# From shallow sea to deep sea: research progress in underwater image restoration

> Research article (Frontiers in Marine Science, 2023) · cited 13× · AI/ML

**Wikidata**: [openalex:W4378905751](https://www.wikidata.org/wiki/openalex:W4378905751)  
**Source**: https://4ort.xyz/entity/from-shallow-sea-to-deep-sea-research-progress-in-underwater-image-restoration