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Browsing by Author "Rasti, Behnood"

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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
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    Jackisch, Robert
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    Rasti, Behnood
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    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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    A Multisensor Hyperspectral Benchmark Dataset for Unmixing of Intimate Mixtures

    Koirala, Bikram  
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    Rasti, Behnood
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    Bnoulkacem, Zakaria
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    Ribeiro, Andrea de Lima
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    Madriz, Yuleika
    Journal article
    2024, IEEE SENSORS JOURNAL, (24) 4, p.4694-4710
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    A Supervised Approach for Estimating Fractional Abundances of Binary Intimate Mixtures

    Koirala, Bikram  
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    Rasti, Behnood
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    Scheunders, Paul  
    Journal article
    2024, IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 17, p.8956-8966
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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  
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    Liu, Sicong
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    Plaza, Javier
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    Rasti, Behnood
    Journal article
    2017, IEEE Geoscience and Remote Sensing Magazine, (5) 4, p.37-78
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    AN EXTENSIVE MULTISENSOR HYPERSPECTRAL BENCHMARK DATASETS OF INTIMATE MIXTURES OF MINERAL POWDERS

    Koirala, Bikram  
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    Rasti, Behnood
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    Bnoulkacem, Zakaria
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    Ribeiro, Andrea de Lima
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    Madriz, Yuleika
    Proceedings paper
    2023, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), JUL 16-21, 2023, p.5890-5893
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    BLIND NONLINEAR UNMIXING FOR INTIMATE MIXTURES USING HAPKE MODEL AND CNN

    Rasti, Behnood
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    Koirala, Bikram  
    Proceedings paper
    2022, 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), SEP 13-16, 2022
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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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    DEEP BLIND UNMIXING USING MINIMUM SIMPLEX CONVOLUTIONAL NETWORK

    Rasti, Behnood
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    Koirala, Bikram  
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    Scheunders, Paul  
    ;
    Chanussot, Jocelyn
    Proceedings paper
    2022, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), JUL 17-22, 2022, p.28-31
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    HapkeCNN: Blind Nonlinear Unmixing for Intimate Mixtures Using Hapke Model and Convolutional Neural Network

    Rasti, Behnood
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    Koirala, Bikram  
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    Scheunders, Paul  
    Journal article
    2022, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 60, p.5536315
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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  
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    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  
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    Gloaguen, Richard
    Proceedings paper
    2022, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), JUL 17-22, 2022, p.199-202
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    MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing

    Rasti, Behnood
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    Koirala, Bikram  
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    Scheunders, Paul  
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    Chanussot, Jocelyn
    Journal article
    2022, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 60, p.5522815
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    MS²A-Net: Multiscale Spectral-Spatial Association Network for Hyperspectral Image Clustering

    Shahi, Kasra Rafiezadeh
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    Ghamisi, Pedram
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    Rasti, Behnood
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    Gloaguen, Richard
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    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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    Nonlinear Spectral Unmixing Using Bezier Surfaces

    Koirala, Bikram  
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    Rasti, Behnood
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    Bnoulkacem, Zakaria
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    Scheunders, Paul  
    Journal article
    2024, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 62, p.Art. 5522416
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    SPARSE UNMIXING USING DEEP CONVOLUTIONAL NETWORKS

    Rasti, Behnood
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    Koirala, Bikram  
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    Scheunders, Paul  
    Proceedings paper
    2022, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), JUL 17-22, 2022, p.24-27
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    SUnCNN: Sparse Unmixing Using Unsupervised Convolutional Neural Network

    Rasti, Behnood
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    Koirala, Bikram  
    Journal article
    2022, IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 19, p.5508205
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    UnDIP: Hyperspectral Unmixing Using Deep Image Prior

    Rasti, Behnood
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    Koirala, Bikram  
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    Scheunders, Paul  
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    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
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    Ghamisi, Pedram
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    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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