Human body posture estimation method based on joint relation
A technology of human body posture and joints, applied in computing, computer parts, instruments, etc., can solve problems such as inability to train, a large number of calculations, increase the difficulty of prediction, etc., and achieve the effect of good recognition effect, high computing efficiency, and accurate positioning.
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[0063] like figure 2 As shown, one of the present invention provides the following three-based human attitude estimation mainly comprising the following four steps:
[0064] 1) Construction of joint relational modules to generate additional features of the auxiliary positioning difficult joint point, including two submodules of channel-based feature relationship modules and adjacent joint spatial relationship modules;
[0065] 2) Construction of human attitude estimation model based on joint relationships based on universal depth convolutional neural network model;
[0066] 3) Use a network model based on joint relationship based on joint relationship with a good body attitude data training, obtain a network model that can better locate the four antimony joints and the masking joint nodes;
[0067] 4) For the input to be processed, the human body attitude estimation network based on the episode of the addition joint section is used in step 3), and the predicted hu...
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