# Low-cost video-based air quality estimation system using structured deep learning with selective state space modeling

> Research article (Environment International, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4409839277](https://www.wikidata.org/wiki/openalex:W4409839277)  
**Source**: https://4ort.xyz/entity/low-cost-video-based-air-quality-estimation-system-using-structured-deep-learning-with-selective-state-space-modeling