Sep 2026
Humcareadl: A diverse multimodal dataset and HyMCL-Net for robust human activity recognition
A hybrid multi-branch CNN-LSTM architecture, termed HyMCL-Net, is proposed, which leverages the complementary strengths of Convolutional Neural Networks (CNNs) for spatial feature extraction and Long Short-Term Memory (LSTM) networks for temporal dependency modeling.
Ayesha Ashraf, Malik Haider Ali, Nazish Ashfaq et al.
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