Method

RicFlow [RicFlow]


Submitted on 18 Oct. 2016 01:04 by
Yinlin Hu (XiDian University)

Running time:5 s
Environment:1 core @ 3.5 Ghz (C/C++)

Method Description:
Yinlin Hu, Yunsong Li, Rui Song. Robust Interpolation
of Correspondences for Large Displacement Optical
Flow. CVPR 2017.
Parameters:
...
Latex Bibtex:
@inproceedings{Hu2017CVPR,
title = {Robust Interpolation of Correspondences for
Large Displacement Optical Flow},
author={Yinlin Hu and Yunsong Li and Rui Song},
booktitle = {{CVPR}},
publisher = {IEEE},
year = {2017}
}

Detailed Results

This page provides detailed results for the method(s) selected. For each of the first 20 test images, the number of erroneous pixels at all thresholds is depicted in the table. Underneath, the left input image, the disparity / end-point error map and the estimated (and interpolated) disparity / optical flow map are shown. The error map scales linearly between 0 (black) and >=5 (white) pixels error. Red denotes all occluded pixels, falling outside the image boundaries. The false color map is scaled to the largest ground truth disparity / flow value.

Test Set Average

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 7.34 % 16.78 % 1.3 px 3.2 px
3 pixels 4.96 % 13.04 % 1.3 px 3.2 px
4 pixels 3.99 % 10.88 % 1.3 px 3.2 px
5 pixels 3.42 % 9.38 % 1.3 px 3.2 px
This table as LaTeX

Reflective Regions

This table as LaTeX

Test Image 0

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 6.69 % 16.65 % 1.0 px 1.7 px
3 pixels 4.62 % 12.43 % 1.0 px 1.7 px
4 pixels 3.73 % 9.96 % 1.0 px 1.7 px
5 pixels 3.27 % 8.01 % 1.0 px 1.7 px
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Test Image 1

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 4.94 % 15.17 % 0.7 px 1.4 px
3 pixels 3.26 % 11.99 % 0.7 px 1.4 px
4 pixels 2.25 % 9.29 % 0.7 px 1.4 px
5 pixels 1.73 % 7.20 % 0.7 px 1.4 px
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Test Image 2

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 6.97 % 18.68 % 0.7 px 1.7 px
3 pixels 3.14 % 13.44 % 0.7 px 1.7 px
4 pixels 1.88 % 10.82 % 0.7 px 1.7 px
5 pixels 1.35 % 8.83 % 0.7 px 1.7 px
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Test Image 3

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 6.89 % 19.05 % 0.8 px 1.8 px
3 pixels 4.54 % 14.54 % 0.8 px 1.8 px
4 pixels 3.16 % 11.66 % 0.8 px 1.8 px
5 pixels 2.33 % 9.78 % 0.8 px 1.8 px
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Test Image 4

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 1.51 % 5.77 % 0.5 px 0.6 px
3 pixels 0.73 % 3.27 % 0.5 px 0.6 px
4 pixels 0.45 % 1.44 % 0.5 px 0.6 px
5 pixels 0.35 % 0.72 % 0.5 px 0.6 px
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Test Image 5

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 14.90 % 26.05 % 5.1 px 10.9 px
3 pixels 13.16 % 23.52 % 5.1 px 10.9 px
4 pixels 12.47 % 21.90 % 5.1 px 10.9 px
5 pixels 12.17 % 20.76 % 5.1 px 10.9 px
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Test Image 6

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 6.00 % 12.62 % 0.8 px 1.3 px
3 pixels 3.75 % 8.52 % 0.8 px 1.3 px
4 pixels 2.85 % 5.96 % 0.8 px 1.3 px
5 pixels 2.46 % 4.70 % 0.8 px 1.3 px
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Test Image 7

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 8.10 % 21.16 % 2.2 px 6.4 px
3 pixels 6.56 % 17.89 % 2.2 px 6.4 px
4 pixels 5.78 % 15.33 % 2.2 px 6.4 px
5 pixels 5.18 % 13.33 % 2.2 px 6.4 px
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Test Image 8

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 6.54 % 20.48 % 1.5 px 4.1 px
3 pixels 4.71 % 17.34 % 1.5 px 4.1 px
4 pixels 4.02 % 15.54 % 1.5 px 4.1 px
5 pixels 3.64 % 14.25 % 1.5 px 4.1 px
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Test Image 9

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 10.63 % 22.56 % 1.2 px 2.5 px
3 pixels 6.59 % 16.83 % 1.2 px 2.5 px
4 pixels 4.75 % 12.90 % 1.2 px 2.5 px
5 pixels 3.65 % 9.98 % 1.2 px 2.5 px
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Test Image 10

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 5.61 % 18.08 % 0.8 px 1.8 px
3 pixels 3.50 % 14.35 % 0.8 px 1.8 px
4 pixels 2.66 % 12.18 % 0.8 px 1.8 px
5 pixels 2.07 % 10.22 % 0.8 px 1.8 px
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Test Image 11

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 8.59 % 20.37 % 1.4 px 4.0 px
3 pixels 4.62 % 15.27 % 1.4 px 4.0 px
4 pixels 3.38 % 12.28 % 1.4 px 4.0 px
5 pixels 2.81 % 10.16 % 1.4 px 4.0 px
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Test Image 12

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 10.15 % 21.48 % 2.0 px 5.3 px
3 pixels 8.07 % 18.31 % 2.0 px 5.3 px
4 pixels 7.00 % 16.35 % 2.0 px 5.3 px
5 pixels 6.53 % 14.86 % 2.0 px 5.3 px
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Test Image 13

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 6.56 % 16.13 % 1.5 px 3.2 px
3 pixels 5.44 % 13.72 % 1.5 px 3.2 px
4 pixels 4.90 % 12.05 % 1.5 px 3.2 px
5 pixels 4.54 % 10.73 % 1.5 px 3.2 px
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Test Image 14

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 6.25 % 20.00 % 0.8 px 2.2 px
3 pixels 3.71 % 16.25 % 0.8 px 2.2 px
4 pixels 2.84 % 14.03 % 0.8 px 2.2 px
5 pixels 2.31 % 12.26 % 0.8 px 2.2 px
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Test Image 15

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 10.29 % 23.33 % 1.2 px 4.0 px
3 pixels 7.10 % 19.22 % 1.2 px 4.0 px
4 pixels 5.61 % 16.71 % 1.2 px 4.0 px
5 pixels 4.54 % 14.69 % 1.2 px 4.0 px
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Test Image 16

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 2.89 % 9.03 % 0.6 px 0.9 px
3 pixels 1.17 % 4.86 % 0.6 px 0.9 px
4 pixels 0.71 % 3.10 % 0.6 px 0.9 px
5 pixels 0.47 % 2.25 % 0.6 px 0.9 px
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Test Image 17

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 8.22 % 19.82 % 1.2 px 4.4 px
3 pixels 5.62 % 15.69 % 1.2 px 4.4 px
4 pixels 4.42 % 13.20 % 1.2 px 4.4 px
5 pixels 3.43 % 11.23 % 1.2 px 4.4 px
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Test Image 18

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 0.98 % 7.08 % 0.4 px 0.7 px
3 pixels 0.35 % 3.39 % 0.4 px 0.7 px
4 pixels 0.17 % 1.92 % 0.4 px 0.7 px
5 pixels 0.10 % 1.20 % 0.4 px 0.7 px
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Test Image 19

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 2.38 % 9.34 % 0.5 px 1.1 px
3 pixels 1.63 % 6.32 % 0.5 px 1.1 px
4 pixels 1.27 % 4.36 % 0.5 px 1.1 px
5 pixels 1.02 % 3.05 % 0.5 px 1.1 px
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