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Yixin Huang
Researcher at University of Erlangen-Nuremberg
Publications - 1
Citations - 198
Yixin Huang is an academic researcher from University of Erlangen-Nuremberg. The author has contributed to research in topics: Deep learning & Iterative reconstruction. The author has an hindex of 1, co-authored 1 publications receiving 125 citations.
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Deep Learning Computed Tomography: Learning Projection-Domain Weights From Image Domain in Limited Angle Problems
Tobias Würfl,Mathis Hoffmann,Vincent Christlein,Katharina Breininger,Yixin Huang,Mathias Unberath,Andreas Maier +6 more
TL;DR: A new type of cone-beam back-projection layer is proposed, efficiently calculating the forward pass of this layer, and it is shown that the learned algorithm can be interpreted using known concepts from cone beam reconstruction: the network is able to automatically learn strategies such as compensation weights and apodization windows.