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Skeleton Data Preprocessing Method and Apparatus for Deep Learning based Action Recognition
Skeleton Data Preprocessing Method and Apparatus for Deep Learning based Action Recognition
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机译：基于深度学习动作识别的骨架数据预处理方法和装置
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摘要
A method and apparatus for pre-processing skeleton data to improve the accuracy of deep learning-based behavior recognition are presented. The pre-processing method of skeleton data for improving the accuracy of deep learning-based behavior recognition proposed in the present invention includes calculating the average reliability of each coordinate reliability of the skeleton data, and selecting the skeleton data using the calculated average reliability. It includes the steps of moving the absolute coordinates regarding the resolution of the skeleton data to relative coordinates, changing the input order of the skeleton data input to the neural network, and adding additionally obtained data.
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