# Lightweight two-stage transformer for low-light image enhancement and object detection

> Research article (Digital Signal Processing, 2024) · cited 21× · AI/ML

**Wikidata**: [openalex:W4394984900](https://www.wikidata.org/wiki/openalex:W4394984900)  
**Source**: https://4ort.xyz/entity/lightweight-two-stage-transformer-for-low-light-image-enhancement-and-object-detection