Search Results - "Staps, Daniel"

Compression of Particle Images for Inspection of Microgravity Experiments by Means of a Symmetric Structural Auto-Encoder by Staps, Daniel, Kaden, Marika, Auth, Jan, Zaussinger, Florian, Villmann, Thomas

“…We consider the so-called symmetric structural auto-encoder (SyS-AE) for image reconstruction preserving the perceptual properties to be kept in the decoded…”
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Prototype-based One-Class-Classification Learning Using Local Representations by Staps, Daniel, Schubert, Ronny, Kaden, Marika, Lampe, Alexander, Hermann, Wieland, Villmann, Thomas

“…One-class-classification remains an important problem in machine learning, which is related to data representation and outlier detection, but different from…”
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A feasibility study of deep neural networks for the recognition of banknotes regarding central bank requirements by Schulte, Julia, Staps, Daniel, Lampe, Alexander

“…This paper contains a feasibility study of deep neural networks for the classification of Euro banknotes with respect to requirements of central banks on the…”
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