TABLE I.
Overview of Feature Extracted by Spatiotemporal Analysis
Analysis method | Parameter | Description |
---|---|---|
TIC temporal analysis | Peak intensity | Intensity of the peak in the TIC |
TIC temporal analysis | Peak time | Time at which the peak intensity is reached |
TIC temporal analysis | Appearance time | Time at which 10% of the peak intensity is reached |
TIC temporal analysis | Wash-in time | Time between appearance time and peak time |
TIC temporal analysis | Wash-in rate | Ratio between peak intensity and time-to-peak |
Spatiotemporal similarity | Coherence | Spectral coherence between each pixel TIC and the neighboring TICs in a ring kernel |
Spatiotemporal similarity | Correlation | Linear correlation between each pixel TIC and the neighboring TICs in a ring kernel |
Spatiotemporal similarity | Mutual information | Mutual information between each pixel TIC and the neighboring TICs in a ring kernel |