MOTION RECOGNITION SYSTEM

An action recognition system includes a controller that computes, in a time division manner, a plurality of feature vectors using as feature quantities information of a machine with respect to running that varies in a time sequence, generates a classification model by classifying the feature vectors...

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Hauptverfasser: TSUKUI, Hiroshi, KUMASAKA, Masutaka, UNUMA, Munetoshi, AJIMA, Kenichi, EJIRI, Kouichirou, HAN, Lu, FUJITA, Kouji
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Sprache:eng ; fre ; ger
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creator TSUKUI, Hiroshi
KUMASAKA, Masutaka
UNUMA, Munetoshi
AJIMA, Kenichi
EJIRI, Kouichirou
HAN, Lu
FUJITA, Kouji
description An action recognition system includes a controller that computes, in a time division manner, a plurality of feature vectors using as feature quantities information of a machine with respect to running that varies in a time sequence, generates a classification model by classifying the feature vectors into a plurality of clusters and allocating identification IDs to the clusters, generates an ID pattern model by allocating the identification IDs to the feature vectors computed in the time division manner on the basis of the classification model and associating a pattern of the identification IDs that vary in a time sequence according to a predetermined action of the machine with identification information of the predetermined action, generates output information for recognizing the predetermined action on the basis of changes in the identification IDs in the time sequence and the ID pattern model, and controls the display device to output the output information.
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subjects ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVEREDIN A SINGLE OTHER SUBCLASS
CALCULATING
CHAMBERS PROVIDED WITH MANIPULATION DEVICES
COMPUTING
CONTROL OR REGULATING SYSTEMS IN GENERAL
CONTROLLING
COUNTING
DREDGING
FIXED CONSTRUCTIONS
FOUNDATIONS
FUNCTIONAL ELEMENTS OF SUCH SYSTEMS
HAND TOOLS
HYDRAULIC ENGINEERING
MANIPULATORS
MEASURING
MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE
MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS
PERFORMING OPERATIONS
PHYSICS
PORTABLE POWER-DRIVEN TOOLS
REGULATING
SOIL SHIFTING
TARIFF METERING APPARATUS
TESTING
TRANSPORTING
title MOTION RECOGNITION SYSTEM
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