Human movement recognition method and device

The invention is suitable for the technical field of pattern recognition, and provides a human movement recognition method and device. The method comprises the steps: obtaining a depth image sequence, carrying out the conversion of the depth image sequence, and obtaining a corresponding depth moveme...

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Bibliographic Details
Main Authors JI XIAOPENG, CHENG JUN
Format Patent
LanguageChinese
English
Published 25.05.2016
Subjects
CALCULATING
COMPUTING
COUNTING
HANDLING RECORD CARRIERS
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
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Summary:The invention is suitable for the technical field of pattern recognition, and provides a human movement recognition method and device. The method comprises the steps: obtaining a depth image sequence, carrying out the conversion of the depth image sequence, and obtaining a corresponding depth movement sequence; carrying out the dividing of the depth movement sequence in the time dimension and space dimension, and obtaining a plurality of movement historical cubes and a plurality of corresponding space cube subblocks; calculating corresponding characteristic vectors corresponding to the movement historical cubes according to the space cube subblocks, and obtaining the characteristic vector of the depth movement sequence through combining the characteristic vectors corresponding to the plurality of movement historical cubes; and carrying out the model training and testing through employing an SVM (support virtual machine) according to the characteristic vector of the depth movement sequence, so as to obtain a r
Bibliography:Application Number: CN20151955077