Method

DC-NET [DC-NET]
[Anonymous Submission]

Submitted on 11 Jun. 2018 13:14 by
[Anonymous Submission]

Running time:0.2 s
Environment:1 core @ 2.5 Ghz (Python)

Method Description:
DC-NET
Parameters:
DC-NET
Latex Bibtex:
DC-NET

Detailed Results

This page provides detailed results for the method(s) selected. For the first 20 test images, the percentage of erroneous pixels is depicted in the table. We use the error metric described in Object Scene Flow for Autonomous Vehicles (CVPR 2015), which considers a pixel to be correctly estimated if the disparity or flow end-point error is <3px or <5% (for scene flow this criterion needs to be fulfilled for both disparity maps and the flow map). Underneath, the left input image, the estimated results and the error maps are shown (for disp_0/disp_1/flow/scene_flow, respectively). The error map uses the log-color scale described in Object Scene Flow for Autonomous Vehicles (CVPR 2015), depicting correct estimates (<3px or <5% error) in blue and wrong estimates in red color tones. Dark regions in the error images denote the occluded pixels which fall outside the image boundaries. The false color maps of the results are scaled to the largest ground truth disparity values / flow magnitudes.

Test Set Average

Error D1-bg D1-fg D1-all
All / All 89.74 96.68 90.89
All / Est 89.74 96.68 90.89
Noc / All 89.62 96.61 90.77
Noc / Est 89.62 96.61 90.77
This table as LaTeX

Test Image 0

Error D1-bg D1-fg D1-all
All / All 86.22 94.84 87.40
All / Est 86.22 94.84 87.40
Noc / All 85.96 94.84 87.19
Noc / Est 85.96 94.84 87.19
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 1

Error D1-bg D1-fg D1-all
All / All 90.66 83.74 89.89
All / Est 90.66 83.74 89.89
Noc / All 90.54 83.74 89.77
Noc / Est 90.54 83.74 89.77
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 2

Error D1-bg D1-fg D1-all
All / All 90.83 62.13 89.44
All / Est 90.83 62.13 89.44
Noc / All 90.67 62.13 89.25
Noc / Est 90.67 62.13 89.25
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 3

Error D1-bg D1-fg D1-all
All / All 85.46 93.68 86.22
All / Est 85.46 93.68 86.22
Noc / All 85.27 93.68 86.06
Noc / Est 85.27 93.68 86.06
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 4

Error D1-bg D1-fg D1-all
All / All 90.09 94.28 90.78
All / Est 90.09 94.28 90.78
Noc / All 89.91 94.28 90.65
Noc / Est 89.91 94.28 90.65
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 5

Error D1-bg D1-fg D1-all
All / All 94.98 99.39 95.37
All / Est 94.98 99.39 95.37
Noc / All 94.91 99.39 95.32
Noc / Est 94.91 99.39 95.32
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 6

Error D1-bg D1-fg D1-all
All / All 94.16 100.00 94.78
All / Est 94.16 100.00 94.78
Noc / All 94.03 100.00 94.67
Noc / Est 94.03 100.00 94.67
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 7

Error D1-bg D1-fg D1-all
All / All 74.47 82.69 76.08
All / Est 74.47 82.69 76.08
Noc / All 74.25 82.69 75.92
Noc / Est 74.25 82.69 75.92
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 8

Error D1-bg D1-fg D1-all
All / All 74.84 99.88 79.46
All / Est 74.84 99.88 79.46
Noc / All 74.87 99.88 79.49
Noc / Est 74.87 99.88 79.49
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 9

Error D1-bg D1-fg D1-all
All / All 73.58 99.46 80.19
All / Est 73.58 99.46 80.19
Noc / All 73.33 99.43 79.83
Noc / Est 73.33 99.43 79.83
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 10

Error D1-bg D1-fg D1-all
All / All 84.16 90.74 85.66
All / Est 84.16 90.74 85.66
Noc / All 84.11 90.74 85.64
Noc / Est 84.11 90.74 85.64
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 11

Error D1-bg D1-fg D1-all
All / All 88.83 87.70 88.63
All / Est 88.83 87.70 88.63
Noc / All 88.76 87.70 88.57
Noc / Est 88.76 87.70 88.57
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 12

Error D1-bg D1-fg D1-all
All / All 90.06 98.63 90.64
All / Est 90.06 98.63 90.64
Noc / All 90.08 98.63 90.66
Noc / Est 90.08 98.63 90.66
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 13

Error D1-bg D1-fg D1-all
All / All 91.58 100.00 92.61
All / Est 91.58 100.00 92.61
Noc / All 91.71 100.00 92.73
Noc / Est 91.71 100.00 92.73
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 14

Error D1-bg D1-fg D1-all
All / All 90.21 46.77 89.45
All / Est 90.21 46.77 89.45
Noc / All 90.22 46.77 89.46
Noc / Est 90.22 46.77 89.46
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 15

Error D1-bg D1-fg D1-all
All / All 91.70 78.81 90.53
All / Est 91.70 78.81 90.53
Noc / All 91.52 78.81 90.35
Noc / Est 91.52 78.81 90.35
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 16

Error D1-bg D1-fg D1-all
All / All 89.96 100.00 91.43
All / Est 89.96 100.00 91.43
Noc / All 89.86 100.00 91.37
Noc / Est 89.86 100.00 91.37
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 17

Error D1-bg D1-fg D1-all
All / All 83.74 86.86 84.07
All / Est 83.74 86.86 84.07
Noc / All 83.61 86.86 83.96
Noc / Est 83.61 86.86 83.96
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 18

Error D1-bg D1-fg D1-all
All / All 85.21 100.00 92.24
All / Est 85.21 100.00 92.24
Noc / All 85.09 100.00 92.24
Noc / Est 85.09 100.00 92.24
This table as LaTeX

Input Image

D1 Result

D1 Error


Test Image 19

Error D1-bg D1-fg D1-all
All / All 88.02 87.84 88.00
All / Est 88.02 87.84 88.00
Noc / All 87.84 87.84 87.84
Noc / Est 87.84 87.84 87.84
This table as LaTeX

Input Image

D1 Result

D1 Error




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