# Enhanced Automatic Root Recognition and Localization in GPR Images Through a YOLOv4-Based Deep Learning Approach

> Research article (IEEE Transactions on Geoscience and Remote Sensing, 2022) · cited 42× · AI/ML

**Wikidata**: [openalex:W4285253033](https://www.wikidata.org/wiki/openalex:W4285253033)  
**Source**: https://4ort.xyz/entity/enhanced-automatic-root-recognition-and-localization-in-gpr-images-through-a-yolov4-based-deep-learning-approach