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Browsing by Journal title "IEEE Access"

Browsing by Journal title "IEEE Access"

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  • Huang, Zhihong; Li, Shutao; Fang, Leyuan; Li, Huali; Benediktsson, Jon Atli (Institute of Electrical and Electronics Engineers (IEEE), 2018)
    Hyperspectral image (HSI) is usually corrupted by various types of noise, including Gaussian noise, impulse noise, stripes, deadlines, and so on. Recently, sparse and low-rank matrix decomposition (SLRMD) has demonstrated to be an effective tool in ...
  • Palsson, Burkni; Sigurdsson, Jakob; Sveinsson, Johannes R.; Ulfarsson, Magnus (Institute of Electrical and Electronics Engineers (IEEE), 2018)
    In this paper, we present a deep learning based method for blind hyperspectral unmixing in the form of a neural network autoencoder. We show that the linear mixture model implicitly puts certain architectural constraints on the network, and it effectively ...