Method

Consensus of Regions (High Confidence) [CoR-Conf]
http://www.ttic.edu/chakrabarti/consensus/

Submitted on 13 Nov. 2014 17:41 by
Ayan Chakrabarti (TTI-Chicago)

Running time:6 s
Environment:6 cores @ 3.3 Ghz (Matlab + C/C++)

Method Description:
This is a version of the CoR results for estimates
only at points of high confidence (the disparity
estimates at these points are the same as in CoR,
but the ones with confidence below a threshold are
output as 'invalid'.
Parameters:
|J_n| >= 200
Latex Bibtex:
@inproceedings{CVPR_2015_Consensus,
title = {Low-level Vision by Consensus in a Spatial
Hierarchy of Regions},
booktitle = {CVPR},
year = {2015},
author = {Ayan Chakrabarti and Ying Xiong and
Steven J. Gortler and Todd Zickler}
}

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 5.99 % 7.00 % 1.0 px 1.2 px
3 pixels 4.49 % 5.26 % 1.0 px 1.2 px
4 pixels 3.77 % 4.41 % 1.0 px 1.2 px
5 pixels 3.31 % 3.86 % 1.0 px 1.2 px
This table as LaTeX

Reflective Regions

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 25.13 % 28.74 % 4.0 px 5.4 px
3 pixels 19.38 % 23.00 % 4.0 px 5.4 px
4 pixels 16.59 % 20.08 % 4.0 px 5.4 px
5 pixels 14.75 % 18.10 % 4.0 px 5.4 px
This table as LaTeX

Test Image 0

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 6.65 % 7.28 % 0.9 px 0.9 px
3 pixels 5.10 % 5.51 % 0.9 px 0.9 px
4 pixels 4.21 % 4.61 % 0.9 px 0.9 px
5 pixels 3.29 % 3.70 % 0.9 px 0.9 px
This table as LaTeX





Test Image 1

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 6.60 % 7.65 % 1.1 px 1.1 px
3 pixels 4.81 % 5.53 % 1.1 px 1.1 px
4 pixels 4.09 % 4.74 % 1.1 px 1.1 px
5 pixels 3.79 % 4.34 % 1.1 px 1.1 px
This table as LaTeX





Test Image 2

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 5.63 % 6.23 % 0.7 px 0.7 px
3 pixels 4.04 % 4.30 % 0.7 px 0.7 px
4 pixels 2.74 % 2.86 % 0.7 px 0.7 px
5 pixels 2.23 % 2.25 % 0.7 px 0.7 px
This table as LaTeX





Test Image 3

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 4.02 % 4.99 % 0.7 px 0.8 px
3 pixels 2.53 % 3.28 % 0.7 px 0.8 px
4 pixels 1.93 % 2.45 % 0.7 px 0.8 px
5 pixels 1.60 % 2.01 % 0.7 px 0.8 px
This table as LaTeX





Test Image 4

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 3.68 % 4.60 % 0.7 px 0.7 px
3 pixels 2.61 % 3.14 % 0.7 px 0.7 px
4 pixels 1.80 % 2.12 % 0.7 px 0.7 px
5 pixels 0.99 % 1.20 % 0.7 px 0.7 px
This table as LaTeX





Test Image 5

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 2.27 % 2.43 % 0.5 px 0.5 px
3 pixels 1.66 % 1.75 % 0.5 px 0.5 px
4 pixels 1.40 % 1.44 % 0.5 px 0.5 px
5 pixels 1.20 % 1.23 % 0.5 px 0.5 px
This table as LaTeX





Test Image 6

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 7.09 % 7.76 % 1.3 px 1.3 px
3 pixels 5.26 % 5.70 % 1.3 px 1.3 px
4 pixels 4.34 % 4.78 % 1.3 px 1.3 px
5 pixels 4.02 % 4.44 % 1.3 px 1.3 px
This table as LaTeX





Test Image 7

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 7.61 % 8.61 % 1.8 px 2.0 px
3 pixels 6.15 % 7.14 % 1.8 px 2.0 px
4 pixels 5.54 % 6.53 % 1.8 px 2.0 px
5 pixels 5.08 % 6.05 % 1.8 px 2.0 px
This table as LaTeX





Test Image 8

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 3.02 % 3.43 % 0.6 px 0.6 px
3 pixels 1.94 % 2.38 % 0.6 px 0.6 px
4 pixels 1.55 % 1.99 % 0.6 px 0.6 px
5 pixels 1.36 % 1.80 % 0.6 px 0.6 px
This table as LaTeX





Test Image 9

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 10.37 % 12.58 % 1.4 px 1.8 px
3 pixels 7.51 % 9.80 % 1.4 px 1.8 px
4 pixels 6.48 % 8.48 % 1.4 px 1.8 px
5 pixels 5.84 % 7.62 % 1.4 px 1.8 px
This table as LaTeX





Test Image 10

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 3.20 % 3.53 % 0.6 px 0.6 px
3 pixels 2.07 % 2.35 % 0.6 px 0.6 px
4 pixels 1.51 % 1.75 % 0.6 px 0.6 px
5 pixels 1.27 % 1.49 % 0.6 px 0.6 px
This table as LaTeX





Test Image 11

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 7.49 % 9.78 % 1.4 px 1.4 px
3 pixels 5.10 % 6.39 % 1.4 px 1.4 px
4 pixels 4.09 % 4.47 % 1.4 px 1.4 px
5 pixels 3.62 % 3.78 % 1.4 px 1.4 px
This table as LaTeX





Test Image 12

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 7.38 % 8.33 % 1.4 px 1.4 px
3 pixels 6.08 % 6.83 % 1.4 px 1.4 px
4 pixels 5.58 % 6.18 % 1.4 px 1.4 px
5 pixels 5.22 % 5.73 % 1.4 px 1.4 px
This table as LaTeX





Test Image 13

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 5.17 % 6.51 % 1.2 px 1.5 px
3 pixels 4.18 % 5.49 % 1.2 px 1.5 px
4 pixels 3.81 % 5.10 % 1.2 px 1.5 px
5 pixels 3.56 % 4.83 % 1.2 px 1.5 px
This table as LaTeX





Test Image 14

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 2.21 % 2.17 % 0.5 px 0.5 px
3 pixels 1.70 % 1.66 % 0.5 px 0.5 px
4 pixels 1.40 % 1.37 % 0.5 px 0.5 px
5 pixels 1.26 % 1.23 % 0.5 px 0.5 px
This table as LaTeX





Test Image 15

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 6.29 % 6.13 % 0.9 px 0.9 px
3 pixels 4.57 % 4.46 % 0.9 px 0.9 px
4 pixels 3.08 % 3.00 % 0.9 px 0.9 px
5 pixels 2.44 % 2.38 % 0.9 px 0.9 px
This table as LaTeX





Test Image 16

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 4.72 % 4.68 % 0.7 px 0.7 px
3 pixels 2.17 % 2.13 % 0.7 px 0.7 px
4 pixels 1.33 % 1.31 % 0.7 px 0.7 px
5 pixels 0.95 % 0.93 % 0.7 px 0.7 px
This table as LaTeX





Test Image 17

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 8.70 % 9.77 % 1.1 px 1.2 px
3 pixels 7.12 % 7.98 % 1.1 px 1.2 px
4 pixels 5.79 % 6.31 % 1.1 px 1.2 px
5 pixels 4.56 % 4.81 % 1.1 px 1.2 px
This table as LaTeX





Test Image 18

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 4.83 % 5.59 % 0.6 px 0.6 px
3 pixels 3.77 % 4.40 % 0.6 px 0.6 px
4 pixels 3.02 % 3.51 % 0.6 px 0.6 px
5 pixels 2.42 % 2.79 % 0.6 px 0.6 px
This table as LaTeX





Test Image 19

Error Out-Noc Out-All Avg-Noc Avg-All
2 pixels 2.32 % 2.25 % 0.5 px 0.5 px
3 pixels 1.91 % 1.86 % 0.5 px 0.5 px
4 pixels 1.72 % 1.67 % 0.5 px 0.5 px
5 pixels 1.55 % 1.51 % 0.5 px 0.5 px
This table as LaTeX







eXTReMe Tracker