# Lightweight deep hybrid CNN with attention mechanism for enhanced underwater image restoration

> Research article (The Visual Computer, 2025) · cited 15× · AI/ML

**Wikidata**: [openalex:W4406965224](https://www.wikidata.org/wiki/openalex:W4406965224)  
**Source**: https://4ort.xyz/entity/lightweight-deep-hybrid-cnn-with-attention-mechanism-for-enhanced-underwater-image-restoration