Scene Flow Estimation
Optical flow is a two-dimensional motion field in the image plane. It is the projection of the three-dimensional motion of the world. If the world is completely non-rigid, the motions of the points in the scene may all be indepen- dent of each other. One representation of the scene motion is therefore a dense three-dimensional vector field defined for every point on every surface in the scene. By analogy with optical flow, we refer to this three-dimensional motion field as scene flow.
Source: Vedula, Sundar, et al. "Three-dimensional scene flow." IEEE transactions on pattern analysis and machine intelligence 27.3 (2005): 475-480. pdf
Papers
Showing 1–10 of 152 papers
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Self-Mono-SF | D1-all | 31.25 | — | Unverified |
| 2 | Multi-Mono-SF | D1-all | 27.33 | — | Unverified |
| 3 | EPC | D1-all | 26.81 | — | Unverified |
| 4 | EPC++ | D1-all | 23.84 | — | Unverified |