COLMAP shows highest micro-texture sensitivity while open-source tools prove viable for relative road roughness estimation from images.
Automatic identification of dense damage -sensitive features in civil infrastructure using sparse sensor networks,
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Comparative evaluation of photogrammetric reconstruction methods and 3D Gaussian Splatting for road surface roughness analysis
COLMAP shows highest micro-texture sensitivity while open-source tools prove viable for relative road roughness estimation from images.