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Department of Physics and Technology saloua.chlaily@uit.no Tromsø

Saloua Chlaily


Researcher / Earth Observation


  • Catherine Cecilia A Taelman, Saloua Chlaily, Eduard Khachatrian, Fons Van Der Sommen, Andrea Marinoni :
    On the Exploitation of Heterophily in Graph-Based Multimodal Remote Sensing Data Analysis
    CEUR Workshop Proceedings 2022
  • Eduard Khachatrian, Saloua Chlaily, Torbjørn Eltoft, Andrea Marinoni :
    A Multimodal Feature Selection Method for Remote Sensing Data Analysis Based on Double Graph Laplacian Diagonalization
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2021 ARKIV / DOI
  • Saloua Chlaily, Dino Ienco, Christian Jutten, Andrea Marinoni :
    On Enhanced Ensemble Learning for Multimodal Remote Sensing Data Analysis by Capacity Optimization
    IEEE Statistical Signal Processing Workshop (SSP) 2021 DOI
  • Eduard Khachatrian, Saloua Chlaily, Torbjørn Eltoft, Wolfgang Fritz Otto Dierking, Frode Dinessen, Andrea Marinoni :
    Automatic Selection of Relevant Attributes for Multi-Sensor Remote Sensing Analysis: A Case Study on Sea Ice Classification
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2021 ARKIV / DOI
  • Saloua Chlaily, Thomas Kræmer, Torbjørn Eltoft, Andrea Marinoni :
    A wavelet-based thermal noise removal approach for Sentinel-1 records on polar areas
    Electronic proceedings (EUSAR) 2021 FULLTEKST
  • Eduard Khachatrian, Saloua Chlaily, Torbjørn Eltoft, Andrea Marinoni :
    Selecting principal attributes in multimodal remote sensing for sea ice characterization
    VDE Verlag GmbH 2021
  • Eduard Khachatrian, Saloua Chlaily, Torbjørn Eltoft, Paolo Gamba, Andrea Marinoni :
    Unsupervised Band Selection for Hyperspectral Datasets by Double Graph Laplacian Diagonalization
    IEEE International Geoscience and Remote Sensing Symposium proceedings 2021 DOI
  • Saloua Chlaily, Mauro Della 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 Transactions on Geoscience and Remote Sensing 2020 ARKIV / DOI
  • Eduard Khachatrian, Saloua Chlaily, Torbjørn Eltoft, Andrea Marinoni :
    Unsupervised Information Selection In Multimodal Sea Ice Remote Sensing
    The International Association for Hydro-Environment Engineering and Research (IAHR) 2020 FULLTEKST
  • Catherine Cecilia A Taelman, Saloua Chlaily, Eduard Khachatrian, Andrea Marinoni :
    On the exploitation of heterophily in graph-based multimodal remote sensing data analysis
    2021
  • Catherine Cecilia A Taelman, Saloua Chlaily, Eduard Khachatrian, Andrea Marinoni :
    Graph-based label propagation for multimodal remote sensing data
    2021
  • Catherine Cecilia A Taelman, Saloua Chlaily, Eduard Khachatrian, Andrea Marinoni :
    On the exploitation of heterophily in graph-based multimodal remote sensing data analysis
    2021
  • Andrea Marinoni, Saloua Chlaily, Christian Jutten :
    Addressing Reliability Of Multimodal Remote Sensing To Enhance Multisensor Data Fusion And Transfer Learning
    2020

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