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Computer Science

D-Index
44
Citations
10149
World Ranking
7468
National Ranking
169

Overview

Mauro Dalla Mura is affiliated with Grenoble Alpes University in France and has contributed extensively to the fields of engineering and computer science. Their research spans key subfields including media technology, computer vision and pattern recognition, artificial intelligence, biomedical engineering, and geophysics.

The scientist's main areas of study reflect a strong focus on remote sensing and image analysis, with significant work addressing topics such as:

  • Remote-Sensing Image Classification
  • Advanced Image Fusion Techniques
  • Image and Signal Denoising Methods
  • Seismology and Earthquake Studies
  • Remote Sensing and Land Use
  • Earthquake Detection and Analysis
  • Remote Sensing in Agriculture

Mauro Dalla Mura has frequently published in a variety of academic venues. Prominent publication venues include:

  • arXiv (Cornell University)
  • IEEE Transactions on Geoscience and Remote Sensing
  • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  • IEEE Geoscience and Remote Sensing Letters
  • Remote Sensing

Their recent notable papers encompass:

  • A New Benchmark Based on Recent Advances in Multispectral Pansharpening: Revisiting Pansharpening With Classical and Emerging Pansharpening Methods, 2020, IEEE Geoscience and Remote Sensing Magazine
  • A Benchmarking Protocol for Pansharpening: Dataset, Preprocessing, and Quality Assessment, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  • VOGTNet: Variational Optimization-Guided Two-Stage Network for Multispectral and Panchromatic Image Fusion, 2024, IEEE Transactions on Neural Networks and Learning Systems
  • Automatic Multichannel Volcano-Seismic Classification Using Machine Learning and EMD, 2020, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  • Deep SURE for Unsupervised Remote Sensing Image Fusion, 2022, IEEE Transactions on Geoscience and Remote Sensing

Throughout their career, Mauro Dalla Mura has collaborated with several frequent co-authors, including:

  • Daniele Picone
  • Sophie Giffard-Roisin
  • Mohamad Jouni
  • Lucas Drumetz
  • Magnús Ö. Úlfarsson

Best Publications

  • A Critical Comparison Among Pansharpening Algorithms

    Gemine Vivone;Luciano Alparone;Jocelyn Chanussot;Mauro Dalla Mura

  • Morphological Attribute Profiles for the Analysis of Very High Resolution Images

    M Dalla Mura;J Atli Benediktsson;B Waske;L Bruzzone

  • Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis

    Mauro Dalla Mura;A Villa;J A Benediktsson;J Chanussot

  • Extended profiles with morphological attribute filters for the analysis of hyperspectral data

    Mauro Dalla Mura;Jon Atli Benediktsson;Bjorn Waske;Lorenzo Bruzzone

  • Simultaneous extraction of roads and buildings in remote sensing imagery with convolutional neural networks

    Rasha Alshehhi;Prashanth Reddy Marpu;Wei Lee Woon;Mauro Dalla Mura

  • A Survey on Spectral–Spatial Classification Techniques Based on Attribute Profiles

    Pedram Ghamisi;Mauro Dalla Mura;Jon Atli Benediktsson

  • Contrast and Error-Based Fusion Schemes for Multispectral Image Pansharpening

    Gemine Vivone;Rocco Restaino;Mauro Dalla Mura;Giorgio Licciardi

  • A New Benchmark Based on Recent Advances in Multispectral Pansharpening: Revisiting Pansharpening With Classical and Emerging Pansharpening Methods

    Gemine Vivone;Mauro Dalla Mura;Andrea Garzelli;Rocco Restaino

  • Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing

    M. Dalla Mura;S. Prasad;F. Pacifici;P. Gamba

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

    Benqin Song;Jun Li;Mauro Dalla Mura;Peijun Li

  • A Pansharpening Method Based on the Sparse Representation of Injected Details

    Maria Rosaria Vicinanza;Rocco Restaino;Gemine Vivone;Mauro Dalla Mura

  • Fusion of Multispectral and Panchromatic Images Based on Morphological Operators

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

  • Classification of Remote Sensing Optical and LiDAR Data Using Extended Attribute Profiles

    M. Pedergnana;P. R. Marpu;M. Dalla Mura;J. A. Benediktsson

  • Machine Learning for Volcano-Seismic Signals: Challenges and Perspectives

    Marielle Malfante;Mauro Dalla Mura;Jean-Philippe Metaxian;Jerome I. Mars

  • Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles

    Junshi Xia;Mauro Dalla Mura;Jocelyn Chanussot;Peijun Du

  • Context-Adaptive Pansharpening Based on Image Segmentation

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

  • An Unsupervised Technique Based on Morphological Filters for Change Detection in Very High Resolution Images

    M. Dalla Mura;J.A. Benediktsson;F. Bovolo;L. Bruzzone

  • A Novel Technique for Optimal Feature Selection in Attribute Profiles Based on Genetic Algorithms

    M. Pedergnana;P. R. Marpu;M. D. Mura;J. A. Benediktsson

  • Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks

    Keiller Nogueira;Mauro Dalla Mura;Jocelyn Chanussot;William Robson Schwartz

  • Pansharpening Based on Semiblind Deconvolution

    Gemine Vivone;Miguel Simoes;Mauro Dalla Mura;Rocco Restaino

  • Automatic Generation of Standard Deviation Attribute Profiles for Spectral–Spatial Classification of Remote Sensing Data

    P. R. Marpu;M. Pedergnana;Mauro Dalla Mura;J. A. Benediktsson

Frequent Co-Authors

Jocelyn Chanussot
Jocelyn Chanussot Grenoble Alpes University
Jon Atli Benediktsson
Jon Atli Benediktsson University of Iceland
Lorenzo Bruzzone
Lorenzo Bruzzone University of Trento
Gemine Vivone
Gemine Vivone National Research Council (CNR)
Wenzhi Liao
Wenzhi Liao Ghent University
Antonio Plaza
Antonio Plaza University of Extremadura
William Robson Schwartz
William Robson Schwartz Universidade Federal de Minas Gerais
Wilfried Philips
Wilfried Philips Ghent University
Pierre Comon
Pierre Comon Grenoble Alpes University
Andrea L. Bertozzi
Andrea L. Bertozzi University of California, Los Angeles

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