# Coarse-to-fine underwater image enhancement with lightweight CNN and attention-based refinement

> Research article (Journal of Visual Communication and Image Representation, 2024) · cited 18× · AI/ML

**Wikidata**: [openalex:W4391293941](https://www.wikidata.org/wiki/openalex:W4391293941)  
**Source**: https://4ort.xyz/entity/coarse-to-fine-underwater-image-enhancement-with-lightweight-cnn-and-attention-based-refinement