# Application of gradient-based Hough transform to the detection of corrosion pits in optical images

> Research article (Applied Surface Science, 2015) · cited 38× · AI/ML

**Wikidata**: [openalex:W2205115252](https://www.wikidata.org/wiki/openalex:W2205115252)  
**Source**: https://4ort.xyz/entity/application-of-gradient-based-hough-transform-to-the-detection-of-corrosion-pits-in-optical-images