TABLE II.
Comparison of location and orientation registration errors of the Timmins method [9], SBG [10], DTW-area [11], [12], DTW-correlation (which uses the DTW framework of [14] with our correlation-based costs), and our 3D graph method. Note that our 3D graph method shows consistently lower registration errors. Note also that DTW-area [11], [12] was not designed for orientation registration.
Standard | Timmins method [9] | SBG [10] | DTW-area [11], [12] | DTW-correlation | 3D graph | |||||
---|---|---|---|---|---|---|---|---|---|---|
ΔL(mm) | ΔO(°) | ΔL(mm) | ΔO(°) | ΔL(mm) | ΔO(°) | ΔL(mm) | ΔO(°) | ΔL(mm) | ΔO(°) | |
Exp. 1 | 1.35±1.55 | 19.40±23.81 | 1.35±1.55 | 11.70±15.42 | 1.23±1.62 | - | 0.79±1.19 | 18.57±35.26 | 0.75±1.22 | 9.27±13.52 |
Exp. 2 | 1.35±1.76 | 18.15±22.95 | 1.35±1.76 | 11.00±14.39 | 1.13±1.56 | - | 0.82±1.18 | 17.53±36.05 | 0.79±1.17 | 7.33±10.67 |
Exp. 3 | 1.19±1.49 | 18.32±22.95 | 1.19±1.49 | 10.90±14.11 | 1.14±1.57 | - | 0.73±1.08 | 17.32±34.72 | 0.72±1.16 | 7.70±11.51 |