# GAN-Based Controllable Image Data Augmentation in Low-Visibility Conditions for Improved Roadside Traffic Perception

> Research article (IEEE Transactions on Consumer Electronics, 2024) · cited 15× · AI/ML

**Wikidata**: [openalex:W4394711500](https://www.wikidata.org/wiki/openalex:W4394711500)  
**Source**: https://4ort.xyz/entity/gan-based-controllable-image-data-augmentation-in-low-visibility-conditions-for-improved-roadside-traffic-perception