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field imagery 1instance segmentation 1mask r-cnn 1pavement distress detection 1road crack analysis 1

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cs.CV2026

Pixel-Level Pavement Distress Assessment Using Instance Segmentation

Logan Dewick, Bibesh Pyakurel, Kong Pheng Yang +2

The paper introduces a vision-based system that uses Mask R-CNN instance segmentation to precisely locate and quantify pavement cracks and potholes in field-collected road images,…