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MobileCodec: Neural Inter-frame Video Compression on Mobile Devices

18 July 2022
H. Le
Liang Zhang
A. Said
Guillaume Sautière
Yang Yang
Pranav Shrestha
Fei Yin
Reza Pourreza
Auke Wiggers
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Abstract

Realizing the potential of neural video codecs on mobile devices is a big technological challenge due to the computational complexity of deep networks and the power-constrained mobile hardware. We demonstrate practical feasibility by leveraging Qualcomm's technology and innovation, bridging the gap from neural network-based codec simulations running on wall-powered workstations, to real-time operation on a mobile device powered by Snapdragon technology. We show the first-ever inter-frame neural video decoder running on a commercial mobile phone, decoding high-definition videos in real-time while maintaining a low bitrate and high visual quality.

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