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Browsing by Author "Vandersmissen, Baptist"

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    Augmented Vision Using High-Dimensional Sensors and Deep Neural Networks - Verbeterde visie met behulp van hoogdimensionale sensoren en diepe neurale netwerken

    Vandersmissen, Baptist
    PHD thesis
    2020
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    Automated assessment of bone age using deep learning and Gaussian process regression

    Van Steenkiste, Tom  
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    Ruyssinck, Joeri  
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    Janssens, Olivier
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    Vandersmissen, Baptist
    Proceedings paper
    2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - EMBC, 18/07/2018, p.674-677
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    Indoor human activity recognition using high-dimensional sensors and deep neural networks

    Vandersmissen, Baptist
    ;
    Knudde, Nicolas  
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    Jalalvand, Azarakhsh  
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    Couckuyt, Ivo  
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    Dhaene, Tom  
    Journal article
    2020-08, Neural Computing and Applications, (32) 16, p.12295-12309
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    Indoor person identification using a low-power FMCW radar

    Vandersmissen, Baptist
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    Knudde, Nicolas  
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    Jalalvand, Azarakhsh  
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    Couckuyt, Ivo  
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    Bourdoux, André
    Journal article
    2018-07, IEEE Transactions on Geoscience and Remote Sensing, (56) 7, p.3941-3952
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    Indoor tracking of multiple persons with a 77 GHz MIMO FMCW radar

    Knudde, Nicolas  
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    Vandersmissen, Baptist
    ;
    Parashar, Karthick
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    Couckuyt, Ivo  
    Proceedings paper
    2017, 14th European Radar Conference - EURAD, 11/10/2017, p.61-64
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    Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems

    Ozbulak, Utku
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    Vandersmissen, Baptist
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    Jalalvand, Azarakhsh
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    Couckuyt, Ivo  
    ;
    Van Messem, Arnout
    Journal article
    2021, COMPUTER VISION AND IMAGE UNDERSTANDING, 202, p.103111
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    Radar signal processing for human identification by means of reservoir computing networks

    Jalalvand, Azarakhsh  
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    Vandersmissen, Baptist
    ;
    De Neve, Wesley
    ;
    Mannens, Erik  
    Proceedings paper
    2019, IEEE Radar Conference (RadarConf19), 22/04/2019, p.1-6
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    Structured inference networks using high-dimensional sensors for surveillance purposes

    Polfliet, Vincent
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    Knudde, Nicolas  
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    Vandersmissen, Baptist
    ;
    Couckuyt, Ivo  
    ;
    Dhaene, Tom  
    Proceedings paper
    2018, 19th International Conference on Engineering Applications of Neural Networks - EANN, 3/09/2018, p.1-12

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