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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

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Jongpil Jeong

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Preprint Aug 2026

Bright-Channel Retinex Enhancement with a Conditional Overdispered-Noise Analysis

I present a training-free low-light enhancement method that combines local bright-channel illumination estimation, Retinex division, and edge-preserving denoising. For a fixed illumination estimate, a conditional Negative -Binominal psueduo-count method characterises the heteroscedastic noise amplified by division. The...

Jongpil Jeong · 0 citations

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