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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

J. Ahirwar

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Aug 2026

EG-RetinexNet: entropy-guided illumination enhancement using Retinex theory and Swish-based CNN

Experimental results show that the proposed approach achieves better contrast enhancement, noise suppression, and color preservation compared with other methods, and the lightweight architecture and low computational complexity make the method suitable for practical low-light image enhancement applications.

J. Ahirwar, Shubhi Kansal, Nidhi Saxena · 0 citations

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