ConvNextV2X: Road Microcrack Detection Algorithm Based on Improved Multiscale Feature Fusion

Abstract

AbstractRoad microcracks are difficult to detect in their early stages. If not detected and repaired in a timely manner, they gradually expand under continuous traffic loads and environmental factors. This expansion eventually can lead to larger cracks or ...Practical ApplicationsCracks on road surfaces that appear microscopically may expand rapidly due to rainwater infiltration and vehicular traffic, potentially causing pavement collapse or traffic accidents. Such incidents substantially increase municipal ...