# A non-uniform low-light image enhancement method with multi-scale attention transformer and luminance consistency loss

> Research article (The Visual Computer, 2024) · cited 15× · AI/ML

**Wikidata**: [openalex:W4399140943](https://www.wikidata.org/wiki/openalex:W4399140943)  
**Source**: https://4ort.xyz/entity/a-non-uniform-low-light-image-enhancement-method-with-multi-scale-attention-transformer-and-luminance-consistency-loss