A list of objective measures used in our analysis. When applicable, we link to the author's paper, website and code.
Refer to the supplemental document for a more detailed description and formulation of each metric, as well as parameter settings we used in our experiments.
| 1 |
Bidirectional Similarity |
BDS |
Summarizing Visual Data Using Bidirectional Similarity - Simakov et al. 2008
[paper] [website] |
| 2 |
Bidirectional Warping |
BDW |
Multi-operator Media Retargeting - Rubinstein et al. 2009
[paper] [website]
|
| 3 |
SIFT-flow |
SIFTflow |
SIFT flow: dense correspondence across difference scenes - Liu et al. 2008
[paper] [website] [code] |
| 4 |
Earth Mover's Distance |
EMD |
Fast and Robust Earth Mover's Distances - Pele and Werman 2009
[paper] [website] [code]
|
| 5 |
Edge Histogram |
EH |
MPEG-7 overview
|
| 6 |
Color Layout |
CL |
We additionally examined the BDS measure with PatchMatch nearest-neighbor approximation:
| 7 |
Bidirectional Similarity with PatchMatch |
BDS-PM |
PatchMatch: A Randomized Correspondence Algorithm for Structural Image Editing - Barnes et al. 2009
[paper] [website] [code] |
|