DATA PROCESSING APPARATUS AND METHOD FOR MOTION SYNTHESIS

Patent №

US 8,655,810

Granted

2014-02-18

Filed 2011

Owner

SAMSUNG ELECTRONICS CO., LTD.

+1 more

Lab

AI components

4

ml · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13317553

A data processing apparatus is used for motion synthesis. A preprocessing unit of the data processing apparatus calculates a mixture of factor analysis (MFA) parameter by applying an energy minimized optimization algorithm to motion capture data acquired in advance and stored in a motion database (DB). When a motion probability distribution model is generated as described above, a calculating unit of the data processing apparatus synthesizes a motion corresponding to input motion sensing data by applying the input motion sensing data to the motion probability distribution model.

AI classification

Machine learning1.00
Vision1.00
AI hardware0.99
Knowledge representation0.94
Evolutionary computation0.45
Planning0.16
Natural language0.10
Speech0.00

Ownership

SAMSUNG ELECTRONICS CO., LTD.

assignment · 278190042

TEXAS A&M UNIVERSITY SYSTEM, THE

assignment · 278190042

Assignors

CHAI, JINXIANG, HA, INWOO, RHEE, TAEHYUN, KIM, DOKYOON, LIU, HUAJUN, WEI, XIAOLIN

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

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