ACTION RECOGNITION APPARATUS, LEARNING APPARATUS, AND ACTION RECOGNITION METHOD
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United States of America
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Mar 10, 2022
app pub date -
Jul 7, 2021
filing date -
Jul 7, 2021
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Abstract
An action recognition apparatus performs: a detection process of detecting a shape of an object to be recognized from to-be-analyzed data; a component analysis process of generating one or more components and respective contribution ratios of said components through the component analysis, based on the shape of the object to be recognized; a determination process of determining an ordinal number indicating each dimension of said components based on a cumulative contribution ratio attained from the respective contribution ratios; a selection process of selecting, among the group of action classification models, a specific action classification model in which learning was performed with the same component group as a specific component group including the components with the ordinal number indicating the dimension; and an action recognition process of inputting the specific component group into the specific action classification model, thereby outputting recognition results indicating actions of the object to be recognized.
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