Infusing a Convolutional Neural Network with Encoded Joint Node Image Data to Recognize 25 Daily Human Activities
Yuliang Zhao, Tianang Sun, Zhongjie Ju, Fanghecong Dong, Le Yang, Xiaoyong Lv, Chao Lian, Meng Chen, Wen J. Li · Advanced Intelligent Systems · 2023
Human Activity Recognition In article number 2300266, Yuliang Zhao, Tianang Sun, Chao Lian, Wen Jung Li, and their collaborators propose a human-pose encoding algorithm. This algorithm encodes human body nodes into RGB images, which are then input into an improved neural network for the purpose of monitoring daily human activities. With this lightweight, reliable, and highly accurate human activity recognition solution, it can accurately identify 25 common activities.