Disney Enterprises, Inc.

Eth Zurich (eidgenossische Technische Hochschule Zurich)

Shilin Zhu

Tunc Ozan Aydin

Marios Papas

Farnood Salehi

Xianyao Zhang

Gerhard Roethlin

A system includes a pre-processor configured to receive three-dimensional (3-D) image data, flatten the 3-D image data to produce corresponding two-dimensional (2-D) image data, and concatenate the 3-D image data and the corresponding 2-D image data to provide concatenated image data. The system further includes an encoder including one or more first neural networks (NNs), the encoder configured to use the one or more first NNs to encode the concatenated image data to provide encoded data, a decoder including one or more second NNs, the decoder configured to use the one or more second NNs to decode the encoded data to provide decoded data, and a reconstructor including a plurality of hybrid 2-D/3-D reconstructors configured to reconstruct the decoded data to provide a denoised 3-D output image corresponding to the 3-D image data.

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Emeryville, CA, United States of America

Shilin Zhu