# A transformer-based network for perceptual contrastive underwater image enhancement

> Research article (Signal Processing Image Communication, 2023) · cited 15× · AI/ML

**Wikidata**: [openalex:W4385482973](https://www.wikidata.org/wiki/openalex:W4385482973)  
**Source**: https://4ort.xyz/entity/a-transformer-based-network-for-perceptual-contrastive-underwater-image-enhancement