# Direction-aware attention aggregation for single-stage hazy-weather crowd counting

> Research article (Expert Systems with Applications, 2023) · cited 16× · AI/ML

**Wikidata**: [openalex:W4365517310](https://www.wikidata.org/wiki/openalex:W4365517310)  
**Source**: https://4ort.xyz/entity/direction-aware-attention-aggregation-for-single-stage-hazy-weather-crowd-counting