# Automated Asphalt Pavement Raveling Detection and Classification using Convolutional Neural Network and Macrotexture Analysis

> Research article (Transportation Research Record Journal of the Transportation Research Board, 2021) · cited 25× · AI/ML

**Wikidata**: [openalex:W3154907519](https://www.wikidata.org/wiki/openalex:W3154907519)  
**Source**: https://4ort.xyz/entity/automated-asphalt-pavement-raveling-detection-and-classification-using-convolutional-neural-network-and-macrotexture-ana