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Browsing by Author "Scheunders, Paul"

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    A machine learning framework for estimating leaf biochemical parameters from its spectral reflectance and transmission measurements

    Koirala, Bikram  
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    Zahiri, Zohreh
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    Scheunders, Paul  
    Journal article
    2020-04, IEEE Transactions on Geoscience and Remote Sensing, (58) 10, p.7393-7405
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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 neural network method for nonlinear hyperspectral unmixing

    Koirala, Bikram  
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    Heylen, Rob
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    Scheunders, Paul  
    Proceedings paper
    2018, IEEE International Geoscience and Remote Sensing Symposium - IGARSS, 22/07/2018
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    A New Dual-Feature Fusion Network for Enhanced Hyperspectral Unmixing

    Tao, Xuanwen
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    Koirala, Bikram  
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    Plaza, Antonio
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    Scheunders, Paul  
    Journal article
    2024, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 62, p.Art. 5540113
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    A Robust Supervised Method for Estimating Soil Moisture Content From Spectral Reflectance

    Koirala, Bikram  
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    Zahiri, Zohreh
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    Scheunders, Paul  
    Journal article
    2022, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 60, p.5539813
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    A ROBUST SUPERVISED METHOD TO ESTIMATE CHLOROPHYLL AB CONTENT FROM SPECTRAL REFLECTANCE.

    Koirala, Bikram  
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    Scheunders, Paul  
    Proceedings paper
    2022, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), JUL 17-22, 2022, p.326-329
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    A semi-supervised method for nonlinear hyperspectral unmixing

    Koirala, Bikram  
    ;
    Scheunders, Paul  
    Proceedings paper
    2019, Proceedings of IGARSS 2019, International Geoscience and Remote Sensing Symposium, 28/07/2019, p.361-364
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    A simple computer vision pipeline reveals the effects of isolation on social interaction dynamics in Drosophila

    Liu, Guangda
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    Nath, Tanmay
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    Linneweber, Gerrit
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    Claeys, Annelies
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    Guo, Zhengyu
    ;
    Li, Jin
    Journal article
    2018-08, PLoS Computational Biology, (14) 8, p.e1006410
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    A spectral mixing model accounting for multiple reflections and shadow

    Andrejchenko, Vera
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    Zahiri, Zohreh
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    Heylen, Rob
    ;
    Scheunders, Paul  
    Proceedings paper
    2019, Proceedings of IGARSS 2019, International Geoscience and Remote Sensing Symposium, 28/07/2019, p.286-289
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    A Spectral-Spatial Attention Network for Hyperspectral Unmixing

    Tao, Xuanwen
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    Koirala, Bikram  
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    Rasti, Behnood
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    Plaza, Antonio
    ;
    Scheunders, Paul  
    Journal article
    2025, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 63, p.1
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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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    A supervised method for nonlinear hyperspectral unmixing

    Koirale, Bikram
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    Khodadadzadeh, Mahdi
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    Contreras, Cecilia
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    Zahiri, Zohreh
    ;
    Gloaguen, Richard
    Journal article
    2019-10, Remote Sensing, (11) 20, p.2458
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    Advanced Concepts for Intelligent Vision Systems - 19th International Conference, ACIVS 2018

    Scheunders, Paul  
    Book
    2018
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    Advanced Concepts for Intelligent Vision Systems - 20th International Conference, ACIVS 2020

    Blanc-Talon, Jacques
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    Delmas, Patrice
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    Philips, Wilfried  
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    Popescu, Dan
    ;
    Scheunders, Paul  
    Book
    2020
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    AN EXTENSIVE MULTISENSOR HYPERSPECTRAL BENCHMARK DATASETS OF INTIMATE MIXTURES OF MINERAL POWDERS

    Koirala, Bikram  
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    Rasti, Behnood
    ;
    Bnoulkacem, Zakaria
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    Ribeiro, Andrea de Lima
    ;
    Madriz, Yuleika
    Proceedings paper
    2023, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), JUL 16-21, 2023, p.5890-5893
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    Analysis of hyperspectral images for detection of drought stress and recovery in maize plants in a high-throughput phenotyping platform

    Shahrimie Mohd Asaari, Mohd
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    Mertens, Stien
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    Dhondt, Stijn
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    Inze, Dirk
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    Wuyts, Nathalie
    Journal article
    2019, Computers and Electronics in Agriculture, 162, p.749-758
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    CHARACTERIZATION OF CORROSION PRODUCTS ON CARBON STEEL USING HYPERSPECTRAL IMAGING IN SHORT-WAVE INFRARED (SWIR)

    Zahiri, Zohreh
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    Lamberti, Alfredo
    ;
    Wielant, Jan
    ;
    Scheunders, Paul  
    Proceedings paper
    2022, 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), SEP 13-16, 2022
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    Close-range hyperspectral image analysis for the early detection of plant stress responses in individual plants in a high-throughput phenotyping platform

    Asaari, Mohd Shahrimie Mohd
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    Mishra, Puneet
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    Mertens, Stien
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    Dhondt, Stijn
    ;
    Inzé, Dirk
    Journal article
    2018-04, ISPRS Journal of Photogrammetry and Remote Sensing, 38, p.121-138
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    Contributions of machine learning to remote sensing data analysis

    Scheunders, Paul  
    ;
    Tuia, Devis
    ;
    Moser, G.
    Book chapter
    2018
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