# High-performance panoramic annular lens design for real-time semantic segmentation on aerial imagery

> Research article (Optical Engineering, 2022) · cited 15× · AI/ML

**Wikidata**: [openalex:W4214613230](https://www.wikidata.org/wiki/openalex:W4214613230)  
**Source**: https://4ort.xyz/entity/high-performance-panoramic-annular-lens-design-for-real-time-semantic-segmentation-on-aerial-imagery