End-to-end learning-based methods like DUSt3R and VGGT deliver faster 3D reconstruction with competitive accuracy and coverage on aerial scenes compared to COLMAP, though with larger residuals in difficult areas.
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A Comparison of Multi-View Stereo Methods for Photogrammetric 3D Reconstruction: From Traditional to Learning-Based Approaches
End-to-end learning-based methods like DUSt3R and VGGT deliver faster 3D reconstruction with competitive accuracy and coverage on aerial scenes compared to COLMAP, though with larger residuals in difficult areas.