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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Xiangyu Li

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Open access Aug 2026

A Hybrid Prior-Based Framework for Infrared Image Enhancement Towards Reliable Scene Interpretation

A Hybrid Prior Enhanced Decomposition (HPED) model is proposed, a training-free, model-driven framework that incorporates structural and luminance priors into a multi-stage enhancement pipeline, outperforming all competing methods and suggesting potential applicability in downstream machine perception tasks such as detection and tracking.

Jie Li, Cheng Wang, Xiang-Yu Li et al. · 0 citations

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