![]() The proposed pose recognition is performed in the Python tool. Finally, the EDE method is executed on the infrared human pose images in the classroom. Then, the KL divergence is introduced to measure the different between the predicated heatmap and the groundtruth one. Firstly, to reveal the relationship between the adjacent joint points, the elliptical Gaussian coordinate coding is proposed for the human skeleton direction description. In this article, we propose a novel elliptical distribution encoding (EDE) method for understanding the human behavior through body poses under infrared imaging. Human pose recognition (HPR) under infrared imaging is considered a significant role for action perception in the self-regulated learning process.
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