Table 8. Data set 2 (AMD OCT images) position error (in pixels) of each layer boundary for each of the tested methods. The results are reported in mean values and (per A-scan standard deviation). The best results (smallest error) for each boundary are highlighted in bold text.
RNN-GS | CNN-GS | FCN-GS | ||||
---|---|---|---|---|---|---|
Layer Boundary | Mean error | Mean abs. error | Mean error | Mean abs. error | Mean error | Mean abs. error |
ILM | -0.03 (0.99) | 0.38 (0.92) | -0.68 (7.26) | 1.10 (7.21) | 0.14 (4.29) | 0.65 (4.24) |
RPEDC | −0.52 (3.05) | 1.05 (2.91) | −0.64 (3.30) | 1.17 (3.15) | -0.43 (3.12) | 1.03 (2.97) |
BM | 0.91 (4.69) | 2.07 (4.31) | 1.19 (5.01) | 2.31 (4.60) | 0.46 (3.79) | 1.53 (3.50) |