# Automated defect inspection system for CMOS image sensor with micro multi-layer non-spherical lens module

> Research article (Journal of Manufacturing Systems, 2017) · cited 30× · AI/ML

**Wikidata**: [openalex:W2761722295](https://www.wikidata.org/wiki/openalex:W2761722295)  
**Source**: https://4ort.xyz/entity/automated-defect-inspection-system-for-cmos-image-sensor-with-micro-multi-layer-non-spherical-lens-module
