# HA-Transformer: Harmonious aggregation from local to global for object detection

> Research article (Expert Systems with Applications, 2023) · cited 12× · AI/ML

**Wikidata**: [openalex:W4379745057](https://www.wikidata.org/wiki/openalex:W4379745057)  
**Source**: https://4ort.xyz/entity/ha-transformer-harmonious-aggregation-from-local-to-global-for-object-detection