# Perception-Driven Deep Underwater Image Enhancement Without Paired Supervision

> Research article (IEEE Transactions on Multimedia, 2023) · cited 97× · AI/ML

**Wikidata**: [openalex:W4388692378](https://www.wikidata.org/wiki/openalex:W4388692378)  
**Source**: https://4ort.xyz/entity/perception-driven-deep-underwater-image-enhancement-without-paired-supervision