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2020 – today
- 2024
[j79]Refka Hanachi
, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura:
Graph feature fusion driven by deep autoencoder for advanced hyperspectral image unmixing. Knowl. Based Syst. 299: 112087 (2024)- [j78]Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura:
Multi-view graph representation learning for hyperspectral image classification with spectral-spatial graph neural networks. Neural Comput. Appl. 36(7): 3737-3759 (2024) - [j77]Giuseppe Costantino, Sophie Giffard-Roisin, Mauro Dalla Mura, Anne Socquet:
Denoising of Geodetic Time Series Using Spatiotemporal Graph Neural Networks: Application to Slow Slip Event Extraction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 17567-17579 (2024) - [j76]Anthony Frion, Lucas Drumetz, Mauro Dalla Mura, Guillaume Tochon, Abdeldjalil Aïssa-El-Bey:
Neural Koopman Prior for Data Assimilation. IEEE Trans. Signal Process. 72: 4191-4206 (2024) - [c101]Mariem Ayad, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura:
Geometric Deep Learning Techniques for Analyzing Brain 3D Meshes. ATSIP 2024: 477-482 - [c100]Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura:
Advanced graph deep learning for High-dimensional image analysis: challenges and opportunities. ATSIP 2024: 488-493 - [c99]Matthieu Muller, Daniele Picone, Mauro Dalla Mura, Magnus O. Ulfarsson:
Pattern-Invariant Unrolling for Robust Demosaicking. EUSIPCO 2024: 461-465 - [c98]Anthony Frion, Lucas Drumetz, Guillaume Tochon, Mauro Dalla Mura, Abdeldjalil Aïssa-El-Bey:
Koopman Ensembles for Probabilistic Time Series Forecasting. EUSIPCO 2024: 2542-2546 - [c97]Daniele Picone, Mohamad Jouni, Mauro Dalla Mura:
Spectro-Spatial Hyperspectral Image Reconstruction From Interferometric Acquisitions. ICASSP 2024: 2590-2594 - [c96]Tristan Montagnon, James Hollingsworth, Erwan Pathier, Mathilde Marchandon, Mauro Dalla Mura, Sophie Giffard-Roisin:
Fast and Accurate Sub-Pixel Displacement Estimation from Optical Satellite Images Using a New Hyper-Realistic Earthquake Database and U-Net Architecture. IGARSS 2024: 5410-5414 - [c95]Daniele Picone, Mohamad Jouni, Mauro Dalla Mura:
A Study on Combining a Multi-Aperture Interferometric Imaging Spectrometer with a Multispectral Camera. IGARSS 2024: 7662-7666 - [c94]Yongkang Chen, Zuguo Zhu, Yan Huang, Peng Wang, Bo Huang, Mauro Dalla Mura:
MSF: A Multi-Scale Fusion Generative Adversarial Network for SAR-to-Optical Image Translation. IGARSS 2024: 9058-9061 - [i8]Anthony Frion, Lucas Drumetz, Guillaume Tochon, Mauro Dalla Mura, Abdeldjalil Aïssa-El-Bey:
Koopman Ensembles for Probabilistic Time Series Forecasting. CoRR abs/2403.06757 (2024) - [i7]Giuseppe Costantino, Sophie Giffard-Roisin, Mauro Dalla Mura, Anne Socquet:
Denoising of Geodetic Time Series Using Spatiotemporal Graph Neural Networks: Application to Slow Slip Event Extraction. CoRR abs/2405.03320 (2024) - [i6]Mohamad Jouni, Daniele Picone, Mauro Dalla Mura:
Multiple-beam Interference Spectroscopy: Instrument Analysis and Spectrum Reconstruction. CoRR abs/2410.21586 (2024) - 2023
- [j75]Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Mauro Dalla Mura:
Unsupervised Sentinel-2 Image Fusion Using a Deep Unrolling Method. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j74]Wenting Shang, Mohamad Jouni, Zebin Wu, Yang Xu, Mauro Dalla Mura, Zhihui Wei:
Regularized Tensor Representative Coefficient Model for Hyperspectral Target Detection. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j73]Akrem Sellami, Mohamed Farah, Mauro Dalla Mura:
SHCNet: A semi-supervised hypergraph convolutional networks based on relevant feature selection for hyperspectral image classification. Pattern Recognit. Lett. 165: 98-106 (2023) - [j72]Wenting Shang, Mohamad Jouni, Zebin Wu, Yang Xu, Mauro Dalla Mura, Zhihui Wei:
Hyperspectral Anomaly Detection Based on Regularized Background Abundance Tensor Decomposition. Remote. Sens. 15(6): 1679 (2023) - [j71]Daniele Picone, Mauro Dalla Mura, Laurent Condat:
Joint Demosaicing and Fusion of Multiresolution Coded Acquisitions: A Unified Image Formation and Reconstruction Method. IEEE Trans. Computational Imaging 9: 335-349 (2023) - [j70]Mohamad Jouni, Mauro Dalla Mura, Lucas Drumetz, Pierre Comon:
MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor Decomposition. IEEE Trans. Geosci. Remote. Sens. 61: 1-21 (2023) - [j69]Abdelaziz Kallel, Mauro Dalla Mura, Sana Fakhfakh, Najmeddine Ben Romdhane:
Physics-Based Fusion of Sentinel-2 and Sentinel-3 for Higher Resolution Vegetation Monitoring. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j68]Wenting Shang, Jiangjun Peng, Zebin Wu, Yang Xu, Mohamad Jouni, Mauro Dalla Mura, Zhihui Wei:
Hyperspectral Anomaly Detection via Sparsity of Core Tensor Under Gradient Domain. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [c93]Anthony Frion, Lucas Drumetz, Guillaume Tochon, Mauro Dalla Mura, Abdeldjalil Aïssa-El-Bey:
Learning Sentinel-2 Reflectance Dynamics for Data-Driven Assimilation and Forecasting. EUSIPCO 2023: 1390-1394 - [c92]Anthony Frion, Lucas Drumetz, Mauro Dalla Mura, Guillaume Tochon, Abdeldjalil Aïssa-El-Bey:
Leveraging Neural Koopman Operators to Learn Continuous Representations of Dynamical Systems from Scarce Data. ICASSP 2023: 1-5 - [c91]Mohamad Jouni, Daniele Picone, Mauro Dalla Mura:
Model-Based Spectral Reconstruction Of Interferometric Acquisitions. ICASSP 2023: 1-5 - [c90]Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura:
DNGAE: Deep Neighborhood Graph Autoencoder for Robust Blind Hyperspectral Unmixing. ICCCI 2023: 84-96 - [c89]Giuseppe Costantino, Sophie Giffard-Roisin, Mauro Dalla Mura, Anne Socquet:
Characterization of Slow Slip Events from Gnss Data with Deep Learning. IGARSS 2023: 2129-2132 - [c88]Olivier Lim, Stéphane Mancini, Mauro Dalla Mura:
Potential of an Embedded Hyperspectral Compressive Imaging System for Remote Sensing Applications. IGARSS 2023: 4238-4241 - [c87]Tristan Montagnon, James Hollingsworth, Erwan Pathier, Mathilde Marchandon, Mauro Dalla Mura, Sophie Giffard-Roisin:
A New Deep-Learning Approach for the Sub-Pixel Registration of Satellite Images Containing Sharp Displacement Discontinuities. IGARSS 2023: 5123-5126 - [c86]Paul Aimé, Lucas Drumetz, Mauro Dalla Mura, Touria Bajjouk, René Garello:
Consistency and Ambiguities of Quality No Reference Metric for Pansharpening. IGARSS 2023: 5583-5586 - [c85]Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Mauro Dalla Mura:
Sure-Ergas: Unsupervised Deep Learning Multispectral and Hyperspectral Image Fusion. IGARSS 2023: 5623-5626 - [c84]Matthieu Muller, Daniele Picone, Mauro Dalla Mura, Magnus O. Ulfarsson:
Model-Based Demosaicking for Acquisitions by a Rgbw Color Filter Array. IGARSS 2023: 5822-5825 - [i5]Anthony Frion, Lucas Drumetz, Mauro Dalla Mura, Guillaume Tochon, Abdeldjalil Aïssa-El-Bey:
Leveraging Neural Koopman Operators to Learn Continuous Representations of Dynamical Systems from Scarce Data. CoRR abs/2303.06972 (2023) - [i4]Anthony Frion, Lucas Drumetz, Guillaume Tochon, Mauro Dalla Mura, Abdeldjalil Aïssa-El-Bey:
Learning Sentinel-2 reflectance dynamics for data-driven assimilation and forecasting. CoRR abs/2305.03743 (2023) - [i3]Anthony Frion, Lucas Drumetz, Mauro Dalla Mura, Guillaume Tochon, Abdeldjalil Aïssa-El-Bey:
Neural Koopman prior for data assimilation. CoRR abs/2309.05317 (2023) - 2022
- [j67]Olivier Lim, Stéphane Mancini, Mauro Dalla Mura:
Feasibility of a Real-Time Embedded Hyperspectral Compressive Sensing Imaging System. Sensors 22(24): 9793 (2022) - [j66]Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Mauro Dalla Mura:
Deep SURE for Unsupervised Remote Sensing Image Fusion. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [c83]Mariem Ayed, Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura:
A deep learning approach based on morphological profiles for Hyperspectral Image unmixing. ATSIP 2022: 1-6 - [c82]Tristan Montagnon, James Hollingsworth, Erwan Pathier, Mathilde Marchandon, Mauro Dalla Mura, Sophie Giffard-Roisin:
Sub-pixel Optical Satellite Image Registration for Ground Deformation Using Deep Learning. ICIP 2022: 2716-2720 - [c81]Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Mauro Dalla Mura:
Hyperspectral Super-Resolution by Unsupervised Convolutional Neural Network and Sure. IGARSS 2022: 903-906 - [c80]Silvère Gousset, Daniele Picone, Etienne Le Coarer, J. M. Rodrigo, Didier Voisin, Laurence Croize, Yann Ferrec, Mauro Dalla Mura:
ImSPOC: A Novel Compact Hyperspectral Camera for the Monitoring of Atmospheric Gases. IGARSS 2022: 5293-5296 - [c79]Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura:
Multi Spectral-Spatial Gabor Feature Fusion Based On End-To-End Deep Learning For Hyperspectral Image Classification. WHISPERS 2022: 1-6 - 2021
- [j65]Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, Jefersson A. dos Santos:
An Introduction to Deep Morphological Networks. IEEE Access 9: 114308-114324 (2021) - [j64]Eduardo Tusa, Jean-Matthieu Monnet, Jean-Baptiste Barré, Mauro Dalla Mura, Michele Dalponte, Jocelyn Chanussot:
Individual Tree Segmentation Based on Mean Shift and Crown Shape Model for Temperate Forest. IEEE Geosci. Remote. Sens. Lett. 18(12): 2052-2056 (2021) - [j63]Bouthayna Msellmi, Daniele Picone, Zouhaier Ben Rabah, Mauro Dalla Mura, Imed Riadh Farah:
Sub-Pixel Mapping Model Based on Total Variation Regularization and Learned Spatial Dictionary. Remote. Sens. 13(2): 190 (2021) - [j62]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:
Tensor-Based Learning Framework for Automatic Multichannel Volcano-Seismic Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 4517-4529 (2021) - [j61]Gemine Vivone, Mauro Dalla Mura, Andrea Garzelli, Fabio Pacifici:
A Benchmarking Protocol for Pansharpening: Dataset, Preprocessing, and Quality Assessment. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 6102-6118 (2021) - [j60]Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Mauro Dalla Mura:
Sentinel-2 Sharpening Using a Single Unsupervised Convolutional Neural Network With MTF-Based Degradation Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 6882-6896 (2021) - [j59]Saloua Chlaily, Mauro Dalla Mura, Jocelyn Chanussot, Christian Jutten, Paolo Gamba, Andrea Marinoni:
Capacity and Limits of Multimodal Remote Sensing: Theoretical Aspects and Automatic Information Theory-Based Image Selection. IEEE Trans. Geosci. Remote. Sens. 59(7): 5598-5618 (2021) - 2020
- [j58]Mohamad Jouni, Mauro Dalla Mura, Pierre Comon:
Hyperspectral Image Classification Based on Mathematical Morphology and Tensor Decomposition. Math. Morphol. Theory Appl. 4(1): 1-30 (2020) - [j57]Pablo Eduardo Espinoza Lara, Carlos Alexandre Rolim Fernandes, L. Adolfo Inza, Jérôme I. Mars, Jean-Philippe Metaxian, Mauro Dalla Mura, Marielle Malfante:
Automatic Multichannel Volcano-Seismic Classification Using Machine Learning and EMD. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 1322-1331 (2020) - [c78]Bouthayna Msellmi, Daniele Picone, Zouhaier Ben Rabah, Mauro Dalla Mura, Imed Riadh Farah:
Sub-pixel Mapping Method based on Total Variation Minimization and Spectral Dictionary. ATSIP 2020: 1-7 - [c77]Daniele Picone, Aneline Dolet, Silvère Gousset, Didier Voisin, Mauro Dalla Mura, Etienne Le Coarer:
Characterisation of a Snapshot Fourier Transform Imaging Spectrometer Based on an Array of Fabry-Perot Interferometers. ICASSP 2020: 1529-1533 - [c76]Lucas Drumetz, Mauro Dalla Mura, Guillaume Tochon, Ronan Fablet:
Learning Endmember Dynamics in Multitemporal Hyperspectral Data Using A State-Space Model Formulation. ICASSP 2020: 2483-2487 - [c75]Julien Baderot, Michel Desvignes, Laurent Condat, Mauro Dalla Mura:
Tree of Shapes Cut for Material Segmentation Guided by a Design. ICASSP 2020: 2593-2597 - [c74]Bouthayna Msellmi, Daniele Picone, Zouhaier Ben Rabah, Mauro Dalla Mura, Imed Riadh Farah:
Sub-Pixel Mapping Method Based on K-SVD Dictionary Learning and Total Variation Minimization. IGARSS 2020: 2823-2826 - [c73]Kuniaki Uto, Mauro Dalla Mura, Yuka Sasaki, Koichi Shinoda:
Estimation of Leaf Angle Distribution Based on Statistical Properties of Leaf Shading Distribution. IGARSS 2020: 5195-5198
2010 – 2019
- 2019
- [j56]Javier Lopez-Fandino, Dora B. Heras, Francisco Argüello, Mauro Dalla Mura:
GPU Framework for Change Detection in Multitemporal Hyperspectral Images. Int. J. Parallel Program. 47(2): 272-292 (2019) - [j55]Théo Masson, Mauro Dalla Mura, Marie Dumont, Jocelyn Chanussot:
Snow Cover Estimation From Image Time Series Based on Spectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 16(3): 337-341 (2019) - [j54]Guillaume Tochon, Mauro Dalla Mura, Miguel Angel Veganzones, Thierry Géraud, Jocelyn Chanussot:
Braids of partitions for the hierarchical representation and segmentation of multimodal images. Pattern Recognit. 95: 162-172 (2019) - [j53]Peng Wang, Mauro Dalla Mura, Jocelyn Chanussot, Gong Zhang:
Soft-Then-Hard Super-Resolution Mapping Based on Pansharpening Technique for Remote Sensing Image. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(1): 334-344 (2019) - [j52]Xin Huang, X. X. Zhu, Fabio Dell'Acqua, Mathieu Fauvel, Mauro Dalla Mura, Fabrizio Lombardini:
Foreword to the Special Issue on Recent Advances in Processing of High-Spatial-Resolution Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(8): 2588-2593 (2019) - [j51]Peng Wang, Lei Zhang, Gong Zhang, Hui Bi, Mauro Dalla Mura, Jocelyn Chanussot:
Superresolution Land Cover Mapping Based on Pixel-, Subpixel-, and Superpixel-Scale Spatial Dependence With Pansharpening Technique. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(10): 4082-4098 (2019) - [j50]Gemine Vivone, Paolo Addesso, Rocco Restaino, Mauro Dalla Mura, Jocelyn Chanussot:
Pansharpening Based on Deconvolution for Multiband Filter Estimation. IEEE Trans. Geosci. Remote. Sens. 57(1): 540-553 (2019) - [j49]Magnus O. Ulfarsson, Frosti Palsson, Mauro Dalla Mura, Johannes R. Sveinsson:
Sentinel-2 Sharpening Using a Reduced-Rank Method. IEEE Trans. Geosci. Remote. Sens. 57(9): 6408-6420 (2019) - [j48]Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson Alex dos Santos:
Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks. IEEE Trans. Geosci. Remote. Sens. 57(10): 7503-7520 (2019) - [c72]Mohamad Jouni, Mauro Dalla Mura, Pierre Comon:
Hyperspectral Image Classification Using Tensor CP Decomposition. IGARSS 2019: 1164-1167 - [c71]Bouthayna Msellmi, Daniele Picone, Mauro Dalla Mura, Zouhaier Ben Rabah, Imed Riadh Farah:
Isotropic Total Variation Minimization for Sub-Pixel Mapping. IGARSS 2019: 3325-3328 - [c70]Kuniaki Uto, Mauro Dalla Mura, Jocelyn Chanussot, Koichi Shinoda:
Estimation of Diffuse Component of Global Radiation Based on Leaf-Scale Crop Images. IGARSS 2019: 6263-6266 - [c69]Guillaume Tochon, Mauro Dalla Mura, Jocelyn Chanussot:
Constructing a Braid of Partitions from Hierarchies of Partitions. ISMM 2019: 111-123 - [c68]Mohamad Jouni, Mauro Dalla Mura, Pierre Comon:
Classification of Hyperspectral Images as Tensors Using Nonnegative CP Decomposition. ISMM 2019: 189-201 - [c67]Olumide Okubadejo, Edward Andò, Laurent Bonnaud, Gioacchino Viggiani, Mauro Dalla Mura:
Contact Based Hierarchical Segmentation for Granular Materials. ISMM 2019: 428-440 - [c66]Touria Bajjouk, Ichrak Zarati, Lucas Drumetz, Mauro Dalla Mura:
Spatial Characterization Of Marine Vegetation Using Semisupervised Hyperspectral Unmixing. WHISPERS 2019: 1-5 - [i2]Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, William Robson Schwartz, Jefersson A. dos Santos:
An Introduction to Deep Morphological Networks. CoRR abs/1906.01751 (2019) - 2018
- [j47]Théo Masson, Marie Dumont, Mauro Dalla Mura, Pascal Sirguey, Simon Gascoin, Jean-Pierre Dedieu, Jocelyn Chanussot:
An Assessment of Existing Methodologies to Retrieve Snow Cover Fraction from MODIS Data. Remote. Sens. 10(4): 619 (2018) - [j46]Marielle Malfante, Mauro Dalla Mura, Jean-Philippe Metaxian, Jérôme I. Mars, Orlando Macedo, L. Adolfo Inza:
Machine Learning for Volcano-Seismic Signals: Challenges and Perspectives. IEEE Signal Process. Mag. 35(2): 20-30 (2018) - [j45]Yang Xu, Zebin Wu, Jocelyn Chanussot, Mauro Dalla Mura, Andrea L. Bertozzi, Zhihui Wei:
Low-Rank Decomposition and Total Variation Regularization of Hyperspectral Video Sequences. IEEE Trans. Geosci. Remote. Sens. 56(3): 1680-1694 (2018) - [j44]Liang-Jian Deng, Gemine Vivone, Weihong Guo, Mauro Dalla Mura, Jocelyn Chanussot:
A Variational Pansharpening Approach Based on Reproducible Kernel Hilbert Space and Heaviside Function. IEEE Trans. Image Process. 27(9): 4330-4344 (2018) - [c65]Mohamad Jouni, Mauro Dalla Mura, Pierre Comon:
Some Issues in Computing the CP Decomposition of NonNegative Tensors. LVA/ICA 2018: 57-66 - [c64]Daniele Picone, Laurent Condat, Florian Cotte, Mauro Dalla Mura:
Image Fusion and Reconstruction of Compressed Data: A Joint Approach. ICIP 2018: 878-882 - [c63]Kuniaki Uto, Mauro Dalla Mura, Jocelyn Chanussot:
Spatial Resolution Enhancement of Optical Images Based on Tensor Decomposition. IGARSS 2018: 8058-8061 - [c62]Magnus O. Ulfarsson, Mauro Dalla Mura:
A Low-Rank Method for Sentinel-2 Sharpening Using Cyclic Descent. IGARSS 2018: 8857-8860 - [i1]Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson A. dos Santos:
Dynamic Multi-Scale Semantic Segmentation based on Dilated Convolutional Networks. CoRR abs/1804.04020 (2018) - 2017
- [j43]Daniele Picone, Rocco Restaino, Gemine Vivone, Paolo Addesso, Mauro Dalla Mura, Jocelyn Chanussot:
Band Assignment Approaches for Hyperspectral Sharpening. IEEE Geosci. Remote. Sens. Lett. 14(5): 739-743 (2017) - [j42]Peng Wang, Liguo Wang, Mauro Dalla Mura, Jocelyn Chanussot:
Using Multiple Subpixel Shifted Images With Spatial-Spectral Information in Soft-Then-Hard Subpixel Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(6): 2950-2959 (2017) - [j41]Rocco Restaino, Mauro Dalla Mura, Gemine Vivone, Jocelyn Chanussot:
Context-Adaptive Pansharpening Based on Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 55(2): 753-766 (2017) - [j40]Guillaume Tochon, Jocelyn Chanussot, Mauro Dalla Mura, Andrea L. Bertozzi:
Object Tracking by Hierarchical Decomposition of Hyperspectral Video Sequences: Application to Chemical Gas Plume Tracking. IEEE Trans. Geosci. Remote. Sens. 55(8): 4567-4585 (2017) - [j39]Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot:
Evaluation of the New Information in the H/α Feature Space Provided by ICA in PolSAR Data Analysis. IEEE Trans. Geosci. Remote. Sens. 55(12): 6893-6909 (2017) - [j38]Tianzhu Liu, Yanfeng Gu, Jocelyn Chanussot, Mauro Dalla Mura:
Multimorphological Superpixel Model for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(12): 6950-6963 (2017) - [j37]Gabriele Cavallaro, Nicola Falco, Mauro Dalla Mura, Jón Atli Benediktsson:
Automatic Attribute Profiles. IEEE Trans. Image Process. 26(4): 1859-1872 (2017) - [c61]Marielle Malfante, Mauro Dalla Mura, Jérôme I. Mars, Jean-Philippe Metaxian:
Machine learning for automatic classification of volcano-seismic signatures. EUSIPCO 2017: 2393-2397 - [c60]Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot:
A comparison between real and complex Schott spherical symmetry test for PolSAR data analysis. ICASSP 2017: 4277-4280 - [c59]Liang-Jian Deng, Gemine Vivone, Weihong Guo, Mauro Dalla Mura, Jocelyn Chanussot:
A variational pansharpening approach based on reproducible kernel Hilbert space and heaviside function. ICIP 2017: 535-539 - [c58]Paolo Addesso, Mauro Dalla Mura, Laurent Condat, Rocco Restaino, Gemine Vivone, Daniele Picone, Jocelyn Chanussot:
Hyperspectral image inpainting based on collaborative total variation. ICIP 2017: 4282-4286 - [c57]Théo Masson, Mauro Dalla Mura, Marie Dumont, Jocelyn Chanussot:
Using time series to improve endmembers estimation on multispectral images for snow monitoring. IGARSS 2017: 233-236 - [c56]Gabriele Cavallaro, Mauro Dalla Mura, Morris Riedel, Jón Atli Benediktsson:
Tree-based supervised feature extraction method based on self-dual attribute profiles. IGARSS 2017: 775-778 - [c55]Paolo Addesso, Mauro Dalla Mura, Laurent Condat, Rocco Restaino, Gemine Vivone, Daniele Picone, Jocelyn Chanussot:
Collaborative total variation for hyperspectral pansharpening. IGARSS 2017: 2597-2600 - [c54]Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot:
Information extraction by blind source separation from polarimetric SAR data. IGARSS 2017: 5326-5329 - [c53]Petra Bosilj, Bharath Bhushan Damodaran, Erchan Aptoula, Mauro Dalla Mura, Sébastien Lefèvre:
Attribute Profiles from Partitioning Trees. ISMM 2017: 381-392 - [c52]Safak Guner Koc, Erchan Aptoula, Petra Bosilj, Bharath Bhushan Damodaran, Mauro Dalla Mura, Sébastien Lefèvre:
A comparative noise robustness study of tree representations for attribute profile construction. SIU 2017: 1-4 - 2016
- [j36]Rui Bao, Junshi Xia, Mauro Dalla Mura, Peijun Du, Jocelyn Chanussot, Jinchang Ren:
Combining Morphological Attribute Profiles via an Ensemble Method for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 13(3): 359-363 (2016) - [j35]Jinchang Ren, Junwei Han, Mauro Dalla Mura:
Special issue on multimodal data fusion for multidimensional signal processing. Multidimens. Syst. Signal Process. 27(4): 801-805 (2016) - [j34]Giorgio Licciardi, Gemine Vivone, Mauro Dalla Mura, Rocco Restaino, Jocelyn Chanussot:
Multi-resolution analysis techniques and nonlinear PCA for hybrid pansharpening applications. Multidimens. Syst. Signal Process. 27(4): 807-830 (2016) - [j33]Wenzhi Liao, Mauro Dalla Mura, Jocelyn Chanussot, Aleksandra Pizurica:
Fusion of Spectral and Spatial Information for Classification of Hyperspectral Remote-Sensed Imagery by Local Graph. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(2): 583-594 (2016) - [j32]Wenzhi Liao, Mauro Dalla Mura, Jocelyn Chanussot, Rik Bellens, Wilfried Philips:
Morphological Attribute Profiles With Partial Reconstruction. IEEE Trans. Geosci. Remote. Sens. 54(3): 1738-1756 (2016) - [j31]Xiang Xu, Jun Li, Xin Huang, Mauro Dalla Mura, Antonio Plaza:
Multiple Morphological Component Analysis Based Decomposition for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(5): 3083-3102 (2016) - [j30]Erchan Aptoula, Mauro Dalla Mura, Sébastien Lefèvre:
Vector Attribute Profiles for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(6): 3208-3220 (2016) - [j29]Gabriele Cavallaro, Mauro Dalla Mura, Jón Atli Benediktsson, Antonio J. Plaza:
Remote Sensing Image Classification Using Attribute Filters Defined Over the Tree of Shapes. IEEE Trans. Geosci. Remote. Sens. 54(7): 3899-3911 (2016) - [j28]Lucas Drumetz, Miguel Angel Veganzones, Ruben Marrero Gomez, Guillaume Tochon, Mauro Dalla Mura, Giorgio A. Licciardi, Christian Jutten, Jocelyn Chanussot:
Hyperspectral Local Intrinsic Dimensionality. IEEE Trans. Geosci. Remote. Sens. 54(7): 4063-4078 (2016) - [j27]Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Andrei Anghel, Jocelyn Chanussot:
Spherical Symmetry of Complex Stochastic Models in Multivariate High-Resolution PolSAR Images. IEEE Trans. Geosci. Remote. Sens. 54(7): 4250-4261 (2016) - [j26]Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot, Nikola Besic:
Evaluation of ICA-Based ICTD for PolSAR Data Analysis Using a Sliding Window Approach: Convergence Rate, Gaussian Sources, and Spatial Correlation. IEEE Trans. Geosci. Remote. Sens. 54(7): 4262-4271 (2016) - [j25]Rocco Restaino, Gemine Vivone, Mauro Dalla Mura, Jocelyn Chanussot:
Fusion of Multispectral and Panchromatic Images Based on Morphological Operators. IEEE Trans. Image Process. 25(6): 2882-2895 (2016) - [c51]Yang Xu, Zebin Wu, Zhihui Wei, Mauro Dalla Mura, Jocelyn Chanussot, Andrea L. Bertozzi:
GAS plume detection in hyperspectral video sequence using low rank representation. ICIP 2016: 2221-2225 - [c50]Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson A. dos Santos:
Learning to semantically segment high-resolution remote sensing images. ICPR 2016: 3566-3571 - [c49]Wenzhi Liao, Mauro Dalla Mura, Xin Huang, Jocelyn Chanussot, Sidharta Gautama, Paul Scheunders, Wilfried Philips:
LiDAR information extraction by attribute filters with partial reconstruction. IGARSS 2016: 1484-1487 - [c48]Gabriele Cavallaro, Mauro Dalla Mura, Edwin Carlinet, Thierry Géraud, Nicola Falco, Jón Atli Benediktsson:
Region-based classification of remote sensing images with the morphological tree of shapes. IGARSS 2016: 5087-5090 - [c47]Giuseppe Picaro, Paolo Addesso, Rocco Restaino, Gemine Vivone, Daniele Picone, Mauro Dalla Mura:
Thermal sharpening of VIIRS data. IGARSS 2016: 7260-7263 - [c46]Paolo Addesso, Mauro Dalla Mura, Laurent Condat, Rocco Restaino, Gemine Vivone, Daniele Picone, Jocelyn Chanussot:
Hyperspectral pansharpening using convex optimization and collaborative total variation regularization. WHISPERS 2016: 1-5 - [c45]Théo Masson, Mauro Dalla Mura, Marie Dumont, Pascal Sirguey, Miguel Angel Veganzones, Jocelyn Chanussot, Jean-Pierre Dedieu:
Snow cover estimation based on spectral unmixing. WHISPERS 2016: 1-5 - [c44]Daniele Picone, Rocco Restaino, Gemine Vivone, Paolo Addesso, Mauro Dalla Mura, Jocelyn Chanussot:
Multispectral and hyperspectral data fusion based on SAM minimization band assignment approach. WHISPERS 2016: 1-5 - [c43]Guillaume Tochon, Lucas Drumetz, Miguel Angel Veganzones, Mauro Dalla Mura, Jocelyn Chanussot:
From local to global unmixing of hyperspectral images to reveal spectral variability. WHISPERS 2016: 1-5 - [c42]Guillaume Tochon, Delphine Pauwels, Mauro Dalla Mura, Jocelyn Chanussot:
Unmixing-based gas plume tracking in LWIR hyperspectral video sequences. WHISPERS 2016: 1-5 - [p1]Gabriele Cavallaro, Mauro Dalla Mura, Jón Atli Benediktsson:
Analyzing Remote Sensing Images with Hierarchial Morphological Representations. Handbook of Pattern Recognition and Computer Vision 2016: 313-330 - 2015
- [j24]Lucas Drumetz, Mauro Dalla Mura, Samuel Meulenyzer, Sébastien Lombard, Jocelyn Chanussot:
Semiautomatic classification of cementitious materials using scanning electron microscope images. J. Electronic Imaging 24(6): 061109 (2015) - [j23]Maria Rosaria Vicinanza, Rocco Restaino, Gemine Vivone, Mauro Dalla Mura, Jocelyn Chanussot:
A Pansharpening Method Based on the Sparse Representation of Injected Details. IEEE Geosci. Remote. Sens. Lett. 12(1): 180-184 (2015) - [j22]Rémi Flamary, Mathieu Fauvel, Mauro Dalla Mura, Silvia Valero:
Analysis of Multitemporal Classification Techniques for Forecasting Image Time Series. IEEE Geosci. Remote. Sens. Lett. 12(5): 953-957 (2015) - [j21]Gabriele Cavallaro, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
Extended Self-Dual Attribute Profiles for the Classification of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 12(8): 1690-1694 (2015) - [j20]Mauro Dalla Mura, Saurabh Prasad, Fabio Pacifici, Paolo Gamba, Jocelyn Chanussot, Jón Atli Benediktsson:
Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing. Proc. IEEE 103(9): 1585-1601 (2015) - [j19]Xin Huang, Mathieu Fauvel, Mauro Dalla Mura, Liangpei Zhang:
Foreword to the Special Issue on Information Extraction From High-Spatial-Resolution Optical Remotely Sensed Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(5): 1872-1875 (2015) - [j18]Gemine Vivone, Miguel Simões, Mauro Dalla Mura, Rocco Restaino, José M. Bioucas-Dias, Giorgio Licciardi, Jocelyn Chanussot:
Pansharpening Based on Semiblind Deconvolution. IEEE Trans. Geosci. Remote. Sens. 53(4): 1997-2010 (2015) - [j17]Pedram Ghamisi, Mauro Dalla Mura, Jón Atli Benediktsson:
A Survey on Spectral-Spatial Classification Techniques Based on Attribute Profiles. IEEE Trans. Geosci. Remote. Sens. 53(5): 2335-2353 (2015) - [j16]Gemine Vivone, Luciano Alparone, Jocelyn Chanussot, Mauro Dalla Mura, Andrea Garzelli, Giorgio Licciardi, Rocco Restaino, Lucien Wald:
A Critical Comparison Among Pansharpening Algorithms. IEEE Trans. Geosci. Remote. Sens. 53(5): 2565-2586 (2015) - [j15]Junshi Xia, Mauro Dalla Mura, Jocelyn Chanussot, Peijun Du, Xiyan He:
Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles. IEEE Trans. Geosci. Remote. Sens. 53(9): 4768-4786 (2015) - [c41]Mauro Dalla Mura, José M. Bioucas-Dias, Jocelyn Chanussot:
An analysis of collaborative representation schemes for the classification of hyperspectral images. EUSIPCO 2015: 754-758 - [c40]Mauro Dalla Mura, Gemine Vivone, Rocco Restaino, Paolo Addesso, Jocelyn Chanussot:
Global and local Gram-Schmidt methods for hyperspectral pansharpening. IGARSS 2015: 37-40 - [c39]Gemine Vivone, Rocco Restaino, Mauro Dalla Mura, Jocelyn Chanussot:
Multi-band semiblind deconvolution for pansharpening applications. IGARSS 2015: 41-44 - [c38]Xiang Xu, Jun Li, Mauro Dalla Mura:
Remote sensing image classification based on multiple morphological component analysis. IGARSS 2015: 2596-2599 - [c37]Gabriele Cavallaro, Mauro Dalla Mura, Nicola Falco, Jón Atli Benediktsson:
Automatic morphological attribute profiles. IGARSS 2015: 2604-2607 - [c36]Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot, Nikola Besic:
Evaluation of ICA based ICTD for PolSAR data analysis in tropical forest scenario. IGARSS 2015: 3786-3789 - [c35]Rocco Restaino, Gemine Vivone, Mauro Dalla Mura, Jocelyn Chanussot:
A Pansharpening Algorithm Based on Morphological Filters. ISMM 2015: 98-109 - [c34]Gabriele Cavallaro, Nicola Falco, Mauro Dalla Mura, Lorenzo Bruzzone, Jón Atli Benediktsson:
Automatic Threshold Selection for Profiles of Attribute Filters Based on Granulometric Characteristic Functions. ISMM 2015: 169-181 - [c33]Guillaume Tochon, Mauro Dalla Mura, Jocelyn Chanussot:
Segmentation of Multimodal Images Based on Hierarchies of Partitions. ISMM 2015: 241-252 - [c32]Miguel Angel Veganzones, Mauro Dalla Mura, Guillaume Tochon, Jocelyn Chanussot:
Binary Partition Trees-Based Spectral-Spatial Permutation Ordering. ISMM 2015: 434-445 - [c31]Gabriele Cavallaro, Mauro Dalla Mura, Jón Atli Benediktsson:
Processing high resolution images of urban areas with self-dual attribute filters. JURSE 2015: 1-4 - 2014
- [j14]Sergio Bernabé, Prashanth Reddy Marpu, Antonio Plaza, Mauro Dalla Mura, Jón Atli Benediktsson:
Spectral-Spatial Classification of Multispectral Images Using Kernel Feature Space Representation. IEEE Geosci. Remote. Sens. Lett. 11(1): 288-292 (2014) - [j13]Gemine Vivone, Rocco Restaino, Mauro Dalla Mura, Giorgio Licciardi, Jocelyn Chanussot:
Contrast and Error-Based Fusion Schemes for Multispectral Image Pansharpening. IEEE Geosci. Remote. Sens. Lett. 11(5): 930-934 (2014) - [j12]Xin Huang, Xuehua Guan, Jón Atli Benediktsson, Liangpei Zhang, Jun Li, Antonio Plaza, Mauro Dalla Mura:
Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(12): 4653-4669 (2014) - [j11]Benqin Song, Jun Li, Mauro Dalla Mura, Peijun Li, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson, Jocelyn Chanussot:
Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles. IEEE Trans. Geosci. Remote. Sens. 52(8): 5122-5136 (2014) - [j10]Devis Tuia, Michele Volpi, Mauro Dalla Mura, Alain Rakotomamonjy, Rémi Flamary:
Automatic Feature Learning for Spatio-Spectral Image Classification With Sparse SVM. IEEE Trans. Geosci. Remote. Sens. 52(10): 6062-6074 (2014) - [j9]Miguel Angel Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio J. Plaza, Jocelyn Chanussot:
Hyperspectral Image Segmentation Using a New Spectral Unmixing-Based Binary Partition Tree Representation. IEEE Trans. Image Process. 23(8): 3574-3589 (2014) - [c30]Mauro Dalla Mura, Saurabh Prasad, Fabio Pacifici, Paolo Gamba, Jocelyn Chanussot:
Challenges and opportunities of multimodality and Data Fusion in Remote Sensing. EUSIPCO 2014: 106-110 - [c29]Mauro Dalla Mura, Gemine Vivone, Rocco Restaino, Jocelyn Chanussot:
Context-adaptive Pansharpening based on binary partition tree segmentation. ICIP 2014: 3924-3928 - [c28]François Cokelaer, Mauro Dalla Mura, Hugues Talbot, Jocelyn Chanussot:
Selective and robust d-dimensional path operators. ICIP 2014: 4767-4771 - [c27]Gemine Vivone, Luciano Alparone, Jocelyn Chanussot, Mauro Dalla Mura, Andrea Garzelli, Giorgio Licciardi, Rocco Restaino, Lucien Wald:
A critical comparison of pansharpening algorithms. IGARSS 2014: 191-194 - [c26]Gabriele Cavallaro, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
A comparison of self-dual attribute profiles based on different filter rules for classification. IGARSS 2014: 1265-1268 - [c25]Maria Rosaria Vicinanza, Rocco Restaino, Gemine Vivone, Mauro Dalla Mura, Giorgio Licciardi, Jocelyn Chanussot:
A method for improving the consistency property of pansharpening algorithms. IGARSS 2014: 2534-2537 - [c24]Gemine Vivone, Rocco Restaino, Giorgio Licciardi, Mauro Dalla Mura, Jocelyn Chanussot:
MultiResolution Analysis and Component Substitution techniques for hyperspectral Pansharpening. IGARSS 2014: 2649-2652 - [c23]Miguel Angel Veganzones, Mauro Dalla Mura, Marie Dumont, Isabella Zin, Jocelyn Chanussot:
Improved subpixel monitoring of seasonal snow cover: A case study in the Alps. IGARSS 2014: 3976-3979 - [c22]Mathieu Fauvel, Carole Planque, David Sheeren, Mauro Dalla Mura, François Cokelaer, J. Chanussov, Hugues Talbot:
Robust path opening versus path opening for the detection of hedgerows in rural landscapes. IGARSS 2014: 4910-4913 - [c21]Lucas Drumetz, Miguel Angel Veganzones, Ruben Marrero, Guillaume Tochon, Mauro Dalla Mura, Antonio Plaza, Jocelyn Chanussot:
Binary partition tree-based local spectral unmixing. WHISPERS 2014: 1-4 - [c20]Guillaume Tochon, Jocelyn Chanussot, Jérôme Gilles, Mauro Dalla Mura, Jen-Mei Chang, Andrea L. Bertozzi:
Gas plume detection and tracking in hyperspectral video sequences using Binary Partition Trees. WHISPERS 2014: 1-4 - [c19]Miguel Angel Veganzones, Lucas Drumetz, Guillaume Tochon, Mauro Dalla Mura, Antonio Plaza, José M. Bioucas-Dias, Jocelyn Chanussot:
A new extended linear mixing model to address spectral variability. WHISPERS 2014: 1-4 - 2013
- [j8]Prashanth Reddy Marpu, Mattia Pedergnana, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
Automatic Generation of Standard Deviation Attribute Profiles for Spectral-Spatial Classification of Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. 10(2): 293-297 (2013) - [j7]Nicola Falco, Mauro Dalla Mura, Francesca Bovolo, Jón Atli Benediktsson, Lorenzo Bruzzone:
Change Detection in VHR Images Based on Morphological Attribute Profiles. IEEE Geosci. Remote. Sens. Lett. 10(3): 636-640 (2013) - [j6]Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
A Novel Technique for Optimal Feature Selection in Attribute Profiles Based on Genetic Algorithms. IEEE Trans. Geosci. Remote. Sens. 51(6-2): 3514-3528 (2013) - [c18]Miguel Angel Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio J. Plaza, Jocelyn Chanussot:
Hyperspectral image segmentation using a new spectral mixture-based binary partition tree representation. ICIP 2013: 245-249 - [c17]Devis Tuia, Michele Volpi, Mauro Dalla Mura, Alain Rakotomamonjy, Rémi Flamary:
Create the relevant spatial filterbank in the hyperspectral jungle. IGARSS 2013: 2172-2175 - [c16]Miguel Angel Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio J. Plaza, Jocelyn Chanussot:
A comparison study between windowing and binary partition trees for hyperspectral image information mining. IGARSS 2013: 4375-4378 - [c15]Paul Chippendale, Michele Zanin, Mauro Dalla Mura:
Geo-positional Image Forensics through Scene-terrain Registration. VISAPP (2) 2013: 41-47 - 2012
- [j5]Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
Classification of Remote Sensing Optical and LiDAR Data Using Extended Attribute Profiles. IEEE J. Sel. Top. Signal Process. 6(7): 856-865 (2012) - [j4]Giorgio A. Licciardi, Alberto Villa, Mauro Dalla Mura, Lorenzo Bruzzone, Jocelyn Chanussot, Jón Atli Benediktsson:
Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(1): 71-79 (2012) - [c14]Michela Lecca, Mauro Dalla Mura:
Intensity and affine invariant statistic-based image matching. CompIMAGE 2012: 85-90 - [c13]Devis Tuia, Mauro Dalla Mura, Michele Volpi, Rémi Flamary, Alain Rakotomamonjy:
Discovering relevant spatial filterbanks for VHR image classification. ICPR 2012: 3212-3215 - [c12]Michele Zanin, Claudio Andreatta, Paul Chippendale, Mauro Dalla Mura, Fabio Remondino:
Feature preserving method for creating visual appearance models and virtual views from collective images. IGARSS 2012: 56-59 - [c11]Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
A novel supervised feature selection technique based on genetic algorithms. IGARSS 2012: 60-63 - [c10]Mauro Dalla Mura, Michele Zanin, Claudio Andreatta, Paul Chippendale:
Augmented reality: Fusing the real and synthetic worlds. IGARSS 2012: 170-173 - [c9]Paul Chippendale, Mauro Dalla Mura, Michele Zanin:
Real-world DEM harmonisation through photo re-projection. IGARSS 2012: 428-430 - [c8]Örsan Aytekin, Mauro Dalla Mura, Ilkay Ulusoy, Jón Atli Benediktsson:
Classification of hyperspectral images based on weighted DMPS. IGARSS 2012: 4154-4157 - 2011
- [b1]Mauro Dalla Mura:
Advanced Techniques based on Mathematical Morphology for the Analysis of Remote Sensing Images. University of Trento, Italy, 2011 - [j3]Mauro Dalla Mura, Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Lorenzo Bruzzone:
Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis. IEEE Geosci. Remote. Sens. Lett. 8(3): 542-546 (2011) - [c7]Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
A general approach to the spatial simplification of remote sensing images based on morphological connected filters. IGARSS 2011: 1239-1242 - [c6]Stijn Peeters, Prashanth Reddy Marpu, Jón Atli Benediktsson, Mauro Dalla Mura:
Classification using Extended Morphological Attribute Profiles based on different feature extraction techniques. IGARSS 2011: 4453-4456 - [c5]Jón Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, Mauro Dalla Mura, Philippe Salembier, Silvia Valero:
Hierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees. ISMM 2011: 306-319 - [c4]Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
Self-dual Attribute Profiles for the Analysis of Remote Sensing Images. ISMM 2011: 320-330 - 2010
- [j2]Mauro Dalla Mura, Jón Atli Benediktsson, Björn Waske, Lorenzo Bruzzone:
Morphological Attribute Profiles for the Analysis of Very High Resolution Images. IEEE Trans. Geosci. Remote. Sens. 48(10): 3747-3762 (2010) - [c3]Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
Classification of hyperspectral images with Extended Attribute Profiles and feature extraction techniques. IGARSS 2010: 76-79 - [c2]Mauro Dalla Mura, Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Lorenzo Bruzzone:
Classification of hyperspectral images by using morphological attribute filters and Independent Component Analysis. WHISPERS 2010: 1-4
2000 – 2009
- 2009
- [c1]Mauro Dalla Mura, Jón Atli Benediktsson, Björn Waske, Lorenzo Bruzzone:
Morphological Attribute Filters for the Analysis of Very High Resolution Remote Sensing Images. IGARSS (3) 2009: 97-100 - 2008
- [j1]Mauro Dalla Mura, Jón Atli Benediktsson, Francesca Bovolo, Lorenzo Bruzzone:
An Unsupervised Technique Based on Morphological Filters for Change Detection in Very High Resolution Images. IEEE Geosci. Remote. Sens. Lett. 5(3): 433-437 (2008)
Coauthor Index
[j65] [j64] [j59] [j55] [j54] [j53] [j51] [j50] [j48] [c70] [c69] [i2] [j47] [j45] [j44] [c63] [i1] [j43] [j42] [j41] [j40] [j39] [j38] [c60] [c59] [c58] [c57] [c55] [c54] [j36] [j34] [j33] [j32] [j28] [j27] [j26] [j25] [c51] [c50] [c49] [c46] [c45] [c44] [c43] [c42] [j24] [j23] [j20] [j18] [j16] [j15] [c41] [c40] [c39] [c36] [c35] [c33] [c32] [j13] [j11] [j9] [c30] [c29] [c28] [c27] [c25] [c24] [c23] [c21] [c20] [c19] [c18] [c16] [j4] [j3] [c5] [c2]
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