Table 2. Comparison with related works.
Author | Method | Edge | Mean Absolute Error | |
---|---|---|---|---|
Mean | Std | |||
[14] | RNN-GS | ILM | 0.38 | 0.92 |
RPE | 1.05 | 2.91 | ||
BM | 2.07 | 4.31 | ||
[14] | CNN-GS | ILM | 1.10 | 7.21 |
RPE | 1.17 | 3.15 | ||
BM | 2.31 | 4.60 | ||
[14] | FCN-GS | ILM | 0.65 | 4.24 |
RPE | 1.03 | 2.97 | ||
BM | 1.53 | 3.50 | ||
[15] | CapsNet | ILM | 0.75 | 3.42 |
RPE | 0.93 | 0.86 | ||
BM | 1.09 | 2.49 | ||
[17] | DeepForest | ILM | 0.47 | 0.12 |
RPE | 0.99 | 0.48 | ||
BM | 1.24 | 0.52 | ||
[18] | WAVE | ILM | 0.68 | 4.09 |
RPE | 1.22 | 2.80 | ||
BM | 1.90 | 3.01 | ||
proposed method | DexiNed | ILM | 0.49 | 0.09 |
RPE | 0.57 | 0.07 | ||
BM | 0.66 | 0.12 |