Open access
Jul 2026
Learning-based Monocular Depth Estimation for Photogrammetric 3D Reconstruction
This paper employs sparse point clouds of Structure-from-Motion (SfM) as extra geometric constraints and proposes a framework that achieves photogrammetric 3D reconstruction using off-the-shelf learning-based MDE models without the need for additional fine-tuning.
Chunyu Dou, Yifei Yu, Xin Wang et al.
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