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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

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Guang Yang

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Open access Aug 2026

Prior-Guided Histogram Equalization for Tunnel Image Enhancement Under Non-Uniform Illumination

Non-uniform illumination in tunnel environments severely degrades image quality, posing substantial challenges to visual monitoring and intelligent transportation systems. While histogram equalization (HE) remains prevalent due to its computational simplicity, its non-linear pixel transformations frequently induce over...

Guang Yang, Haoyue Yang, Yongjun Wu · 0 citations

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