Table 7. Data set 1 (normal 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 | 0.01 (0.97) | 0.46 (0.85) | −0.02 (1.01) | 0.48 (0.89) | −0.16 (0.87) | 0.53 (0.71) |
GCL/NFL | 0.11 (2.22) | 0.84 (2.06) | -0.06 (2.90) | 0.96 (2.74) | −0.10 (1.54) | 0.79 (1.33) |
INL/IPL | -0.13 (1.10) | 0.56 (0.95) | −0.16 (1.17) | 0.60 (1.02) | −0.26 (1.07) | 0.61 (0.92) |
OPL/INL | -0.10 (1.31) | 0.69 (1.12) | −0.11 (1.41) | 0.73 (1.21) | −0.16 (0.96) | 0.63 (0.75) |
ELM | 0.02 (0.75) | 0.35 (0.67) | 0.09 (0.91) | 0.38 (0.83) | −0.20 (0.88) | 0.42 (0.80) |
ISe | 0.02 (1.02) | 0.33 (0.96) | 0.06 (1.03) | 0.35 (0.98) | −0.05 (0.78) | 0.38 (0.68) |
RPE | −0.13 (1.10) | 0.48 (1.00) | −0.16 (1.15) | 0.53 (1.03) | -0.12 (0.90) | 0.47 (0.78) |