Mauro Dalla Mura

According to our database, Mauro Dalla Mura authored at least 174 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

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

Koopman Ensembles for Probabilistic Time Series Forecasting.

Anthony Frion, Lucas Drumetz, Guillaume Tochon, Mauro Dalla Mura, Albdeldjalil Aïssa El Bey

CoRR, 2024

2023

Hyperspectral Anomaly Detection Based on Regularized Background Abundance Tensor Decomposition.

Wenting Shang, Mohamad Jouni, Zebin Wu, Yang Xu, Mauro Dalla Mura, Zhihui Wei

Remote. Sens., March, 2023

SHCNet: A semi-supervised hypergraph convolutional networks based on relevant feature selection for hyperspectral image classification.

Akrem Sellami, Mohamed Farah, Mauro Dalla Mura

Pattern Recognit. Lett., January, 2023

Hyperspectral Anomaly Detection via Sparsity of Core Tensor Under Gradient Domain.

Wenting Shang, Jiangjun Peng, Zebin Wu, Yang Xu, Mohamad Jouni, Mauro Dalla Mura, Zhihui Wei

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

MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor Decomposition.

Mohamad Jouni, Mauro Dalla Mura, Lucas Drumetz, Pierre Comon

IEEE Trans. Geosci. Remote. Sens., 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

Regularized Tensor Representative Coefficient Model for Hyperspectral Target Detection.

Wenting Shang, Mohamad Jouni, Zebin Wu, Yang Xu, Mauro Dalla Mura, Zhihui Wei

IEEE Geosci. Remote. Sens. Lett., 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

Neural Koopman prior for data assimilation.

Anthony Frion, Lucas Drumetz, Mauro Dalla Mura, Guillaume Tochon, Abdeldjalil Aïssa-El-Bey

CoRR, 2023

Sure-Ergas: Unsupervised Deep Learning Multispectral and Hyperspectral Image Fusion.

Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Mauro Dalla Mura

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Model-Based Demosaicking for Acquisitions by a Rgbw Color Filter Array.

Matthieu Muller, Daniele Picone, Mauro Dalla Mura, Magnus O. Ulfarsson

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Potential of an Embedded Hyperspectral Compressive Imaging System for Remote Sensing Applications.

Olivier Lim, Stéphane Mancini, Mauro Dalla Mura

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Characterization of Slow Slip Events from Gnss Data with Deep Learning.

Giuseppe Costantino, Sophie Giffard-Roisin, Mauro Dalla Mura, Anne Socquet

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Consistency and Ambiguities of Quality No Reference Metric for Pansharpening.

Paul Aimé, Lucas Drumetz, Mauro Dalla Mura, Touria Bajjouk, René Garello

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

DNGAE: Deep Neighborhood Graph Autoencoder for Robust Blind Hyperspectral Unmixing.

Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura

Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023

Model-Based Spectral Reconstruction Of Interferometric Acquisitions.

Mohamad Jouni, Daniele Picone, Mauro Dalla Mura

Proceedings of the IEEE International Conference on Acoustics, 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

Proceedings of the IEEE International Conference on Acoustics, 2023

Learning Sentinel-2 Reflectance Dynamics for Data-Driven Assimilation and Forecasting.

Anthony Frion, Lucas Drumetz, Guillaume Tochon, Mauro Dalla Mura, Abdeldjalil Aïssa-El-Bey

Proceedings of the 31st European Signal Processing Conference, 2023

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

Feasibility of a Real-Time Embedded Hyperspectral Compressive Sensing Imaging System.

Olivier Lim, Stéphane Mancini, Mauro Dalla Mura

Sensors, 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

Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Hyperspectral Super-Resolution by Unsupervised Convolutional Neural Network and Sure.

Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Mauro Dalla Mura

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

A deep learning approach based on morphological profiles for Hyperspectral Image unmixing.

Mariem Ayed, Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura

Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022

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 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

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

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

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

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

An Introduction to Deep Morphological Networks.

Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, Jefersson A. dos Santos

IEEE Access, 2021

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

Hyperspectral Image Classification Based on Mathematical Morphology and Tensor Decomposition.

Mohamad Jouni, Mauro Dalla Mura, Pierre Comon

Math. Morphol. Theory Appl., 2020

Estimation of Leaf Angle Distribution Based on Statistical Properties of Leaf Shading Distribution.

Kuniaki Uto, Mauro Dalla Mura, Yuka Sasaki, Koichi Shinoda

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Learning Endmember Dynamics in Multitemporal Hyperspectral Data Using A State-Space Model Formulation.

Lucas Drumetz, Mauro Dalla Mura, Guillaume Tochon, Ronan Fablet

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Tree of Shapes Cut for Material Segmentation Guided by a Design.

Julien Baderot, Michel Desvignes, Laurent Condat, Mauro Dalla Mura

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

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

Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

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

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

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

Superresolution Land Cover Mapping Based on Pixel-, Subpixel-, and Superpixel-Scale Spatial Dependence With Pansharpening Technique.

Peng Wang, Lei Zhang, Gong Zhang, Hui Bi, Mauro Dalla Mura, Jocelyn Chanussot

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, Mauro Dalla Mura, Jocelyn Chanussot, Gong Zhang

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.

Xin Huang, X. X. Zhu, Fabio Dell'Acqua, Mathieu Fauvel, Mauro Dalla Mura, Fabrizio Lombardini

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

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

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

An Introduction to Deep Morphological Networks.

Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, William Robson Schwartz, Jefersson A. dos Santos

CoRR, 2019

Spatial Characterization Of Marine Vegetation Using Semisupervised Hyperspectral Unmixing.

Touria Bajjouk, Ichrak Zarati, Lucas Drumetz, Mauro Dalla Mura

Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Constructing a Braid of Partitions from Hierarchies of Partitions.

Guillaume Tochon, Mauro Dalla Mura, Jocelyn Chanussot

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

Contact Based Hierarchical Segmentation for Granular Materials.

Olumide Okubadejo, Edward Andò, Laurent Bonnaud, Gioacchino Viggiani, Mauro Dalla Mura

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

Classification of Hyperspectral Images as Tensors Using Nonnegative CP Decomposition.

Mohamad Jouni, Mauro Dalla Mura, Pierre Comon

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

Estimation of Diffuse Component of Global Radiation Based on Leaf-Scale Crop Images.

Kuniaki Uto, Mauro Dalla Mura, Jocelyn Chanussot, Koichi Shinoda

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Isotropic Total Variation Minimization for Sub-Pixel Mapping.

Bouthayna Msellmi, Daniele Picone, Mauro Dalla Mura, Zouhaier Ben Rabah, Imed Riadh Farah

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Hyperspectral Image Classification Using Tensor CP Decomposition.

Mohamad Jouni, Mauro Dalla Mura, Pierre Comon

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

A Variational Pansharpening Approach Based on Reproducible Kernel Hilbert Space and Heaviside Function.

Liang-Jian Deng, Gemine Vivone, Weihong Guo, Mauro Dalla Mura, Jocelyn Chanussot

IEEE Trans. Image Process., 2018

Low-Rank Decomposition and Total Variation Regularization of Hyperspectral Video Sequences.

Yang Xu, Zebin Wu, Jocelyn Chanussot, Mauro Dalla Mura, Andrea L. Bertozzi, Zhihui Wei

IEEE Trans. Geosci. 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

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

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

Spatial Resolution Enhancement of Optical Images Based on Tensor Decomposition.

Kuniaki Uto, Mauro Dalla Mura, Jocelyn Chanussot

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Low-Rank Method for Sentinel-2 Sharpening Using Cyclic Descent.

Magnus O. Ulfarsson, Mauro Dalla Mura

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Image Fusion and Reconstruction of Compressed Data: A Joint Approach.

Daniele Picone, Laurent Condat, Florian Cotte, Mauro Dalla Mura

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Some Issues in Computing the CP Decomposition of NonNegative Tensors.

Mohamad Jouni, Mauro Dalla Mura, Pierre Comon

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

2017

Automatic Attribute Profiles.

Gabriele Cavallaro, Nicola Falco, Mauro Dalla Mura, Jón Atli Benediktsson

IEEE Trans. Image Process., 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

Context-Adaptive Pansharpening Based on Image Segmentation.

Rocco Restaino, Mauro Dalla Mura, Gemine Vivone, Jocelyn Chanussot

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

Multimorphological Superpixel Model for Hyperspectral Image Classification.

Tianzhu Liu, Yanfeng Gu, Jocelyn Chanussot, Mauro Dalla Mura

IEEE Trans. Geosci. Remote. Sens., 2017

Using Multiple Subpixel Shifted Images With Spatial-Spectral Information in Soft-Then-Hard Subpixel Mapping.

Peng Wang, Liguo Wang, Mauro Dalla Mura, Jocelyn Chanussot

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

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

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Attribute Profiles from Partitioning Trees.

Petra Bosilj, Bharath Bhushan Damodaran, Erchan Aptoula, Mauro Dalla Mura, Sébastien Lefèvre

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2017

Information extraction by blind source separation from polarimetric SAR data.

Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Using time series to improve endmembers estimation on multispectral images for snow monitoring.

Théo Masson, Mauro Dalla Mura, Marie Dumont, Jocelyn Chanussot

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Tree-based supervised feature extraction method based on self-dual attribute profiles.

Gabriele Cavallaro, Mauro Dalla Mura, Morris Riedel, Jón Atli Benediktsson

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Collaborative total variation for hyperspectral pansharpening.

Paolo Addesso, Mauro Dalla Mura, Laurent Condat, Rocco Restaino, Gemine Vivone, Daniele Picone, Jocelyn Chanussot

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Hyperspectral image inpainting based on collaborative total variation.

Paolo Addesso, Mauro Dalla Mura, Laurent Condat, Rocco Restaino, Gemine Vivone, Daniele Picone, Jocelyn Chanussot

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

A comparison between real and complex Schott spherical symmetry test for PolSAR data analysis.

Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Machine learning for automatic classification of volcano-seismic signatures.

Marielle Malfante, Mauro Dalla Mura, Jérôme I. Mars, Jean-Philippe Metaxian

Proceedings of the 25th European Signal Processing Conference, 2017

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

Multiple Morphological Component Analysis Based Decomposition for Remote Sensing Image Classification.

Xiang Xu, Jun Li, Xin Huang, Mauro Dalla Mura, Antonio Plaza

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

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

Morphological Attribute Profiles With Partial Reconstruction.

Wenzhi Liao, Mauro Dalla Mura, Jocelyn Chanussot, Rik Bellens, Wilfried Philips

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

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

Vector Attribute Profiles for Hyperspectral Image Classification.

Erchan Aptoula, Mauro Dalla Mura, Sébastien Lefèvre

IEEE Trans. Geosci. Remote. Sens., 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

Special issue on multimodal data fusion for multidimensional signal processing.

Jinchang Ren, Junwei Han, Mauro Dalla Mura

Multidimens. Syst. Signal Process., 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

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

Unmixing-based gas plume tracking in LWIR hyperspectral video sequences.

Guillaume Tochon, Delphine Pauwels, Mauro Dalla Mura, Jocelyn Chanussot

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 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

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 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

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 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

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 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

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Thermal sharpening of VIIRS data.

Giuseppe Picaro, Paolo Addesso, Rocco Restaino, Gemine Vivone, Daniele Picone, Mauro Dalla Mura

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

LiDAR information extraction by attribute filters with partial reconstruction.

Wenzhi Liao, Mauro Dalla Mura, Xin Huang, Jocelyn Chanussot, Sidharta Gautama, Paul Scheunders, Wilfried Philips

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Learning to semantically segment high-resolution remote sensing images.

Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson A. dos Santos

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

GAS plume detection in hyperspectral video sequence using low rank representation.

Yang Xu, Zebin Wu, Zhihui Wei, Mauro Dalla Mura, Jocelyn Chanussot, Andrea L. Bertozzi

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Analyzing Remote Sensing Images with Hierarchial Morphological Representations.

Gabriele Cavallaro, Mauro Dalla Mura, Jón Atli Benediktsson

Proceedings of the Handbook of Pattern Recognition and Computer Vision, 5th Ed., 2016

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

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

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

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

Foreword to the Special Issue on Information Extraction From High-Spatial-Resolution Optical Remotely Sensed Imagery.

Xin Huang, Mathieu Fauvel, Mauro Dalla Mura, Liangpei Zhang

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

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

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

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

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

Processing high resolution images of urban areas with self-dual attribute filters.

Gabriele Cavallaro, Mauro Dalla Mura, Jón Atli Benediktsson

Proceedings of the Joint Urban Remote Sensing Event, 2015

Binary Partition Trees-Based Spectral-Spatial Permutation Ordering.

Miguel Angel Veganzones, Mauro Dalla Mura, Guillaume Tochon, Jocelyn Chanussot

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

Segmentation of Multimodal Images Based on Hierarchies of Partitions.

Guillaume Tochon, Mauro Dalla Mura, Jocelyn Chanussot

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

A Pansharpening Algorithm Based on Morphological Filters.

Rocco Restaino, Gemine Vivone, Mauro Dalla Mura, Jocelyn Chanussot

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 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

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

Remote sensing image classification based on multiple morphological component analysis.

Xiang Xu, Jun Li, Mauro Dalla Mura

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Multi-band semiblind deconvolution for pansharpening applications.

Gemine Vivone, Rocco Restaino, Mauro Dalla Mura, Jocelyn Chanussot

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Global and local Gram-Schmidt methods for hyperspectral pansharpening.

Mauro Dalla Mura, Gemine Vivone, Rocco Restaino, Paolo Addesso, Jocelyn Chanussot

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Automatic morphological attribute profiles.

Gabriele Cavallaro, Mauro Dalla Mura, Nicola Falco, Jón Atli Benediktsson

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

An analysis of collaborative representation schemes for the classification of hyperspectral images.

Mauro Dalla Mura, José M. Bioucas-Dias, Jocelyn Chanussot

Proceedings of the 23rd European Signal Processing Conference, 2015

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

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

Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles.

Benqin Song, Jun Li, Mauro Dalla Mura, Peijun Li, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson, Jocelyn Chanussot

IEEE Trans. Geosci. Remote. Sens., 2014

Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification.

Xin Huang, Xuehua Guan, Jón Atli Benediktsson, Liangpei Zhang, Jun Li, Antonio Plaza, Mauro Dalla Mura

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

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

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

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 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

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Binary partition tree-based local spectral unmixing.

Lucas Drumetz, Miguel Angel Veganzones, Ruben Marrero, Guillaume Tochon, Mauro Dalla Mura, Antonio Plaza, Jocelyn Chanussot

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

MultiResolution Analysis and Component Substitution techniques for hyperspectral Pansharpening.

Gemine Vivone, Rocco Restaino, Giorgio Licciardi, Mauro Dalla Mura, Jocelyn Chanussot

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A critical comparison of pansharpening algorithms.

Gemine Vivone, Luciano Alparone, Jocelyn Chanussot, Mauro Dalla Mura, Andrea Garzelli, Giorgio Licciardi, Rocco Restaino, Lucien Wald

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 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

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 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

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 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

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 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

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Context-adaptive Pansharpening based on binary partition tree segmentation.

Mauro Dalla Mura, Gemine Vivone, Rocco Restaino, Jocelyn Chanussot

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Selective and robust d-dimensional path operators.

François Cokelaer, Mauro Dalla Mura, Hugues Talbot, Jocelyn Chanussot

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Challenges and opportunities of multimodality and Data Fusion in Remote Sensing.

Mauro Dalla Mura, Saurabh Prasad, Fabio Pacifici, Paolo Gamba, Jocelyn Chanussot

Proceedings of the 22nd European Signal Processing Conference, 2014

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

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

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

Geo-positional Image Forensics through Scene-terrain Registration.

Paul Chippendale, Michele Zanin, Mauro Dalla Mura

Proceedings of the VISAPP 2013, 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

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Create the relevant spatial filterbank in the hyperspectral jungle.

Devis Tuia, Michele Volpi, Mauro Dalla Mura, Alain Rakotomamonjy, Rémi Flamary

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

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

Proceedings of the IEEE International Conference on Image Processing, 2013

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

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

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

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A novel supervised feature selection technique based on genetic algorithms.

Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Augmented reality: Fusing the real and synthetic worlds.

Mauro Dalla Mura, Michele Zanin, Claudio Andreatta, Paul Chippendale

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Real-world DEM harmonisation through photo re-projection.

Paul Chippendale, Mauro Dalla Mura, Michele Zanin

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Classification of hyperspectral images based on weighted DMPS.

Örsan Aytekin, Mauro Dalla Mura, Ilkay Ulusoy, Jón Atli Benediktsson

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Discovering relevant spatial filterbanks for VHR image classification.

Devis Tuia, Mauro Dalla Mura, Michele Volpi, Rémi Flamary, Alain Rakotomamonjy

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Intensity and affine invariant statistic-based image matching.

Michela Lecca, Mauro Dalla Mura

Proceedings of the Computational Modelling of Objects Represented in Images, 2012

2011

Advanced Techniques based on Mathematical Morphology for the Analysis of Remote Sensing Images.

Mauro Dalla Mura

PhD thesis, 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

Self-dual Attribute Profiles for the Analysis of Remote Sensing Images.

Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone

Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 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

Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011

Classification using Extended Morphological Attribute Profiles based on different feature extraction techniques.

Stijn Peeters, Prashanth Reddy Marpu, Jón Atli Benediktsson, Mauro Dalla Mura

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

A general approach to the spatial simplification of remote sensing images based on morphological connected filters.

Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

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

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

Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

Classification of hyperspectral images with Extended Attribute Profiles and feature extraction techniques.

Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009

Morphological Attribute Filters for the Analysis of Very High Resolution Remote Sensing Images.

Mauro Dalla Mura, Jón Atli Benediktsson, Björn Waske, Lorenzo Bruzzone

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008

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