Multi-View Stereo based on deep learning
โจMVS็ณปๅๆ ธๅฟๅๆฐ็น & ็ผบ้ท
| ็ฎ็งฐ/็ฌ่ฎฐ | ่ฎบๆ้ข็ฎ | ๅบๅค(ๅนดไปฝ) | ๅๆ ไปฃ็ |
ๆจ่ๅผ | |
|---|---|---|---|---|---|
| 1 | MVSNet | MVSNet: Depth Inference for Unstructured Multi-view Stereo | ECCV 2018 | paper code |
โ โ โ โ โ |
| 2 | R-MVSNet | Recurrent MVSNet for High-resolution Multi-view Stereo Depth Inference | CVPR 2019 | paper code |
โ โ โ |
| 3 | Point-MVSNet | Point-based multi-view stereo network | ICCV 2019 oral | paper code |
โ โ โ โ |
| 4 | P-MVSNet | P-MVSNet: Learning Patch-wise Matching Confidence Aggregation for Multi-View Stereo | ICCV 2019 | paper | โ |
| 5 | CVP-MVSNet | Cost Volume Pyramid Based Depth Inference for Multi-View Stereo | CVPR 2020 oral | paper code |
โ โ โ โ โ |
| 6 | RayNet | RayNet: Learning Volumetric 3D Reconstruction with Ray Potentials | CVPR 2018 oral | paper code |
โ โ โ โ |
| 7 | AttMVSNet | Attention-Aware Multi-View Stereo | CVPR 2020 | paper | โ โ |
| 8 | CasMVSNet | Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching | CVPR 2020 oral | paper code |
โ โ โ โ โ |
| 9 | PatchmatchNet | PatchmatchNet: Learned Multi-View Patchmatch Stereo | CVPR 2021 oral | paper code |
โ โ โ โ |
| 10 | MVSCRF | MVSCRF: Learning Multi-View Stereo With Conditional Random Fields | ICCV 2019 | paper | โ โ โ |
| 11 | PVA-MVSNet | Pyramid Multi-view Stereo Net with Self-adaptive View Aggregation | ECCV 2020 | paper code |
โ โ โ |
| 12 | FastMVSNet | Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement | CVPR 2020 | paper code |
โ โ โ |
| 13 | UCSNet | Deep Stereo using Adaptive Thin Volume Representation with Uncertainty Awareness | CVPR 2020 oral | paper code |
โ โ โ โ โ |
| 14 | MVSNet++ | MVSNet++: Learning Depth-Based Attention Pyramid Features for Multi-View Stereo | TIP 2020 | paper | โ โ |
| 15 | SurfaceNet+ | SurfaceNet+: An End-to-end 3D Neural Network for Very Sparse Multi-View Stereopsis | TPAMI 2021 | paper code |
โ โ |
| 16 | Vis-MVSNet | Visibility-aware Multi-view Stereo Network | BMVC 2020 best paper | paper code |
โ โ โ โ |
| 17 | PVSNet | PVSNet: Pixelwise Visibility-Aware Multi-View Stereo Network. | CVPR 2020 | paper | โ โ โ โ โ |
| 18 | D2HC-RMVSNet | Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking | ECCV 2020 | paper code |
โ โ โ |
| 19 | BP-MVSNet | BP-MVSNet: Belief-Propagation-Layers for Multi-View-Stereo | 3DV 2020 | paper | โ โ |
| 20 | TransMVSNet | TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers | CVPR 2022 | paper code |
โ โ โ โ |
| 21 | GBi-Net | Generalized Binary Search Network for Highly-Efficient Multi-View Stereo | CVPR 2022 | paper code |
โ โ โ โ โ |
| 22 | IterMVS | IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo | CVPR 2022 | paper code |
โ โ โ |
| 23 | CIDER | Learning Inverse Depth Regression for Multi-View Stereo with Correlation Cost Volume | CVPR 2019 | paper code |
โ โ โ |
| 24 | UniMVSNet | Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation and Focal Loss | CVPR 2022 | paper code |
โ โ โ โ |
โ๏ธๅบๆฌๆฆๅฟต
- fusibileๆทฑๅบฆๅพ่ๅ็นไบ
- DTUๅฎ้ๆต่ฏ
- MVSNet
- MVSNet_pl
- PointMVSNet
- CVP-MVSNet
- CasMVSNet
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