JOURNAL ARTICLE

YOLOv8 and point cloud fusion for enhanced road pothole detection and quantification

Junkui ZhongDeyi KongYuliang WeiBin Pan

Year: 2025 Journal:   Scientific Reports Vol: 15 (1)Pages: 11260-11260   Publisher: Nature Portfolio
Keywords:
False positive paradox Point cloud Pothole (geology) Computer science Road surface Boundary (topology) Smoothness Object detection Point (geometry) Artificial intelligence Computer vision Elevation (ballistics) Precision and recall False positives and false negatives Data mining Pattern recognition (psychology) Remote sensing Mathematics Geometry Geology

Metrics

4
Cited By
9.59
FWCI (Field Weighted Citation Impact)
45
Refs
0.94
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Infrastructure Maintenance and Monitoring
Physical Sciences →  Engineering →  Civil and Structural Engineering
3D Surveying and Cultural Heritage
Physical Sciences →  Earth and Planetary Sciences →  Geology
Image and Object Detection Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
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