Method

Unsupervised-FT [UFT]
[Anonymous Submission]

Submitted on 8 Aug. 2018 09:50 by
[Anonymous Submission]

Running time:0.8 s
Environment:1 core @ 2.5 Ghz (C/C++)

Method Description:
Unsupervised
Parameters:
NA
Latex Bibtex:

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 Fl-bg Fl-fg Fl-all
All / All 96.10 97.07 96.26
All / Est 100.00 100.00 100.00
Noc / All 95.39 96.88 95.66
Noc / Est 100.00 100.00 100.00
This table as LaTeX

Test Image 0

Error Fl-bg Fl-fg Fl-all
All / All 100.00 100.00 100.00
All / Est 100.00 0.00 100.00
Noc / All 100.00 100.00 100.00
Noc / Est 100.00 0.00 100.00
This table as LaTeX

Input Image

Flow Result

Flow Error


Test Image 1

Error Fl-bg Fl-fg Fl-all
All / All 100.00 100.00 100.00
All / Est 100.00 0.00 100.00
Noc / All 100.00 100.00 100.00
Noc / Est 100.00 0.00 100.00
This table as LaTeX

Input Image

Flow Result

Flow Error


Test Image 2

Error Fl-bg Fl-fg Fl-all
All / All 100.00 100.00 100.00
All / Est 0.00 0.00 0.00
Noc / All 100.00 100.00 100.00
Noc / Est 0.00 0.00 0.00
This table as LaTeX

Input Image

Flow Result

Flow Error


Test Image 3

Error Fl-bg Fl-fg Fl-all
All / All 100.00 100.00 100.00
All / Est 100.00 0.00 100.00
Noc / All 100.00 100.00 100.00
Noc / Est 100.00 0.00 100.00
This table as LaTeX

Input Image

Flow Result

Flow Error


Test Image 4

Error Fl-bg Fl-fg Fl-all
All / All 97.11 100.00 97.59
All / Est 0.00 0.00 0.00
Noc / All 96.54 100.00 97.19
Noc / Est 0.00 0.00 0.00
This table as LaTeX

Input Image

Flow Result

Flow Error


Test Image 5

Error Fl-bg Fl-fg Fl-all
All / All 99.25 79.01 97.43
All / Est 0.00 0.00 0.00
Noc / All 99.13 79.01 97.06
Noc / Est 0.00 0.00 0.00
This table as LaTeX

Input Image

Flow Result

Flow Error


Test Image 6

Error Fl-bg Fl-fg Fl-all
All / All 94.41 45.34 89.24
All / Est 0.00 0.00 0.00
Noc / All 93.59 45.34 87.85
Noc / Est 0.00 0.00 0.00
This table as LaTeX

Input Image

Flow Result

Flow Error


Test Image 7

Error Fl-bg Fl-fg Fl-all
All / All 98.38 100.00 98.69
All / Est 100.00 100.00 100.00
Noc / All 98.38 100.00 98.68
Noc / Est 100.00 100.00 100.00
This table as LaTeX

Input Image

Flow Result

Flow Error


Test Image 8

Error Fl-bg Fl-fg Fl-all
All / All 0.00 100.00 18.47
All / Est 0.00 0.00 0.00
Noc / All 0.00 100.00 18.47
Noc / Est 0.00 0.00 0.00
This table as LaTeX

Input Image

Flow Result

Flow Error


Test Image 9

Error Fl-bg Fl-fg Fl-all
All / All 0.00 100.00 25.55
All / Est 0.00 0.00 0.00
Noc / All 0.00 100.00 25.55
Noc / Est 0.00 0.00 0.00
This table as LaTeX

Input Image

Flow Result

Flow Error


Test Image 10

Error Fl-bg Fl-fg Fl-all
All / All 100.00 100.00 100.00
All / Est 0.00 0.00 0.00
Noc / All 100.00 100.00 100.00
Noc / Est 0.00 0.00 0.00
This table as LaTeX

Input Image

Flow Result

Flow Error


Test Image 11

Error Fl-bg Fl-fg Fl-all
All / All 100.00 100.00 100.00
All / Est 100.00 100.00 100.00
Noc / All 100.00 100.00 100.00
Noc / Est 100.00 100.00 100.00
This table as LaTeX

Input Image

Flow Result

Flow Error


Test Image 12

Error Fl-bg Fl-fg Fl-all
All / All 99.61 100.00 99.63
All / Est 0.00 0.00 0.00
Noc / All 99.53 100.00 99.57
Noc / Est 0.00 0.00 0.00
This table as LaTeX

Input Image

Flow Result

Flow Error


Test Image 13

Error Fl-bg Fl-fg Fl-all
All / All 95.26 100.00 95.84
All / Est 0.00 0.00 0.00
Noc / All 94.28 100.00 94.94
Noc / Est 0.00 0.00 0.00
This table as LaTeX

Input Image

Flow Result

Flow Error


Test Image 14

Error Fl-bg Fl-fg Fl-all
All / All 100.00 100.00 100.00
All / Est 0.00 0.00 0.00
Noc / All 100.00 100.00 100.00
Noc / Est 0.00 0.00 0.00
This table as LaTeX

Input Image

Flow Result

Flow Error


Test Image 15

Error Fl-bg Fl-fg Fl-all
All / All 100.00 98.30 99.84
All / Est 100.00 100.00 100.00
Noc / All 99.99 98.30 99.80
Noc / Est 100.00 100.00 100.00
This table as LaTeX

Input Image

Flow Result

Flow Error


Test Image 16

Error Fl-bg Fl-fg Fl-all
All / All 100.00 100.00 100.00
All / Est 100.00 0.00 100.00
Noc / All 100.00 100.00 100.00
Noc / Est 100.00 0.00 100.00
This table as LaTeX

Input Image

Flow Result

Flow Error


Test Image 17

Error Fl-bg Fl-fg Fl-all
All / All 100.00 100.00 100.00
All / Est 100.00 0.00 100.00
Noc / All 100.00 100.00 100.00
Noc / Est 100.00 0.00 100.00
This table as LaTeX

Input Image

Flow Result

Flow Error


Test Image 18

Error Fl-bg Fl-fg Fl-all
All / All 99.51 100.00 99.74
All / Est 0.00 0.00 0.00
Noc / All 99.35 100.00 99.53
Noc / Est 0.00 0.00 0.00
This table as LaTeX

Input Image

Flow Result

Flow Error


Test Image 19

Error Fl-bg Fl-fg Fl-all
All / All 99.06 93.30 98.41
All / Est 0.00 0.00 0.00
Noc / All 98.75 93.30 97.96
Noc / Est 0.00 0.00 0.00
This table as LaTeX

Input Image

Flow Result

Flow Error




eXTReMe Tracker