Method

Transflow [Transflow]
[Anonymous Submission]

Submitted on 19 May. 2017 15:28 by
[Anonymous Submission]

Running time:0.15 s
Environment:GPU @ 1.5 Ghz (Python)

Method Description:
Unsupervised optical flow estimation
Parameters:
nd
Latex Bibtex:
nd

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 45.81 % 52.23 % 3.6 px 7.8 px
3 pixels 29.47 % 37.36 % 3.6 px 7.8 px
4 pixels 20.76 % 29.10 % 3.6 px 7.8 px
5 pixels 15.72 % 24.08 % 3.6 px 7.8 px
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Reflective Regions

This table as LaTeX

Test Image 0

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 58.78 % 63.90 % 3.4 px 6.5 px
3 pixels 35.83 % 43.82 % 3.4 px 6.5 px
4 pixels 22.95 % 32.19 % 3.4 px 6.5 px
5 pixels 17.51 % 27.02 % 3.4 px 6.5 px
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Test Image 1

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 36.47 % 44.05 % 2.4 px 4.7 px
3 pixels 23.83 % 32.07 % 2.4 px 4.7 px
4 pixels 16.99 % 24.86 % 2.4 px 4.7 px
5 pixels 12.12 % 19.33 % 2.4 px 4.7 px
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Test Image 2

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 36.50 % 45.24 % 2.4 px 5.3 px
3 pixels 21.98 % 31.75 % 2.4 px 5.3 px
4 pixels 15.99 % 25.45 % 2.4 px 5.3 px
5 pixels 11.31 % 20.41 % 2.4 px 5.3 px
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Test Image 3

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 34.53 % 44.60 % 2.6 px 5.6 px
3 pixels 20.98 % 32.29 % 2.6 px 5.6 px
4 pixels 14.97 % 26.26 % 2.6 px 5.6 px
5 pixels 11.31 % 22.29 % 2.6 px 5.6 px
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Test Image 4

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 25.42 % 30.40 % 1.9 px 2.4 px
3 pixels 15.05 % 19.97 % 1.9 px 2.4 px
4 pixels 10.07 % 14.58 % 1.9 px 2.4 px
5 pixels 6.91 % 11.03 % 1.9 px 2.4 px
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Test Image 5

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 35.32 % 45.30 % 2.8 px 8.5 px
3 pixels 23.18 % 34.62 % 2.8 px 8.5 px
4 pixels 16.55 % 28.47 % 2.8 px 8.5 px
5 pixels 12.69 % 24.56 % 2.8 px 8.5 px
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Test Image 6

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 39.69 % 45.76 % 2.8 px 5.2 px
3 pixels 26.05 % 32.79 % 2.8 px 5.2 px
4 pixels 18.59 % 24.82 % 2.8 px 5.2 px
5 pixels 14.16 % 20.28 % 2.8 px 5.2 px
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Test Image 7

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 36.20 % 45.95 % 3.0 px 8.3 px
3 pixels 22.21 % 33.33 % 3.0 px 8.3 px
4 pixels 14.70 % 26.11 % 3.0 px 8.3 px
5 pixels 11.03 % 21.76 % 3.0 px 8.3 px
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Test Image 8

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 45.97 % 54.87 % 2.8 px 8.3 px
3 pixels 28.34 % 39.49 % 2.8 px 8.3 px
4 pixels 17.31 % 29.69 % 2.8 px 8.3 px
5 pixels 11.31 % 23.90 % 2.8 px 8.3 px
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Test Image 9

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 52.48 % 58.94 % 4.5 px 8.2 px
3 pixels 36.02 % 44.19 % 4.5 px 8.2 px
4 pixels 27.56 % 36.13 % 4.5 px 8.2 px
5 pixels 21.86 % 30.40 % 4.5 px 8.2 px
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Test Image 10

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 41.85 % 51.46 % 3.4 px 13.7 px
3 pixels 26.62 % 38.09 % 3.4 px 13.7 px
4 pixels 18.37 % 30.45 % 3.4 px 13.7 px
5 pixels 13.09 % 25.46 % 3.4 px 13.7 px
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Test Image 11

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 40.22 % 49.17 % 2.8 px 7.7 px
3 pixels 23.14 % 34.30 % 2.8 px 7.7 px
4 pixels 15.26 % 26.65 % 2.8 px 7.7 px
5 pixels 10.84 % 21.78 % 2.8 px 7.7 px
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Test Image 12

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 35.15 % 44.74 % 4.1 px 10.7 px
3 pixels 25.51 % 35.67 % 4.1 px 10.7 px
4 pixels 20.13 % 30.25 % 4.1 px 10.7 px
5 pixels 16.36 % 26.17 % 4.1 px 10.7 px
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Test Image 13

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 45.51 % 51.37 % 3.6 px 5.9 px
3 pixels 24.88 % 32.43 % 3.6 px 5.9 px
4 pixels 15.79 % 23.44 % 3.6 px 5.9 px
5 pixels 12.02 % 19.03 % 3.6 px 5.9 px
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Test Image 14

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 59.91 % 66.12 % 4.2 px 9.3 px
3 pixels 43.27 % 51.71 % 4.2 px 9.3 px
4 pixels 32.68 % 42.40 % 4.2 px 9.3 px
5 pixels 25.45 % 35.96 % 4.2 px 9.3 px
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Test Image 15

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 50.19 % 58.70 % 3.9 px 10.8 px
3 pixels 35.84 % 46.55 % 3.9 px 10.8 px
4 pixels 26.81 % 38.66 % 3.9 px 10.8 px
5 pixels 20.71 % 33.03 % 3.9 px 10.8 px
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Test Image 16

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 49.41 % 54.01 % 2.6 px 6.5 px
3 pixels 24.31 % 30.43 % 2.6 px 6.5 px
4 pixels 12.25 % 18.67 % 2.6 px 6.5 px
5 pixels 6.82 % 12.95 % 2.6 px 6.5 px
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Test Image 17

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 56.66 % 63.32 % 3.4 px 8.2 px
3 pixels 35.52 % 45.19 % 3.4 px 8.2 px
4 pixels 22.54 % 33.79 % 3.4 px 8.2 px
5 pixels 14.95 % 26.83 % 3.4 px 8.2 px
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Test Image 18

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 70.02 % 73.08 % 3.6 px 5.3 px
3 pixels 48.61 % 53.87 % 3.6 px 5.3 px
4 pixels 32.90 % 39.72 % 3.6 px 5.3 px
5 pixels 22.92 % 30.63 % 3.6 px 5.3 px
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Test Image 19

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 28.77 % 36.31 % 2.1 px 3.5 px
3 pixels 14.67 % 22.45 % 2.1 px 3.5 px
4 pixels 9.55 % 16.42 % 2.1 px 3.5 px
5 pixels 6.73 % 12.70 % 2.1 px 3.5 px
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