# Efficient and precise detection for surface flaws on large-aperture optics based on machine vision and machine learning

> Research article (Optics & Laser Technology, 2022) · cited 24× · AI/ML

**Wikidata**: [openalex:W4311017359](https://www.wikidata.org/wiki/openalex:W4311017359)  
**Source**: https://4ort.xyz/entity/efficient-and-precise-detection-for-surface-flaws-on-large-aperture-optics-based-on-machine-vision-and-machine-learning