# Comparison of methods for end-to-end co-optimization of optical systems and image processing with commercial lens design software

> Research article (Optics Express, 2022) · cited 26× · AI/ML

**Wikidata**: [openalex:W4220718971](https://www.wikidata.org/wiki/openalex:W4220718971)  
**Source**: https://4ort.xyz/entity/comparison-of-methods-for-end-to-end-co-optimization-of-optical-systems-and-image-processing-with-commercial-lens-design