Table 9 Cell tracking performance on dataset 2 and dataset 3 using TRA.

From: Segmentation, tracking, and sub-cellular feature extraction in 3D time-lapse images

Dataset 2

Viterbi tracker18

Cell proposal33

Our method

Sequence 1

0.513

0.492

0.571

Sequence 2

0.520

0.512

0.593

Sequence 3

0.488

0.532

0.581

Sequence 4

0.533

0.498

0.566

Sequence 5

0.542

0.525

0.602

Sequence 6

0.518

0.542

0.544

Mean (standard deviation)

0.519 (0.019)

0.517 (0.020)

0.576 (0.020)

Dataset 3

KIT-Sch-GE27

KTH-SE28

Our method

Sequence 1

0.903

0.942

0.931

Sequence 2

0.906

0.893

0.912

Sequence 3 and 4

0.886

0.945

0.895

  1. The bold values represent the best performing method for each of the metrics.