# 3D reconstruction and measurement of concrete spalling using near-field Photometric stereo and YOLOv8

> Research article (Automation in Construction, 2024) · cited 12× · AI/ML

**Wikidata**: [openalex:W4400966871](https://www.wikidata.org/wiki/openalex:W4400966871)  
**Source**: https://4ort.xyz/entity/3d-reconstruction-and-measurement-of-concrete-spalling-using-near-field-photometric-stereo-and-yolov8