto Villa; Mauro Dalla Mura; Lorenzo Bruzzone; Jocelyn Chanussot; Jón Atli Benediktsson (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

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

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

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

Geo-positional Image Forensics through Scene-terrain Registration. - Paul Chippendale; Michele Zanin; Mauro Dalla Mura (VISAPP (2), 2013)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification. - Xin Huang 002; Xuehua Guan; Jón Atli Benediktsson; Liangpei Zhang 001; Jun Li 009; Antonio Plaza; Mauro Dalla Mura (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles. - Benqin Song; Jun Li 009; Mauro Dalla Mura; Peijun Li; Antonio Plaza; José M. Bioucas-Dias; Jón Atli Benediktsson; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2014)

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

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

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

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

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

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

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

Remote sensing image classification based on multiple morphological component analysis. - Xiang Xu 002; Jun Li 009; Mauro Dalla Mura (IGARSS, 2015)

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

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

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

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

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

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

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

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

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

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

Foreword to the Special Issue on Information Extraction From High-Spatial-Resolution Optical Remotely Sensed Imagery. - Xin Huang 002; Mathieu Fauvel; Mauro Dalla Mura; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

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

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

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

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

Analyzing Remote Sensing Images with Hierarchial Morphological Representations. - Gabriele Cavallaro; Mauro Dalla Mura; Jón Atli Benediktsson (Handbook of Pattern Recognition and Computer Vision, 2016)

GAS plume detection in hyperspectral video sequence using low rank representation. - Yang Xu 006; Zebin Wu 001; Zhihui Wei; Mauro Dalla Mura; Jocelyn Chanussot; Andrea L. Bertozzi (ICIP, 2016)

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

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

LiDAR information extraction by attribute filters with partial reconstruction. - Wenzhi Liao; Mauro Dalla Mura; Xin Huang 002; Jocelyn Chanussot; Sidharta Gautama; Paul Scheunders; Wilfried Philips (IGARSS, 2016)

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

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

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

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

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

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

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

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

Special issue on multimodal data fusion for multidimensional signal processing. - Jinchang Ren; Junwei Han 001; Mauro Dalla Mura (Multidimens. Syst. Signal Process., 2016)

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

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

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

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

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

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

Multiple Morphological Component Analysis Based Decomposition for Remote Sensing Image Classification. - Xiang Xu 002; Jun Li 009; Xin Huang 002; Mauro Dalla Mura; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2016)

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

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

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

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

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

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

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

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

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

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

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

Using Multiple Subpixel Shifted Images With Spatial-Spectral Information in Soft-Then-Hard Subpixel Mapping. - Peng Wang 030; Liguo Wang 001; Mauro Dalla Mura; Jocelyn Chanussot (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

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

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

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

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

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

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

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

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

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

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

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

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

Low-Rank Decomposition and Total Variation Regularization of Hyperspectral Video Sequences. - Yang Xu 006; Zebin Wu 001; Jocelyn Chanussot; Mauro Dalla Mura; Andrea L. Bertozzi; Zhihui Wei (IEEE Trans. Geosci. Remote. Sens., 2018)

A Variational Pansharpening Approach Based on Reproducible Kernel Hilbert Space and Heaviside Function. - Liang-Jian Deng; Gemine Vivone; Weihong Guo 002; Mauro Dalla Mura; Jocelyn Chanussot (IEEE Trans. Image Process., 2018)

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

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

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

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

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

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

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

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

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

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

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

Foreword to the Special Issue on Recent Advances in Processing of High-Spatial-Resolution Remote Sensing Data. - Xin Huang 002; X. X. Zhu; Fabio Dell'Acqua; Mathieu Fauvel; Mauro Dalla Mura; Fabrizio Lombardini (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Soft-Then-Hard Super-Resolution Mapping Based on Pansharpening Technique for Remote Sensing Image. - Peng Wang 030; Mauro Dalla Mura; Jocelyn Chanussot; Gong Zhang 002 (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. - Peng Wang 030; Lei Zhang 113; Gong Zhang 002; Hui Bi 001; Mauro Dalla Mura; Jocelyn Chanussot (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

A Benchmarking Protocol for Pansharpening: Dataset, Preprocessing, and Quality Assessment. - Gemine Vivone; Mauro Dalla Mura; Andrea Garzelli; Fabio Pacifici (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. - Saloua Chlaily; Mauro Dalla Mura; Jocelyn Chanussot; Christian Jutten; Paolo Gamba; Andrea Marinoni (IEEE Trans. Geosci. Remote. Sens., 2021)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Regularized Tensor Representative Coefficient Model for Hyperspectral Target Detection. - Wenting Shang; Mohamad Jouni; Zebin Wu 001; Yang Xu 006; Mauro Dalla Mura; Zhihui Wei (IEEE Geosci. Remote. Sens. Lett., 2023)

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

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

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

Hyperspectral Anomaly Detection via Sparsity of Core Tensor Under Gradient Domain. - Wenting Shang; Jiangjun Peng; Zebin Wu 001; Yang Xu 006; Mohamad Jouni; Mauro Dalla Mura; Zhihui Wei (IEEE Trans. Geosci. Remote. Sens., 2023)

SHCNet: A semi-supervised hypergraph convolutional networks based on relevant feature selection for hyperspectral image classification. - Akrem Sellami; Mohamed Farah 001; Mauro Dalla Mura (Pattern Recognit. Lett., 2023)

Hyperspectral Anomaly Detection Based on Regularized Background Abundance Tensor Decomposition. - Wenting Shang; Mohamad Jouni; Zebin Wu 001; Yang Xu 006; Mauro Dalla Mura; Zhihui Wei (Remote. Sens., 2023)

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

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

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

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

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

MSF: A Multi-Scale Fusion Generative Adversarial Network for SAR-to-Optical Image Translation. - Yongkang Chen; Zuguo Zhu; Yan Huang; Peng Wang 030; Bo Huang 001; Mauro Dalla Mura (IGARSS, 2024)

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

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

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

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

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

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

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

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

VOGTNet: Variational Optimization-Guided Two-Stage Network for Multispectral and Panchromatic Image Fusion. - Peng Wang 030; Zhongchen He; Bo Huang 001; Mauro Dalla Mura; Henry Leung; Jocelyn Chanussot (IEEE Trans. Neural Networks Learn. Syst., 2025)