# Lightweight Semantic Feature Extraction Model With Direction Awareness for Aerial Traffic Object Detection

> Research article (IEEE Transactions on Intelligent Transportation Systems, 2025) · cited 11× · AI/ML

**Wikidata**: [openalex:W4417508459](https://www.wikidata.org/wiki/openalex:W4417508459)  
**Source**: https://4ort.xyz/entity/lightweight-semantic-feature-extraction-model-with-direction-awareness-for-aerial-traffic-object-detection