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Estimating millimeter-scale surface roughness of rock outcrops using drone-flyover structure-from-motion (SfM) photogrammetry by applying machine learning model.

Takumu NakamuraArata KiokaKosuke EgawaTakuma IshiiYasuhiro Yamada
Published in: Earth Sci. Informatics (2024)
Keyphrases
  • structure from motion
  • machine learning
  • bundle adjustment
  • computer vision
  • image sequences
  • point cloud
  • surface roughness
  • semi supervised
  • multi view
  • missing data
  • camera motion