METHOD OF VIDEO CODING BY MULTI-MODAL PROCESSING

Methods and apparatuses are described for encoding and decoding of image data, which includes processing two or more representations of the image data by a multi-scale reconstruction network. Feature extraction networks generate latent representations for each of the representations. The latent repr...

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Hauptverfasser: SHUTKIN, Andrey Sergeevich, PLETNEV, Alexander Andreevich, PARKHOMENKO, Denis Vladimirovich, MA, Xiang, ILYIN, Ivan Iurevich, KIRILLOV, Ivan Vladimirovich, LETUNOVSKIY, Alexey Aleksandrovich
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creator SHUTKIN, Andrey Sergeevich
PLETNEV, Alexander Andreevich
PARKHOMENKO, Denis Vladimirovich
MA, Xiang
ILYIN, Ivan Iurevich
KIRILLOV, Ivan Vladimirovich
LETUNOVSKIY, Alexey Aleksandrovich
description Methods and apparatuses are described for encoding and decoding of image data, which includes processing two or more representations of the image data by a multi-scale reconstruction network. Feature extraction networks generate latent representations for each of the representations. The latent representations are processed by a generation neural network to obtain reconstructed image data. The representations are encoded into a bitstream according to a set of split parameters indication target bitrates.
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subjects CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
PHYSICS
PICTORIAL COMMUNICATION, e.g. TELEVISION
title METHOD OF VIDEO CODING BY MULTI-MODAL PROCESSING
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