# A Two-Stage Network Based on Transformer and Physical Model for Single Underwater Image Enhancement

> Research article (Journal of Marine Science and Engineering, 2023) · cited 12× · AI/ML

**Wikidata**: [openalex:W4362609184](https://www.wikidata.org/wiki/openalex:W4362609184)  
**Source**: https://4ort.xyz/entity/a-two-stage-network-based-on-transformer-and-physical-model-for-single-underwater-image-enhancement