Auflistung nach Schlagwort "Autoencoder"

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  • Feature descriptor by convolution and pooling autoencoders 
    Chen, Lin; Rottensteiner, Franz; Heipke, Christian (Göttingen : Copernicus GmbH, 2015)
    In this paper we present several descriptors for feature-based matching based on autoencoders, and we evaluate the performance of these descriptors. In a training phase, we learn autoencoders from image patches extracted ...
  • On using autoencoders with non-standardized time series data for damage localization 
    Römgens, Niklas; Abbassi, Abderrahim; Jonscher, Clemens; Grießmann, Tanja; Rolfes, Raimund (Amsterdam [u.a.] : Elsevier Science, 2024)
    In this paper, an autoencoder trained with non-standardized time series data and evaluated using covariance-based residuals for generally applicable unsupervised damage localization is investigated. Raw acceleration time ...