# A novel automatic classification approach for micro-flaws on the large-aperture optics surface based on multi-light source fusion and integrated deep learning architecture

> Research article (Journal of Intelligent Manufacturing, 2022) · cited 15× · AI/ML

**Wikidata**: [openalex:W4310276585](https://www.wikidata.org/wiki/openalex:W4310276585)  
**Source**: https://4ort.xyz/entity/a-novel-automatic-classification-approach-for-micro-flaws-on-the-large-aperture-optics-surface-based-on-multi-light-sour