Generative adversarial neural network assisted video compression and broadcast

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United States of America Patent

PATENT NO 11610435
APP PUB NO 20210042503A1
SERIAL NO

17069478

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Abstract

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A latent code defined in an input space is processed by the mapping neural network to produce an intermediate latent code defined in an intermediate latent space. The intermediate latent code may be used as appearance vector that is processed by the synthesis neural network to generate an image. The appearance vector is a compressed encoding of data, such as video frames including a person's face, audio, and other data. Captured images may be converted into appearance vectors at a local device and transmitted to a remote device using much less bandwidth compared with transmitting the captured images. A synthesis neural network at the remote device reconstructs the images for display.

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Patent Owner(s)

  • NVIDIA CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Aila, Timo Oskari Tuusula, FI 50 873
Aittala, Miika Samuli Helsinki, FI 14 41
Karras, Tero Tapani Helsinki, FI 55 807
Laine, Samuli Matias Vantaa, FI 49 689
Lehtinen, Jaakko T Helsinki, FI 23 199
Liu, Ming-Yu San Jose, US 105 1016
Luebke, David Patrick Charlottesville, US 52 1557
Mallya, Arun Mohanray San Jose, US 9 43
Wang, Ting-Chun Santa Clara, US 90 527

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