Author

O. W. Samuel

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Open access Aug 2026

The DMD-Based Non-Euclidean Descriptor for Limb Movement Decoding in Pattern Recognition System

The proposed unsupervised feature extraction method employs Dynamic Mode Decomposition (DMD) to isolate meaningful spatiotemporal patterns associated with hand gestures, followed by enhanced spatial representation through the Sample Covariance Matrix (SCM).

Frank Kulwa, Peng-Rui Tai, Hai Li et al. · IEEE transactions on neural... · 0 citations

Open access 2026

MF-AHFNet: A Fatigue Driving Detection Method Based on Multi-Feature Asymptotic Hierarchical Fusion Network

Results indicate that the proposed method achieves a favorable balance between detection accuracy and model compactness under the present benchmark setting, and indicates that the proposed method achieves a favorable balance between detection accuracy and model compactness under the present benchmark setting.

Jia-Zheng Sun, Cai Chen, Li-Jun Liu et al. · IEEE Access · 0 citations