# Lightweight underwater image adaptive enhancement based on zero-reference parameter estimation network

> Research article (Frontiers in Marine Science, 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4394723161](https://www.wikidata.org/wiki/openalex:W4394723161)  
**Source**: https://4ort.xyz/entity/lightweight-underwater-image-adaptive-enhancement-based-on-zero-reference-parameter-estimation-network