Author

Ibrahim Radwan

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Preprint Aug 2026

UBLLIE: Unified Backlight and Low-Light Image Enhancement

The proposed framework provides a robust, scalable solution for real-world illumination enhancement across diverse lighting conditions and consistently outperforms state-of-the-art supervised and unsupervised methods in terms of fidelity, perceptual quality, and generalization.

Yasmin Yasin, Muhammad Usman, Ibrahim Radwan et al. · 0 citations