| 2026 | ICPR | Denoise Then Train: Improving the Performance of Unsupervised Anomaly Detection Models Under Label-Level Noise. | Rogerio Kaciava Bombardelli, Julien Rameau, Dawood Al Chanti, Miguel Angel Solinas, Claude Le Pape-Gardeux, Mauro Dalla Mura |
| 2024 | ATSIP | Geometric Deep Learning Techniques for Analyzing Brain 3D Meshes. | Mariem Ayad, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura |
| 2024 | ATSIP | Advanced graph deep learning for High-dimensional image analysis: challenges and opportunities. | Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura |
| 2024 | ICASSP | Spectro-Spatial Hyperspectral Image Reconstruction From Interferometric Acquisitions. | Daniele Picone, Mohamad Jouni, Mauro Dalla Mura |
| 2024 | IGARSS | 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 |
| 2024 | IGARSS | A Study on Combining a Multi-Aperture Interferometric Imaging Spectrometer with a Multispectral Camera. | Daniele Picone, Mohamad Jouni, Mauro Dalla Mura |
| 2024 | IGARSS | MSF: A Multi-Scale Fusion Generative Adversarial Network for SAR-to-Optical Image Translation. | Yongkang Chen, Zuguo Zhu, Yan Huang, Peng Wang, Bo Huang, Mauro Dalla Mura |
| 2023 | ICASSP | Leveraging Neural Koopman Operators to Learn Continuous Representations of Dynamical Systems from Scarce Data. | Anthony Frion, Lucas Drumetz, Mauro Dalla Mura, Guillaume Tochon, Abdeldjalil Assa-El-Bey |
| 2023 | ICASSP | Model-Based Spectral Reconstruction Of Interferometric Acquisitions. | Mohamad Jouni, Daniele Picone, Mauro Dalla Mura |
| 2023 | ICCCI | DNGAE: Deep Neighborhood Graph Autoencoder for Robust Blind Hyperspectral Unmixing. | Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura |
| 2023 | IGARSS | 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 |
| 2023 | IGARSS | Model-Based Demosaicking for Acquisitions by a Rgbw Color Filter Array. | Matthieu Muller, Daniele Picone, Mauro Dalla Mura, Magnus O. Ulfarsson |
| 2023 | IGARSS | Sure-Ergas: Unsupervised Deep Learning Multispectral and Hyperspectral Image Fusion. | Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Mauro Dalla Mura |
| 2023 | IGARSS | Consistency and Ambiguities of Quality No Reference Metric for Pansharpening. | Paul Aim, Lucas Drumetz, Mauro Dalla Mura, Touria Bajjouk, Ren Garello |
| 2023 | IGARSS | Characterization of Slow Slip Events from Gnss Data with Deep Learning. | Giuseppe Costantino, Sophie Giffard-Roisin, Mauro Dalla Mura, Anne Socquet |
| 2023 | IGARSS | Potential of an Embedded Hyperspectral Compressive Imaging System for Remote Sensing Applications. | Olivier Lim, Stphane Mancini, Mauro Dalla Mura |
| 2022 | ATSIP | A deep learning approach based on morphological profiles for Hyperspectral Image unmixing. | Mariem Ayed, Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura |
| 2022 | ICIP | 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 |
| 2022 | IGARSS | Hyperspectral Super-Resolution by Unsupervised Convolutional Neural Network and Sure. | Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Mauro Dalla Mura |
| 2022 | IGARSS | ImSPOC: A Novel Compact Hyperspectral Camera for the Monitoring of Atmospheric Gases. | Silvre Gousset, Daniele Picone, Etienne Le Coarer, J. M. Rodrigo, Didier Voisin, Laurence Croize, Yann Ferrec, Mauro Dalla Mura |
| 2020 | ATSIP | 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 |
| 2020 | ICASSP | Tree of Shapes Cut for Material Segmentation Guided by a Design. | Julien Baderot, Michel Desvignes, Laurent Condat, Mauro Dalla Mura |
| 2020 | ICASSP | Learning Endmember Dynamics in Multitemporal Hyperspectral Data Using A State-Space Model Formulation. | Lucas Drumetz, Mauro Dalla Mura, Guillaume Tochon, Ronan Fablet |
| 2020 | ICASSP | Characterisation of a Snapshot Fourier Transform Imaging Spectrometer Based on an Array of Fabry-Perot Interferometers. | Daniele Picone, Aneline Dolet, Silvre Gousset, Didier Voisin, Mauro Dalla Mura, Etienne Le Coarer |
| 2020 | IGARSS | 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 |
| 2020 | IGARSS | Estimation of Leaf Angle Distribution Based on Statistical Properties of Leaf Shading Distribution. | Kuniaki Uto, Mauro Dalla Mura, Yuka Sasaki, Koichi Shinoda |
| 2019 | IGARSS | Isotropic Total Variation Minimization for Sub-Pixel Mapping. | Bouthayna Msellmi, Daniele Picone, Mauro Dalla Mura, Zouhaier Ben Rabah, Imed Riadh Farah |
| 2019 | IGARSS | Estimation of Diffuse Component of Global Radiation Based on Leaf-Scale Crop Images. | Kuniaki Uto, Mauro Dalla Mura, Jocelyn Chanussot, Koichi Shinoda |
| 2019 | IGARSS | Hyperspectral Image Classification Using Tensor CP Decomposition. | Mohamad Jouni, Mauro Dalla Mura, Pierre Comon |
| 2019 | ISMM | Classification of Hyperspectral Images as Tensors Using Nonnegative CP Decomposition. | Mohamad Jouni, Mauro Dalla Mura, Pierre Comon |
| 2019 | ISMM | Contact Based Hierarchical Segmentation for Granular Materials. | Olumide Okubadejo, Edward And, Laurent Bonnaud, Gioacchino Viggiani, Mauro Dalla Mura |
| 2019 | ISMM | Constructing a Braid of Partitions from Hierarchies of Partitions. | Guillaume Tochon, Mauro Dalla Mura, Jocelyn Chanussot |
| 2018 | ICIP | Image Fusion and Reconstruction of Compressed Data: A Joint Approach. | Daniele Picone, Laurent Condat, Florian Cotte, Mauro Dalla Mura |
| 2018 | IGARSS | A Low-Rank Method for Sentinel-2 Sharpening Using Cyclic Descent. | Magnus O. Ulfarsson, Mauro Dalla Mura |
| 2018 | IGARSS | Spatial Resolution Enhancement of Optical Images Based on Tensor Decomposition. | Kuniaki Uto, Mauro Dalla Mura, Jocelyn Chanussot |
| 2017 | ICASSP | A comparison between real and complex Schott spherical symmetry test for PolSAR data analysis. | Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot |
| 2017 | ICIP | Hyperspectral image inpainting based on collaborative total variation. | Paolo Addesso, Mauro Dalla Mura, Laurent Condat, Rocco Restaino, Gemine Vivone, Daniele Picone, Jocelyn Chanussot |
| 2017 | ICIP | 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 |
| 2017 | IGARSS | Information extraction by blind source separation from polarimetric SAR data. | Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot |
| 2017 | IGARSS | Collaborative total variation for hyperspectral pansharpening. | Paolo Addesso, Mauro Dalla Mura, Laurent Condat, Rocco Restaino, Gemine Vivone, Daniele Picone, Jocelyn Chanussot |
| 2017 | IGARSS | Tree-based supervised feature extraction method based on self-dual attribute profiles. | Gabriele Cavallaro, Mauro Dalla Mura, Morris Riedel, Jn Atli Benediktsson |
| 2017 | IGARSS | Using time series to improve endmembers estimation on multispectral images for snow monitoring. | Tho Masson, Mauro Dalla Mura, Marie Dumont, Jocelyn Chanussot |
| 2017 | ISMM | Attribute Profiles from Partitioning Trees. | Petra Bosilj, Bharath Bhushan Damodaran, Erchan Aptoula, Mauro Dalla Mura, Sbastien Lefvre |
| 2016 | ICIP | 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 |
| 2016 | ICPR | Learning to semantically segment high-resolution remote sensing images. | Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson A. dos Santos |
| 2016 | IGARSS | Thermal sharpening of VIIRS data. | Giuseppe Picaro, Paolo Addesso, Rocco Restaino, Gemine Vivone, Daniele Picone, Mauro Dalla Mura |
| 2016 | IGARSS | Region-based classification of remote sensing images with the morphological tree of shapes. | Gabriele Cavallaro, Mauro Dalla Mura, Edwin Carlinet, Thierry Graud, Nicola Falco, Jn Atli Benediktsson |
| 2016 | IGARSS | LiDAR information extraction by attribute filters with partial reconstruction. | Wenzhi Liao, Mauro Dalla Mura, Xin Huang, Jocelyn Chanussot, Sidharta Gautama, Paul Scheunders, Wilfried Philips |
| 2015 | IGARSS | Global and local Gram-Schmidt methods for hyperspectral pansharpening. | Mauro Dalla Mura, Gemine Vivone, Rocco Restaino, Paolo Addesso, Jocelyn Chanussot |
| 2015 | IGARSS | Evaluation of ICA based ICTD for PolSAR data analysis in tropical forest scenario. | Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot, Nikola Besic |
| 2015 | IGARSS | Multi-band semiblind deconvolution for pansharpening applications. | Gemine Vivone, Rocco Restaino, Mauro Dalla Mura, Jocelyn Chanussot |
| 2015 | IGARSS | Remote sensing image classification based on multiple morphological component analysis. | Xiang Xu, Jun Li, Mauro Dalla Mura |
| 2015 | IGARSS | Automatic morphological attribute profiles. | Gabriele Cavallaro, Mauro Dalla Mura, Nicola Falco, Jn Atli Benediktsson |
| 2015 | ISMM | Automatic Threshold Selection for Profiles of Attribute Filters Based on Granulometric Characteristic Functions. | Gabriele Cavallaro, Nicola Falco, Mauro Dalla Mura, Lorenzo Bruzzone, Jn Atli Benediktsson |
| 2015 | ISMM | A Pansharpening Algorithm Based on Morphological Filters. | Rocco Restaino, Gemine Vivone, Mauro Dalla Mura, Jocelyn Chanussot |
| 2015 | ISMM | Segmentation of Multimodal Images Based on Hierarchies of Partitions. | Guillaume Tochon, Mauro Dalla Mura, Jocelyn Chanussot |
| 2015 | ISMM | Binary Partition Trees-Based Spectral-Spatial Permutation Ordering. | Miguel Angel Veganzones, Mauro Dalla Mura, Guillaume Tochon, Jocelyn Chanussot |
| 2014 | ICIP | Selective and robust d-dimensional path operators. | Franois Cokelaer, Mauro Dalla Mura, Hugues Talbot, Jocelyn Chanussot |
| 2014 | ICIP | Context-adaptive Pansharpening based on binary partition tree segmentation. | Mauro Dalla Mura, Gemine Vivone, Rocco Restaino, Jocelyn Chanussot |
| 2014 | IGARSS | 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 |
| 2014 | IGARSS | A method for improving the consistency property of pansharpening algorithms. | Maria Rosaria Vicinanza, Rocco Restaino, Gemine Vivone, Mauro Dalla Mura, Giorgio Licciardi, Jocelyn Chanussot |
| 2014 | IGARSS | A critical comparison of pansharpening algorithms. | Gemine Vivone, Luciano Alparone, Jocelyn Chanussot, Mauro Dalla Mura, Andrea Garzelli, Giorgio Licciardi, Rocco Restaino, Lucien Wald |
| 2014 | IGARSS | MultiResolution Analysis and Component Substitution techniques for hyperspectral Pansharpening. | Gemine Vivone, Rocco Restaino, Giorgio Licciardi, Mauro Dalla Mura, Jocelyn Chanussot |
| 2014 | IGARSS | A comparison of self-dual attribute profiles based on different filter rules for classification. | Gabriele Cavallaro, Mauro Dalla Mura, Jn Atli Benediktsson, Lorenzo Bruzzone |
| 2014 | IGARSS | Robust path opening versus path opening for the detection of hedgerows in rural landscapes. | Mathieu Fauvel, Carole Planque, David Sheeren, Mauro Dalla Mura, Franois Cokelaer, J. Chanussov, Hugues Talbot |
| 2013 | ICIP | 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 |
| 2013 | IGARSS | Create the relevant spatial filterbank in the hyperspectral jungle. | Devis Tuia, Michele Volpi, Mauro Dalla Mura, Alain Rakotomamonjy, Rmi Flamary |
| 2013 | IGARSS | 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 |
| 2012 | IGARSS | Augmented reality: Fusing the real and synthetic worlds. | Mauro Dalla Mura, Michele Zanin, Claudio Andreatta, Paul Chippendale |
| 2012 | IGARSS | A novel supervised feature selection technique based on genetic algorithms. | Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jn Atli Benediktsson, Lorenzo Bruzzone |
| 2012 | IGARSS | 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 |
| 2012 | ICPR | Discovering relevant spatial filterbanks for VHR image classification. | Devis Tuia, Mauro Dalla Mura, Michele Volpi, Rmi Flamary, Alain Rakotomamonjy |
| 2012 | IGARSS | Classification of hyperspectral images based on weighted DMPS. | rsan Aytekin, Mauro Dalla Mura, Ilkay Ulusoy, Jn Atli Benediktsson |
| 2012 | IGARSS | Real-world DEM harmonisation through photo re-projection. | Paul Chippendale, Mauro Dalla Mura, Michele Zanin |
| 2011 | IGARSS | A general approach to the spatial simplification of remote sensing images based on morphological connected filters. | Mauro Dalla Mura, Jn Atli Benediktsson, Lorenzo Bruzzone |
| 2011 | IGARSS | Classification using Extended Morphological Attribute Profiles based on different feature extraction techniques. | Stijn Peeters, Prashanth Reddy Marpu, Jn Atli Benediktsson, Mauro Dalla Mura |
| 2011 | ISMM | Hierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees. | Jn Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, Mauro Dalla Mura, Philippe Salembier, Silvia Valero |
| 2011 | ISMM | Self-dual Attribute Profiles for the Analysis of Remote Sensing Images. | Mauro Dalla Mura, Jn Atli Benediktsson, Lorenzo Bruzzone |
| 2010 | IGARSS | Classification of hyperspectral images with Extended Attribute Profiles and feature extraction techniques. | Mauro Dalla Mura, Jn Atli Benediktsson, Lorenzo Bruzzone |
| 2009 | IGARSS | Morphological Attribute Filters for the Analysis of Very High Resolution Remote Sensing Images. | Mauro Dalla Mura, Jn Atli Benediktsson, Bjrn Waske, Lorenzo Bruzzone |