Table 1 Image sequence properties and quality using Signal-to-Noise Ratio (SNR) and Contrast-to-Noise Ratio (CNR)
From: Joint level-set and spatio-temporal motion detection for cell segmentation
Dataset name | Average SNR std | Average CNR std | Level of difficulty |
|---|---|---|---|
N2DH-SIM01 | 21.53 ± 0.69 | 7.96 ± 0.95 |  |
N2DH-SIM02 | 22.21 ± 0.65 | 8.35 ± 0.96 | Medium:different noise levels |
N2DH-SIM03 | 18.59 ± 0.47 | 4.21 ± 0.47 | cell density of the initial |
N2DH-SIM04 | 18.97 ± 0.47 | 4.09 ± 0.49 | population and number of |
N2DH-SIM05 | 19.49 ± 0.54 | 4.22 ± 0.60 | simulated mitotic events. |
N2DH-SIM06 | 21.92 ± 0.54 | 7.90 ± 0.78 |  |
C2DL-MSC01 | 14.67 ± 0.67 | 2.11 ± 0.36 | High:low SNR, cell strectching appear |
C2DL-MSC02 | 15.09 ± 2.31 | 4.47 ± 1.49 | as discontinuous extensions of the cells. |
N2DL-HeLa01 | 26.60 ± 3.41 | 19.23 ± 7.67 | High:high cell density, low resolution, |
N2DL-HeLa02 | 16.02 ± 1.67 | 5.40 ± 1.08 | frequent mitoses (normal and abnormal). |
N2DH-GOWT101 | 22.47 ± 0.49 | 12.62 ± 0.77 | Medium:heterogeneous staining, prominent nuclei, |
N2DH-GOWT102 | 18.91 ± 0.92 | 8.32 ± 0.91 | mitoses, cells entering and leaving the field of view |