Joint level-set and spatio-temporal motion detection for cell segmentation

BMC Medical Genomics

Table 2 The mean DICE coefficient obtained from segmentation of each sequence by CV, TCV, ST-Diff, and the joint ST-Diff-TCV method

Dataset name	Size	Frames	CV	TCV	ST-Diff	ST-Diff-TCV
N2DH-SIM01	494x534	56	0.92 ± 0.02	0.87 ± 0.03	0.92 ± 0.02	0.93 ± 0.02
N2DH-SIM02	569x593	100	0.78 ± 0.31	0.86 ± 0.03	0.88 ± 0.02	0.94 ± 0.02
N2DH-SIM03	606x605	100	0.94 ± 0.03	0.92 ± 0.02	0.92 ± 0.02	0.94 ± 0.02
N2DH-SIM04	673x743	56	0.88 ± 0.02	0.86 ± 0.02	0.91 ± 0.01	0.93 ± 0.01
N2DH-SIM05	597x525	76	0.70 ± 0.40	0.92 ± 0.04	0.88 ± 0.01	0.94 ± 0.01
N2DH-SIM06	655x735	76	0.83 ± 0.27	0.92 ± 0.02	0.88 ± 0.01	0.96 ± 0.01
C2DL-MSC01	992x832	48	0.74 ± 0.08	0.59 ± 0.02	0.67 ± 0.03	0.76 ± 0.03
C2DL-MSC02	1200x782	48	0.58 ± 0.09	0.74 ± 0.08	0.62 ± 0.03	0.81 ± 0.03
N2DL-HeLa01	1100x700	92	0.72 ± 0.01	0.68 ± 0.02	0.80 ± 0.01	0.82 ± 0.01
N2DL-HeLa02	1100x700	92	0.84 ± 0.01	0.67 ± 0.03	0.87 ± 0.01	0.87 ± 0.01
N2DH-GOWT101	1024x1024	92	0.77 ± 0.01	0.71 ± 0.03	0.91 ± 0.03	0.90 ± 0.02
N2DH-GOWT102	1024x1024	92	0.68 ± 0.02	0.67 ± 0.03	0.91 ± 0.02	0.92 ± 0.02
Mean DSC			0.78	0.78	0.85	0.89

ISSN: 1755-8794