Novel View Synthesis
Synthesize a target image with an arbitrary target camera pose from given source images and their camera poses.
See Wiki for more introductions.
The Synthesis method include: NeRF, MPI and so on.
( Image credit: Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence )
Papers
Showing 1–10 of 1441 papers
All datasetsLLFFMip-NeRF 360NeRFTanks and TemplesRefRefDONeRF: Evaluation DatasetX3DRTMVScanNetACIDSWORDHDR-GS
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Deformable Beta Splatting | PSNR | 34.66 | — | Unverified |
| 2 | Self-Organizing Gaussians | PSNR | 33.7 | — | Unverified |
| 3 | I-NGP | PSNR | 33.18 | — | Unverified |
| 4 | TensoRF | PSNR | 33.14 | — | Unverified |
| 5 | K-Planes (hybrid) | PSNR | 32.36 | — | Unverified |
| 6 | K-Planes (explicit) | PSNR | 32.21 | — | Unverified |
| 7 | Plenoxels | PSNR | 31.71 | — | Unverified |
| 8 | JAXNeRF | PSNR | 31.65 | — | Unverified |
| 9 | NeRF | PSNR | 31 | — | Unverified |
| 10 | MobileNeRF | PSNR | 30.9 | — | Unverified |