Table 1.
Comparative results for mitochondria detection performed by our algorithm with two different sets of regularization parameters, by Ilastik (Sommer et al. 2011), and by the Cytoseg process, according to (Giuly et al. 2012)
Method | TPR | FPR | ACC | JAC | VOE |
---|---|---|---|---|---|
Ours, σ 0 = 6; θ XY = 10; θ Z = 2 | 0.78 | 0.018 | 0.96 | 0.68 | 8.26 % |
Ours, σ 0 = 6; θ XY = 20; θ Z = 4 | 0.81 | 0.024 | 0.96 | 0.67 | 2.51 % |
Cytoseg | 0.80 | 0.02 | 0.97 | N/A | N/A |
Ilastik | 0.77 | 0.02 | 0.96 | 0.66 | 5.45 % |