Adaptive Target Region Attention Network-based Human Pose Estimation in Smart Classroom
Jianwen Mo,
Guiyun Jiang,
Hua Yuan
et al.
Abstract:In smart classroom environments, problems such as occlusion and overlap make the acquisition of student pose information challenging. To address these problems, a lightweight human pose estimation model with Adaptive Target Region Attention based on Lite-HRNet is proposed for smart classroom scenarios. Firstly, the Deformable Convolutional Encoding Network (DCEN) module is designed to reconstruct the encoding of features through an encoder and then a multi-layer deformable convolutional module is used to adapt… Show more
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