# Image resolution and contrast enhancement with optimal brightness compensation using wavelet transforms and particle swarm optimization

> Research article (IET Image Processing, 2021) · cited 12× · AI/ML

**Wikidata**: [openalex:W3161590466](https://www.wikidata.org/wiki/openalex:W3161590466)  
**Source**: https://4ort.xyz/entity/image-resolution-and-contrast-enhancement-with-optimal-brightness-compensation-using-wavelet-transforms-and-particle-swa