RATE DISTORTION OPTIMIZATION ENCODING SYSTEM AND METHOD OF OPERATING THE SAME

Patent №

US 10,742,995

Granted

2020-08-11

Filed 2017

Owner

SAMSUNG ELECTRONICS CO., LTD.

+1 more

Lab

AI components

2

vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15855922

An encoding system includes a prediction mode decision unit and an encoding unit. The prediction mode decision unit is configured to receive a target image and decide an optimized mode by applying rate-distortion optimization (RDO) to n (n is a natural number) modes of the target image. The encoding unit is configured to encode the target image according to the decided mode. The prediction mode decision unit includes a distortion calculation unit configured to calculate distortion by mean squared error (MSE) calculation between the target image and the n modes, a Lagrangian multiplier calculation unit configured to calculate a Lagrangian multiplier based on multi-scale structural similarity (MS-SSIM) calculation, and a bitrate calculation unit configured to calculate a bit rate of the n modes.

VisionAI hardwareH04N 19/159H04N 19/103H04N 19/124H04N 19/147H04N 19/154H04N 19/172H04N 19/176H04N 19/44

AI classification

Vision1.00
AI hardware0.51
Machine learning0.10
Knowledge representation0.00
Speech0.00
Evolutionary computation0.00
Planning0.00
Natural language0.00

Ownership

SAMSUNG ELECTRONICS CO., LTD.

assignment · 444970214

RESEARCH & BUSINESS FOUNDATION SUNKYUNKWAN

assignment · 444970214

Assignors

JEONG, YO WON, YANG, JUNG YEOP, JUNG, YEONG BEOM, JEON, BYEUNG WOO, CHA, SUNG HYUN, KANG, SEONG JIN, DINH, QUOC KHANH

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

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