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Browsing by Author "Ghamisi, Pedram"

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    A MULTI-SENSOR SUBSPACE-BASED CLUSTERING ALGORITHM USING RGB AND HYPERSPECTRAL DATA

    Shahi, Kasra Rafiezadeh
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    Ghamisi, Pedram
    ;
    Jackisch, Robert
    ;
    Rasti, Behnood
    ;
    Scheunders, Paul  
    Proceedings paper
    2021, 11th Workshop on Hyperspectral Imaging and Signal Processing - Evolution in Remote Sensing (WHISPERS), MAR 24-26, 2021
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    Advances in hyperspectral image and signal processing : a comprehensive overview of the state of the art

    Ghamisi, Pedram
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    Yokoya, Naoto
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    Li, Jun
    ;
    Liao, Wenzhi  
    ;
    Liu, Sicong
    ;
    Plaza, Javier
    ;
    Rasti, Behnood
    Journal article
    2017, IEEE Geoscience and Remote Sensing Magazine, (5) 4, p.37-78
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    Data fusion using a multi-sensor sparse-based clustering algorithm

    Rafiezadeh Sahi, Kasra
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    Ghamisi, Pedram
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    Rasti, Behnood
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    Jackisch, R.
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    Scheunders, Paul  
    Journal article
    2020-12, Remote Sensing, (12) 23, p.4007
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    How hyperspectral image unmixing and denoising can boost each other

    Rasti, Behnood
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    Koirala, Bikram  
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    Scheunders, Paul  
    ;
    Ghamisi, Pedram
    Journal article
    2020-05, Remote Sensing, (12) 11, p.1728
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    HYPERSPECTRAL CLUSTERING USING ATROUS SPATIAL-SPECTRAL CONVOLUTIONAL NETWORK

    Shahi, Kasra Rafiezadeh
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    Ghamisi, Pedram
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    Rasti, Behnood
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    Scheunders, Paul  
    ;
    Gloaguen, Richard
    Proceedings paper
    2022, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), JUL 17-22, 2022, p.199-202
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    MS²A-Net: Multiscale Spectral-Spatial Association Network for Hyperspectral Image Clustering

    Shahi, Kasra Rafiezadeh
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    Ghamisi, Pedram
    ;
    Rasti, Behnood
    ;
    Gloaguen, Richard
    ;
    Scheunders, Paul  
    Journal article
    2022, IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 15, p.6518-6530
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    Noise reduction in hyperspectral imagery: overview and application

    Rasti, B
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    Scheunders, Paul  
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    Ghamisi, Pedram
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    Licciardi, G.
    ;
    Chanussot, Jocelyn
    Journal article
    2018-03, Remote Sensing, 10, p.482-482
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    UnDIP: Hyperspectral Unmixing Using Deep Image Prior

    Rasti, Behnood
    ;
    Koirala, Bikram  
    ;
    Scheunders, Paul  
    ;
    Ghamisi, Pedram
    Journal article
    2022, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 60, p.5504615
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    Unsupervised Data Fusion With Deeper Perspective: A Novel Multisensor Deep Clustering Algorithm

    Shahi, Kasra Rafiezadeh
    ;
    Ghamisi, Pedram
    ;
    Rasti, Behnood
    ;
    Scheunders, Paul  
    ;
    Gloaguen, Richard
    Journal article
    2022, IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 15, p.284-296

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