Siqi Wang, Jiaqiang Zhang, Liyuan Li, Xiaoyan Li, Fansheng Chen. Application of MVSNet in 3D Reconstruction of Space Objects[J]. Chinese Journal of Lasers, 2022, 49(23): 2310003
- Chinese Journal of Lasers
- Vol. 49, Issue 23, 2310003 (2022)
Fig. 1. Structural diagram of MVSNet network
Fig. 2. Architecture diagram of feature extraction network
Fig. 3. Architecture diagram of cost volume regularization network
Fig. 4. Camera location map
Fig. 5. Space target dataset
Fig. 6. Reconstruction results for non-Lambertian reflector region of Clementine satellite obtained by different methods. (a)Ground truth；(b)VisualSFM；(c)COLMAP；(d)SurfaceNet；(e) our method
Fig. 7. Reconstruction results for low-textured region of Clementine satellite obtained by different methods. (a)Ground truth；(b)VisualSFM；(c)COLMAP；(d)SurfaceNet；(e) our method
Fig. 8. Reconstruction results for repetitive texture region of Clementine satellite obtained by different methods. (a)Ground truth；(b)VisualSFM；(c)COLMAP；(d)SurfaceNet；(e) our method
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Table 1. Performance comparison of different algorithms on DTU dataset
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Table 2. Running time
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Table 3. Performance comparison of algorithms under different numbers of matching views
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