DEVICE FOR RECONSTRUCTING A DEPTH MAP WITH SEARCHING FOR SIMILAR BLOCKS BASED ON A NEURAL NETWORK Russian patent published in 2020 - IPC G06F17/17 G06T11/00 G06N3/02 

Abstract RU 2716311 C1

FIELD: data processing.

SUBSTANCE: invention relates to a device for reconstructing a depth map with searching for similar blocks based on a neural network. Device comprises interconnected image storage unit, pixel storage unit, dictionary creation unit, vocabulary storage unit, a similarity searching unit, a processing unit, a priority calculating unit, an adaptive form determining unit, a stereoscopic image storage unit, a depth map constructor, a lost area detecting unit, a mask storage unit, unit for estimating pixels using a neural network, an image filling unit, wherein synchronous operation of the device is provided by a clock pulse generator.

EFFECT: technical result consists in reduction of depth map recovery error due to previously trained neural network.

1 cl, 9 dwg

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Authors

Gapon Nikolaj Valerevich

Voronin Vyacheslav Vladimirovich

Sizyakin Roman Alekseevich

Zhdanova Marina Mikhajlovna

Semenishchev Evgenij Aleksandrovich

Balabaeva Oksana Sergeevna

Dates

2020-03-12Published

2019-11-18Filed