# A Comprehensive Implementation of Road Surface Classification for Vehicle Driving Assistance: Dataset, Models, and Deployment

> Research article (IEEE Transactions on Intelligent Transportation Systems, 2023) · cited 79× · AI/ML

**Wikidata**: [openalex:W4365420262](https://www.wikidata.org/wiki/openalex:W4365420262)  
**Source**: https://4ort.xyz/entity/a-comprehensive-implementation-of-road-surface-classification-for-vehicle-driving-assistance-dataset-models-and-deployme