Human body posture estimation method and device

The invention discloses a human body posture estimation method and device which are used for solving the technical problem that in the prior art, a human body posture estimation method is poor in effect. The method comprises the following steps: inputting a to-be-processed image into a pre-trained n...

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Bibliographic Details
Main Author TAN WENWEI
Format Patent
LanguageChinese
English
Published 09.07.2021
Subjects
CALCULATING
COMPUTING
COUNTING
HANDLING RECORD CARRIERS
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
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Summary:The invention discloses a human body posture estimation method and device which are used for solving the technical problem that in the prior art, a human body posture estimation method is poor in effect. The method comprises the following steps: inputting a to-be-processed image into a pre-trained neural network model comprising a non-local network module and at least one level of high-resolution network module; extracting feature information of the to-be-processed image based on a non-local network module to generate a feature map of the to-be-processed image; and calculating the feature map based on at least one level of high-resolution network module to obtain a human body posture estimation result. According to the application, based on the non-local network module, the relative position relation of the human body joint points can be described more finely, the problem that the human body posture is difficult to estimate in a complex scene is solved, and meanwhile, the high-resolution network module is com
Bibliography:Application Number: CN201911336949