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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Qian Wang

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Open access Sep 2026

STPNet: adaptive fourth-order PDE-inspired regularization for satellite video super-resolution

Satellite video super-resolution (SVSR) is essential for improving the spatial resolution and detail fidelity of satellite imagery. However, challenges such as low-quality frames, complex motion, and imaging noise make temporal alignment and multi-frame feature fusion difficult. To address these issues, this paper pres...

Zhi-Jie Chen, Jian-Jun Li, Jian Peng et al. · 0 citations
Conference Jul 2026

Cross-modal bidirectional gating for pose-enhanced video action detection

BPMF is proposed, a mutual gating module that enables pose features to guide RGB attention toward action-critical regions while RGB features reweight pose responses to suppress unreliable structural cues and achieves superior results on JHMDB21.

Zijun Zhang, Jian-Jun Li, Huang-Liang Ren et al. · 0 citations

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