# An automatic aperture detection system for LED cup based on machine vision

> Research article (Multimedia Tools and Applications, 2018) · cited 25× · AI/ML

**Wikidata**: [openalex:W2790793683](https://www.wikidata.org/wiki/openalex:W2790793683)  
**Source**: https://4ort.xyz/entity/an-automatic-aperture-detection-system-for-led-cup-based-on-machine-vision