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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Zhen-Hao Cheng

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Open access Aug 2026

UAV-LIENet: a low-light UAV image enhancement network via illumination estimation and guidance

An illumination-guided saturation constraint loss is designed, which adaptively constrains saturation in the HSV space to reduce color cast and suppress oversaturation and shows that UAV-LIENet outperforms representative existing methods in both quantitative metrics and visual quality.

Yue-Qing Kang, Rui-Tao Lu, Xiao-Gang Yang et al. · 0 citations

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