Table 4 Execution time comparison of different methods.

From: Moving objects detection based on tensor ring low rank decomposition

Data Name

Size

TVPCRA

SCLR-\(L_{1/2}\)

DNLRITV

DHLRTTV

TQR-SVD

TRLRTTV(Ours)

MOT20-01

1920*1080*429*3

352.4s

546.6s

97.4s

65.5s

59.5s

44.8s

MOT20-02

1920*1080*2782*3

2144.1s

1251.4s

193.5s

109.4s

98.4s

86.4s

MOT20-03

1173*880*735*3

369.5s

395.4s

94.0s

74.9s

70.6s

54.4s

MOT20-05

1654*1080*1211*3

425.6s

341.1s

92.5s

68.4s

64.9s

55.1s