METHOD AND SYSTEM FOR MONITORING MANUFACTURING OPERATIONS USING COMPUTER VISION FOR HUMAN PERFORMED TASKS

The method of monitoring an operation includes acquiring data from sensors including images of a workspace in which the operation is to be performed, identifying a human operator and a controlled element within the workspace using the acquired images, determining whether the operation has initiated...

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Bibliographic Details
Main Authors Ellwood, Kevin Richard John, Danino, Udy, Filev, Dimitar Petrov, Mannor, Shie, Sohmshetty, Raj, Friedman, Peter A
Format Patent
LanguageEnglish
Published 16.06.2022
Subjects
CALCULATING
COMPUTING
COUNTING
DETECTING MASSES OR OBJECTS
GEOPHYSICS
GRAVITATIONAL MEASUREMENTS
HANDLING RECORD CARRIERS
MEASURING
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
TESTING
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Summary:The method of monitoring an operation includes acquiring data from sensors including images of a workspace in which the operation is to be performed, identifying a human operator and a controlled element within the workspace using the acquired images, determining whether the operation has initiated based on a known activation trigger, estimating pose of the human operator using the images, monitoring state of the controlled element based on acquired data, and determining whether an abnormality occurred based on the estimated pose, the state of the controlled element, a duration of the operation, or a combination thereof.
Bibliography:Application Number: US202017119271