METHOD AND DEVICE FOR THE RECOGNITION OF THE POSITION OR MOVEMENT OF A DEVICE OR A PERSON

Patent №

US 8,301,575

Granted

2012-10-30

Filed 2008

Owner

COMMISSARIAT A L'ENERGIE ATOMIQUE

Lab

AI components

4

ml · vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12178559

This method uses two sets of sensors to estimate certain characteristics of the movement of a device or a person or states, especially postures, they adopt. A first, abundant, set of sensors (1) is removed after a learning phase where it records with certainty the states obtained by interpreting first decisional rules. The measurements of a second set of sensors (2), much more restricted than the first, are correlated to the states reached during the learning period by second decisional rules automatically obtained by supplying a classifier. They are then interpreted to determine the new states reached by the wearer just by means of the second sensors. The results are good in spite of the low number of second sensors, thanks to the accuracy of the second decisional rules.

Machine learningVisionPlanningAI hardwareG06V 40/23A61B 5/1116A61B 5/1123A61B 5/7264G06V 30/142G06V 30/242A61B 5/4094A61B 5/4528+8 more

AI classification

Machine learning1.00
Planning1.00
AI hardware1.00
Vision0.98
Knowledge representation0.25
Natural language0.00
Speech0.00
Evolutionary computation0.00

Ownership

COMMISSARIAT A L'ENERGIE ATOMIQUE

assignment · 226490042

Assignors

BONNET, STEPHANE, GODIN, CHRISTELLE

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

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