Image Feature Variability Results For Five Open-Source Feature Extraction Libraries
The graph of image feature variability based on the metric of a minimum 1% relative different evaluated over pairs of feature extraction libraries. Feature indices are indicated on the y-axis and index-to-feature name mapping is provided by hovering a mouse over each point. For pairs of libraries comparisons that do not have correspnding features (i.e., denoted as NaN in the downloadable CSV file), the metric is set to -10 for visualization purposes. Each comparison can be viewed separately by double-clicking on the legend.
Note: The following subsets of feature indices corresponds to:
shape features → [01-19]
intensity features → [20-27]
textural features → [28-75]
Table 1: The table of image feature variability as plotted in the above graph. Values can be sorted by clicking on the heading of each column.
