Author

Jing Huang

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Open access Aug 2026

Action Recognition Method Based on Multi-Scale Dilated Feature Fusion and Decoupled Spatiotemporal Attention Pooling

Video action recognition requires the joint modeling of spatial appearance information and temporal dynamics. However, existing efficient action recognition methods based on two-dimensional convolution still have limitations in representing multi-scale spatial cues and aggregating key spatiotemporal information. To add...

Han-Bo Zhang, Jing Huang · Electronics · 0 citations

Open access Sep 2026

MFA-Pose: Human Pose Estimation with Multi-Scale Context Fusion and Adaptive Gated Upsampling for Industrial Surveillance

Human pose estimation in factory surveillance is challenged by scale variation, limb occlusion, complex backgrounds, and spatial detail loss during upsampling. This paper proposes MFA-Pose, an improved YOLO11s-Pose framework that enhances contextual representation and cross-scale feature reconstruction. The Multi-Scale...

Han-Bo Zhang, Jing Huang · Electronics · 0 citations