Jain, A. et al. 2026. Contrast and Visibility Enhancement of Weather-Degraded Images Using Dual-Branch CNN and Transformer with Perceptual Loss for ADAS. Journal of Innovative Image Processing. 8, 3 (Jun. 2026), 786–809. DOI:https://doi.org/10.36548/jiip.2026.3.003.