Cell tracking performance is evaluated both on two-photon live cell imaging data displaying zebrafish microglia in vivo, and on synthetically generated data that allow to determine the algorithm's accuracy based on the ground truth the synthetic data were generated from.
Age groups are counted based on the ground truth age.
Another simulation is made based on the ground truth in [6].
Based on the ground truth database obtained by our approach, researchers are able to analyze their proposed algorithms without the obstruction of untrustworthy data.
Based on this ground truth, Cao and Kot [23] proposed an ensemble manipulation detection framework (i.e., FusionBoost) to detect a range of manipulations on local image patches.
Based on the ground truth provided by the experts, several descriptive and inferential analysis tasks using the SPSS statistical package were performed.
With an average of 517.5 nodule candidates per case/scan (517.5 ± 72.9), the proposed front-end detector/segmentor is able to detect 92.8% of all the nodules in the LIDC/testing dataset (based on merged ground truth).
Additionally, the MAE and mean signed error (MSE) of each gender and age group in 5-year intervals, which are counted based on the ground truth age and estimated age, respectively, are shown in Figs. 7 and 8, respectively.
where the probabilities for the estimation of the true positive rate and false positive rate of an edge map are defined based on the ground truth edge map that corresponds to the original image, in a similar way as in Equation 7 and 8.
