Mauro Dalla Mura

Mauro Dalla Mura

Grenoble INP

H-index: 43

Europe-France

About Mauro Dalla Mura

Mauro Dalla Mura, With an exceptional h-index of 43 and a recent h-index of 35 (since 2020), a distinguished researcher at Grenoble INP, specializes in the field of remote sensing, computational imaging, image and signal processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

A new deep-learning approach for the sub-pixel correlation of optical images in the near-field of earthquake ruptures

Multi-view graph representation learning for hyperspectral image classification with spectral–spatial graph neural networks

Spectro-spatial hyperspectral image reconstruction from interferometric acquisitions

Koopman Ensembles for Probabilistic Time Series Forecasting

Sub-Pixel Displacement Estimation with Deep Learning: Application to Optical Satellite Images Containing Sharp Displacements

Consistency and Ambiguities of Quality No Reference Metric for Pansharpening

Hyperspectral anomaly detection via sparsity of core tensor under gradient domain

Physics-based fusion of Sentinel-2 and Sentinel-3 for higher resolution vegetation monitoring

Mauro Dalla Mura Information

University

Position

GIPSA-lab

Citations(all)

9149

Citations(since 2020)

5664

Cited By

5939

hIndex(all)

43

hIndex(since 2020)

35

i10Index(all)

97

i10Index(since 2020)

80

Email

University Profile Page

Grenoble INP

Google Scholar

View Google Scholar Profile

Mauro Dalla Mura Skills & Research Interests

remote sensing

computational imaging

image and signal processing

Top articles of Mauro Dalla Mura

Title

Journal

Author(s)

Publication Date

A new deep-learning approach for the sub-pixel correlation of optical images in the near-field of earthquake ruptures

Tristan Montagnon

Sophie Giffard-Roisin

James Hollingsworth

Erwan Pathier

Mauro Dalla Mura

...

2024/3/7

Multi-view graph representation learning for hyperspectral image classification with spectral–spatial graph neural networks

Neural Computing and Applications

Refka Hanachi

Akrem Sellami

Imed Riadh Farah

Mauro Dalla Mura

2024/3

Spectro-spatial hyperspectral image reconstruction from interferometric acquisitions

Daniele Picone

Mohamad Jouni

Mauro Dalla Mura

2024/4/14

Koopman Ensembles for Probabilistic Time Series Forecasting

arXiv preprint arXiv:2403.06757

Anthony Frion

Lucas Drumetz

Guillaume Tochon

Mauro Dalla Mura

Albdeldjalil Aïssa El Bey

2024/3/11

Sub-Pixel Displacement Estimation with Deep Learning: Application to Optical Satellite Images Containing Sharp Displacements

Tristan Montagnon

Sophie Giffard-Roisin

Mauro Dalla Mura

Mathilde Marchandon

Erwan Pathier

...

2023/10/9

Consistency and Ambiguities of Quality No Reference Metric for Pansharpening

Paul Aimé

Lucas Drumetz

Mauro Dalla Mura

Touria Bajjouk

René Garello

2023/7/16

Hyperspectral anomaly detection via sparsity of core tensor under gradient domain

IEEE Transactions on Geoscience and Remote Sensing

Wenting Shang

Jiangjun Peng

Zebin Wu

Yang Xu

Mohamad Jouni

...

2023/7/21

Physics-based fusion of Sentinel-2 and Sentinel-3 for higher resolution vegetation monitoring

IEEE Transactions on Geoscience and Remote Sensing

Abdelaziz Kallel

Mauro Dalla Mura

Sana Fakhfakh

Najmeddine Ben Romdhane

2023/3/14

Can deep learning help understand and characterize earthquakes? An example with deep learning optical satellite image correlation.

EGU General Assembly Conference Abstracts

Sophie Giffard-Roisin

Tristan Montagnon

Erwan Pathier

Mauro Dalla Mura

Mathilde Marchandon

...

2023/5

Implementation of hyperspectral inversion algorithms on FPGA: Hardware comparison using High Level Synthesis

arXiv preprint arXiv:2310.01906

El Mehdi Abdali

Daniele Picone

Mauro Dalla-Mura

Stéphane Mancini

2023/10/3

Model-based demosaicking for acquisitions by a RGBW color filter array

Matthieu Muller

Daniele Picone

Mauro Dalla Mura

Magnus O Ulfarsson

2023/7/16

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

Han V Nguyen

Magnus O Ulfarsson

Johannes R Sveinsson

Mauro Dalla Mura

2023/7/16

Regularized tensor representative coefficient model for hyperspectral target detection

IEEE Geoscience and Remote Sensing Letters

Wenting Shang

Mohamad Jouni

Zebin Wu

Yang Xu

Mauro Dalla Mura

...

2023/3/10

Detection and characterization of slow deformation from GNSS data by deep learning in the Cascadia subduction zone

EGU General Assembly Conference Abstracts

Giuseppe Costantino

Sophie Giffard-Roisin

Mauro Dalla Mura

Mathilde Radiguet

David Marsan

...

2023/5

MultiHU-TD: Multi-feature Hyperspectral Unmixing Based on Tensor Decomposition

IEEE Transactions on Geoscience and Remote Sensing

Mohamad Jouni

Mauro Dalla Mura

Lucas Drumetz

Pierre Comon

2023/9/14

Interferometer response characterization algorithm for multi-aperture Fabry-Perot imaging spectrometers

Optics Express

Daniele Picone

Silvère Gousset

Mauro Dalla Mura

Yann Ferrec

Etienne le Coarer

2023/7/3

Multi-station deep learning on geodetic time series detects slow slip events in Cascadia

Communications Earth & Environment

Giuseppe Costantino

Sophie Giffard-Roisin

Mathilde Radiguet

Mauro Dalla Mura

David Marsan

...

2023/11/24

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

Olivier Lim

Stéphane Mancini

Mauro Dalla Mura

2023/7/16

DNGAE: Deep Neighborhood Graph Autoencoder for Robust Blind Hyperspectral Unmixing

Refka Hanachi

Akrem Sellami

Imed Riadh Farah

Mauro Dalla Mura

2023/9/13

Hyperspectral imagery and urban areas: results of the HYEP project

Revue Française de Photogrammétrie et de Télédétection

Christiane Weber

Xavier Briottet

Thomas Houet

Sébastien Gadal

Rahim Aguejdad

...

2023/3/2

See List of Professors in Mauro Dalla Mura University(Grenoble INP)

Co-Authors

H-index: 104
Lorenzo Bruzzone

Lorenzo Bruzzone

Università degli Studi di Trento

H-index: 100
Jocelyn Chanussot

Jocelyn Chanussot

Grenoble INP

H-index: 94
Antonio Plaza

Antonio Plaza

Universidad de Extremadura

H-index: 41
Andrea Garzelli

Andrea Garzelli

Università degli Studi di Siena

H-index: 35
Jerome MARS

Jerome MARS

Grenoble INP

H-index: 22
Rocco RESTAINO

Rocco RESTAINO

Università degli Studi di Salerno

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