SYSTEM AND METHOD FOR DIGITAL HOLOGRAM SYNTHESIS AND PROCESS USING DEEP LEARNING

Patent №

US 11,699,242

Granted

2023-07-11

Filed 2021

Owner

ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE

Lab

AI components

6

ml · vision · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17180125

A system and method for hologram synthesis and processing capable of synthesizing holographic 3D data and displaying (or reconstructing) a full 3D image at high speed using a deep learning engine. The system synthesizes or generates a digital hologram from a light field refocus image input using the deep learning engine. That is, RGB-depth map data is acquired at high speed using the deep learning engine, such as a convolutional neural network (CNN), from real 360° multi-view color image information and the RGB-depth map data is used to produce hologram content. In addition, the system interlocks hologram data with user voice recognition and gesture recognition information to display the hologram data at a wide viewing angle and enables interaction with the user.

Machine learningVisionSpeechKnowledge representationPlanningAI hardwareG06T 7/50G06T 7/536G06F 17/14G06N 3/0464G06N 3/08G06N 3/09G06T 7/571G06T 15/205+2 more

AI classification

Vision1.00
Machine learning1.00
AI hardware1.00
Speech0.99
Planning0.89
Knowledge representation0.64
Natural language0.04
Evolutionary computation0.00

Ownership

ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE

assignment · 553360799

Assignors

YOON, MIN SUNG, CHAE, BYUNG GYU

On an employer assignment, the assignors are typically the inventors.

From the same owner

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