METHOD FOR COMPRESSION AND STORAGE OF THREE-DIMENSIONAL DATA (VARIANTS) Russian patent published in 2021 - IPC G06T17/00 G06N20/10 G06T1/40 

Abstract RU 2753591 C1

FIELD: data storage.

SUBSTANCE: invention relates to computing technology for compression and storage of three-dimensional data. The effect is achieved due to a computer-implemented method for compression and storage of three-dimensional data, containing the following stages. Three-dimensional data is received by a computing apparatus. The received three-dimensional data is pre-processed by being converted into a truncated function of the distance on a voxel grid. The array of the truncated function of the distance is then compressed using the tensor train (TT) decomposition or the Tucker decomposition. The obtained compressed three-dimensional data is stored.

EFFECT: compression of large three-dimensional data with minimal quality loss.

10 cl, 4 dwg

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Authors

Bojko Aleksej Igorevich

Matrosov Mikhail Pavlovich

Ferrer Minges Gonzalo

Teteryukov Dmitrij Olegovich

Oseledets Ivan Valerevich

Dates

2021-08-18Published

2020-10-23Filed