Enhancing Human Activity Recognition Through Integrated Multimodal Analysis: A Focus on RGB Imaging, Skeletal Tracking, and Pose Estimation

Sajid Ur Rehman,Aman Ullah Yasin, Ehtisham Ul Haq, Moazzam Ali,Jungsuk Kim,Asif Mehmood

Sensors（2024）

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Key words

Human Activity Recognition (HAR),two-stream network,skeletal extraction,2+1 dimensional convolutional neural network (2+1D CNN),spatiotemporal feature extraction,multimodal fusion,UTD Multimodal Human Action Dataset (UTD MHAD),pose estimation,deep learning

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