# Near-surface pedestrian detection method based on deep learning for UAVs in low illumination environments

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

**Wikidata**: [openalex:W4210842816](https://www.wikidata.org/wiki/openalex:W4210842816)  
**Source**: https://4ort.xyz/entity/near-surface-pedestrian-detection-method-based-on-deep-learning-for-uavs-in-low-illumination-environments