EPE 3-Way: 0.049392EPE Foreground Dynamic: 0.117688EPE Foreground Static: 0.017406EPE Background Static: 0.013082
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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
논문
1px total: 50.083
EPE 3-Way: 0.111820EPE Foreground Dynamic: 0.163388EPE Foreground Static: 0.081360EPE Background Static: 0.090712
1px total: 34.896
EPE 3-Way: 0.060606EPE Foreground Dynamic: 0.115796EPE Foreground Static: 0.031576EPE Background Static: 0.034445
1px total: 37.262
EPE 3-Way: 0.048590EPE Foreground Dynamic: 0.121375EPE Foreground Static: 0.018404EPE Background Static: 0.005990
D1-all: 34.02D2-all: 36.34Fl-all: 23.54SF-all: 49.54
D1-all: 30.78D2-all: 34.41Fl-all: 19.54SF-all: 44.04
EPE: 0.068
EPE 3-Way: 0.034295EPE Foreground Dynamic: 0.073231EPE Foreground Static: 0.025093EPE Background Static: 0.004561
D1-all: 23.84D2-all: 60.32Fl-all: 19.64SF-all: (>60.32)
D1-all: 26.81D2-all: 60.97Fl-all: 25.74SF-all: (>60.97)
EPE 3-Way: 0.065049EPE Foreground Dynamic: 0.136922EPE Foreground Static: 0.033245EPE Background Static: 0.024981
SF-all: 4.26
D1-all: 5.13D2-all: 8.46Fl-all: 12.96SF-all: 15.69
EPE 3-Way: 0.061960EPE Foreground Dynamic: 0.156392EPE Foreground Static: 0.024549EPE Background Static: 0.004939