# A 3D Shape Descriptor Based on Contour Clusters for Damaged Roof Detection Using Airborne LiDAR Point Clouds

> Research article (Remote Sensing, 2016) · cited 58× · AI/ML

**Wikidata**: [openalex:W2285827343](https://www.wikidata.org/wiki/openalex:W2285827343)  
**Source**: https://4ort.xyz/entity/a-3d-shape-descriptor-based-on-contour-clusters-for-damaged-roof-detection-using-airborne-lidar-point-clouds