# A two-stage restoration of distorted underwater images using compressive sensing and image registration

> Research article (Advances in Manufacturing, 2021) · cited 15× · AI/ML

**Wikidata**: [openalex:W3126843929](https://www.wikidata.org/wiki/openalex:W3126843929)  
**Source**: https://4ort.xyz/entity/a-two-stage-restoration-of-distorted-underwater-images-using-compressive-sensing-and-image-registration