Si-Si Zhu

Dual-Branch Underwater-Image Enhancement via Bidirectional Supervision, Contrastive Learning, and Style Transfer

Underwater images frequently suffer from wavelength-dependent color attenuation, low contrast, and detail loss. Although learning-based methods have achieved substantial progress, their performance is often limited by the scarcity and insufficient diversity of paired underwater data. This paper presents a dual-branch u...