# Developing a contactless palmprint authentication system by introducing a novel ROI extraction method

> Research article (Image and Vision Computing, 2015) · cited 40× · AI/ML

**Wikidata**: [openalex:W2196635279](https://www.wikidata.org/wiki/openalex:W2196635279)  
**Source**: https://4ort.xyz/entity/developing-a-contactless-palmprint-authentication-system-by-introducing-a-novel-roi-extraction-method