Ninu awọn adanwo meji yii, a ṣe agbekalẹ awọn oniyipada oriṣiriṣi mẹrin lati jẹrisi išedede ibatan ti awoṣe 3D naa. Awọn oniyipada oriṣiriṣi mẹrin ni:
1: Ti ngbe drone iru: a VTOL drone tabi a olona-rotor drone
2: oriṣiriṣi GSD
3: Pẹlu / Laisi awọn aaye iṣakoso ilẹ
4: Pẹlu / Laisi data PPK
Ti ngbe drone |
Kamẹra oblique |
GSD |
PPK |
CW10 VTOL |
DG4pros |
2cm |
Bẹẹni |
Nọmba ti Nkan |
ipari wiwọn (L0) |
Awoṣe ipari 3D (L1) laisi GCP |
Awoṣe ipari 3D (L2) pẹlu GCP |
Ds1 (L0-L1) |
Ds2 (L0-L2) |
1 |
7.210 |
7.20 |
7.21 |
0.01 |
0.00 |
|
8.706 |
8.71 |
8.68 |
0.00 |
0.03 |
|
10.961 |
10.87 |
10.90 |
0.09 |
0.06 |
2 |
7.010 |
6.89 |
6.98 |
0.12 |
0.03 |
3 |
1.822 |
1.79 |
1.80 |
0.03 |
0.02 |
4 |
10.410 |
10.39 |
10.40 |
0.02 |
0.01 |
5 |
10.718 |
10.67 |
10.70 |
0.05 |
0.02 |
6 |
13.787 |
13.75 |
13.77 |
0.04 |
0.02 |
7 |
11.404 |
11.39 |
11.39 |
0.01 |
0.01 |
|
12.147 |
12.13 |
12.13 |
0.02 |
0.02 |
8 |
7.526 |
7.51 |
7.49 |
0.02 |
0.04 |
|
13.797 |
13.79 |
13.81 |
0.01 |
-0.01 |
9 |
10.374 |
10.35 |
10.36 |
0.02 |
0.01 |
10 |
2.109 |
2.03 |
2.02 |
0.08 |
0.09 |
|
4.281 |
4.15 |
4.16 |
0.13 |
0.12 |
11 |
14.675 |
14.61 |
14.66 |
0.07 |
0.02 |
|
8.600 |
8.60 |
8.54 |
0.00 |
0.06 |
12 |
13.394 |
13.37 |
13.35 |
0.02 |
0.04 |
13 |
12.940 |
12.88 |
12.89 |
0.06 |
0.05 |
14 |
7.190 |
7.20 |
7.18 |
-0.01 |
0.01 |
15 |
13.371 |
13.36 |
13.35 |
0.01 |
0.02 |
|
6.435 |
6.40 |
6.41 |
0.03 |
0.02 |
16 |
3.742 |
3.75 |
3.72 |
-0.01 |
0.02 |
17 |
6.022 |
5.97 |
5.98 |
0.05 |
0.04 |
18 |
3.937 |
3.93 |
3.89 |
0.01 |
0.05 |
19 |
8.120 |
8.10 |
8.12 |
0.02 |
0.00 |
|
14.411 |
14.40 |
14.40 |
0.01 |
0.01 |
20 |
6.077 |
6.04 |
6.03 |
0.04 |
0.05 |
21 |
13.696 |
13.65 |
13.66 |
0.05 |
0.04 |
RMSE: Ds1 = 0.0342m, Ds2 = 0.0308m |
Ti ngbe drone |
Kamẹra oblique |
GSD |
PPK |
CW10 VTOL |
DG4pros |
2cm |
Rara |
Nọmba ti Nkan |
ipari wiwọn (L0) |
Awoṣe ipari 3D (L1) laisi GCP |
Awoṣe ipari 3D (L2) pẹlu GCP |
Ds1 (L0-L1) |
Ds2 (L0-L2) |
1 |
7.210 |
7.18 |
7.18 |
0.030 |
0.030 |
8.706 |
8.69 |
8.68 |
0.016 |
0.026 |
|
10.961 |
10.89 |
10.91 |
0.071 |
0.051 |
|
2 |
7.010 |
6.88 |
6.92 |
0.130 |
0.090 |
3 |
1.822 |
1.76 |
1.79 |
0.062 |
0.032 |
4 |
10.410 |
10.38 |
10.39 |
0.030 |
0.020 |
5 |
10.718 |
10.65 |
10.66 |
0.068 |
0.058 |
6 |
13.787 |
13.72 |
13.77 |
0.067 |
0.017 |
7 |
11.404 |
11.41 |
11.38 |
-0.006 |
0.024 |
12.147 |
12.13 |
12.12 |
0.017 |
0.027 |
|
8 |
7.526 |
7.44 |
7.47 |
0.086 |
0.056 |
13.797 |
13.83 |
13.83 |
-0.033 |
-0.033 |
|
9 |
10.374 |
10.35 |
10.34 |
0.024 |
0.034 |
10 |
2.109 |
1.98 |
2.03 |
0.129 |
0.079 |
4.281 |
4.14 |
4.18 |
0.141 |
0.101 |
|
11 |
14.675 |
14.55 |
14.59 |
0.125 |
0.085 |
8.600 |
8.58 |
8.57 |
0.020 |
0.030 |
|
12 |
13.394 |
13.36 |
13.35 |
0.034 |
0.044 |
13 |
12.940 |
12.95 |
12.92 |
-0.010 |
0.020 |
14 |
7.190 |
7.21 |
7.21 |
-0.020 |
-0.020 |
15 |
13.371 |
13.36 |
13.36 |
0.011 |
0.011 |
6.435 |
6.37 |
6.43 |
0.065 |
0.005 |
|
16 |
3.742 |
3.74 |
3.72 |
0.002 |
0.022 |
17 |
6.022 |
6.03 |
6.00 |
-0.008 |
0.022 |
18 |
3.937 |
3.91 |
3.94 |
0.027 |
-0.003 |
19 |
8.120 |
8.09 |
8.09 |
0.030 |
0.030 |
14.411 |
14.40 |
14.41 |
0.011 |
0.001 |
|
20 |
6.077 |
6.06 |
6.03 |
0.017 |
0.047 |
21 |
13.696 |
13.68 |
13.65 |
0.016 |
0.046 |
RMSE: Ds1 = 0.0397m, Ds2 = 0.0328m |
Ti ngbe drone |
Kamẹra oblique |
GSD |
PPK |
CW10 VTOL |
DG4pros |
1.5cm |
Bẹẹni |
Nọmba ti Nkan |
ipari wiwọn (L0) |
Awoṣe ipari 3D (L1) laisi GCP |
Awoṣe ipari 3D (L2) pẹlu GCP |
Ds1 (L0-L1) |
Ds2 (L0-L2) |
1 |
7.210 |
7.20 |
7.21 |
0.01 |
0.00 |
8.706 |
8.69 |
8.7 |
0.02 |
0.01 |
|
10.961 |
10.88 |
10.89 |
0.08 |
0.07 |
|
2 |
7.010 |
6.87 |
6.99 |
0.14 |
0.02 |
3 |
1.822 |
1.75 |
1.78 |
0.07 |
0.04 |
4 |
10.410 |
10.38 |
10.39 |
0.03 |
0.02 |
5 |
10.718 |
10.69 |
10.69 |
0.03 |
0.03 |
6 |
13.787 |
13.78 |
13.76 |
0.01 |
0.03 |
7 |
11.404 |
11.38 |
11.39 |
0.02 |
0.01 |
12.147 |
12.12 |
12.12 |
0.03 |
0.03 |
|
8 |
7.526 |
7.49 |
7.51 |
0.04 |
0.02 |
13.797 |
13.78 |
13.8 |
0.02 |
0.00 |
|
9 |
10.374 |
10.34 |
10.35 |
0.03 |
0.02 |
10 |
2.109 |
2.02 |
2.11 |
0.09 |
0.00 |
4.281 |
4.21 |
4.28 |
0.07 |
0.00 |
|
11 |
14.675 |
14.65 |
14.68 |
0.03 |
0.00 |
8.600 |
8.57 |
8.53 |
0.03 |
0.07 |
|
12 |
13.394 |
13.40 |
13.37 |
-0.01 |
0.02 |
13 |
12.940 |
12.89 |
12.91 |
0.05 |
0.03 |
14 |
7.190 |
7.18 |
7.2 |
0.01 |
-0.01 |
15 |
13.371 |
13.38 |
13.35 |
-0.01 |
0.02 |
6.435 |
6.46 |
6.4 |
-0.03 |
0.03 |
|
16 |
3.742 |
3.75 |
3.71 |
-0.01 |
0.03 |
17 |
6.022 |
5.97 |
5.98 |
0.05 |
0.04 |
18 |
3.937 |
3.91 |
3.89 |
0.03 |
0.05 |
19 |
8.120 |
8.08 |
8.1 |
0.04 |
0.02 |
14.411 |
14.38 |
14.39 |
0.03 |
0.02 |
|
20 |
6.077 |
6.05 |
6.03 |
0.03 |
0.05 |
21 |
13.696 |
13.67 |
13.64 |
0.03 |
0.06 |
RMSE: Ds1 = 0.0328m, Ds2 = 0.0249m |
Ti ngbe drone |
Kamẹra oblique |
GSD |
PPK |
CW10 VTOL |
DG4pros |
1.5cm |
Rara |
Nọmba ti Nkan |
ipari wiwọn (L0) |
Awoṣe ipari 3D (L1) laisi GCP |
Awoṣe ipari 3D (L2) pẹlu GCP |
Ds1 (L0-L1) |
Ds2 (L0-L2) |
1 |
7.210 |
7.20 |
7.21 |
0.010 |
0 |
8.706 |
8.65 |
8.68 |
0.056 |
0.026 |
|
10.961 |
10.90 |
10.87 |
0.061 |
0.091 |
|
2 |
7.010 |
6.86 |
6.88 |
0.150 |
0.13 |
3 |
1.822 |
1.76 |
1.76 |
0.062 |
0.062 |
4 |
10.410 |
10.37 |
10.38 |
0.040 |
0.03 |
5 |
10.718 |
10.68 |
10.72 |
0.038 |
-0.002 |
6 |
13.787 |
13.71 |
13.79 |
0.077 |
-0.003 |
7 |
11.404 |
11.38 |
11.38 |
0.024 |
0.024 |
12.147 |
12.12 |
12.13 |
0.027 |
0.017 |
|
8 |
7.526 |
7.49 |
7.53 |
0.036 |
-0.004 |
13.797 |
13.77 |
13.78 |
0.027 |
0.017 |
|
9 |
10.374 |
10.35 |
10.37 |
0.024 |
0.004 |
10 |
2.109 |
2.09 |
2.11 |
0.019 |
-0.001 |
4.281 |
4.19 |
4.28 |
0.091 |
0.001 |
|
11 |
14.675 |
14.64 |
14.67 |
0.035 |
0.005 |
8.600 |
8.57 |
8.58 |
0.030 |
0.02 |
|
12 |
13.394 |
13.38 |
13.39 |
0.014 |
0.004 |
13 |
12.940 |
12.91 |
12.9 |
0.030 |
0.04 |
14 |
7.190 |
7.20 |
7.19 |
-0.010 |
0 |
15 |
13.371 |
13.38 |
13.37 |
-0.009 |
0.001 |
6.435 |
6.43 |
6.42 |
0.005 |
0.015 |
|
16 |
3.742 |
3.70 |
3.7 |
0.042 |
0.042 |
17 |
6.022 |
5.99 |
5.98 |
0.032 |
0.042 |
18 |
3.937 |
3.94 |
3.91 |
-0.003 |
0.027 |
19 |
8.120 |
8.12 |
8.07 |
0.000 |
0.05 |
14.411 |
14.37 |
14.38 |
0.041 |
0.031 |
|
20 |
6.077 |
6.04 |
6.04 |
0.037 |
0.037 |
21 |
13.696 |
13.65 |
13.65 |
0.046 |
0.046 |
RMSE: Ds1 = 0.0356m, Ds2 = 0.0259m |
Ti ngbe drone |
Kamẹra oblique |
GSD |
PPK |
DJI M600 Pro Olona-ẹrọ |
DG4pros |
1.5cm |
Rara |
Nọmba ti Nkan |
ipari wiwọn (L0) |
Awoṣe ipari 3D (L1) laisi GCP |
Awoṣe ipari 3D (L2) pẹlu GCP |
Ds1 (L0-L1) |
Ds2 (L0-L2) |
1 |
7.210 |
7.19 |
7.21 |
0.02 |
0.00 |
8.706 |
8.70 |
8.70 |
0.01 |
0.01 |
|
10.961 |
10.91 |
10.91 |
0.05 |
0.05 |
|
2 |
7.010 |
6.98 |
6.98 |
0.03 |
0.03 |
3 |
1.822 |
1.79 |
1.80 |
0.03 |
0.02 |
4 |
10.410 |
10.39 |
10.39 |
0.02 |
0.02 |
5 |
10.718 |
10.69 |
10.70 |
0.03 |
0.02 |
6 |
13.787 |
13.76 |
13.75 |
0.03 |
0.04 |
7 |
11.404 |
11.38 |
11.38 |
0.02 |
0.02 |
12.147 |
12.12 |
12.13 |
0.03 |
0.02 |
|
8 |
7.526 |
7.50 |
7.49 |
0.03 |
0.04 |
13.797 |
13.77 |
13.79 |
0.03 |
0.01 |
|
9 |
10.374 |
10.33 |
10.35 |
0.04 |
0.02 |
10 |
2.109 |
2.02 |
2.07 |
0.09 |
0.04 |
4.281 |
4.20 |
4.21 |
0.08 |
0.07 |
|
11 |
14.675 |
14.65 |
14.66 |
0.03 |
0.02 |
8.600 |
8.57 |
8.57 |
0.03 |
0.03 |
|
12 |
13.394 |
13.35 |
13.35 |
0.04 |
0.04 |
13 |
12.940 |
12.92 |
12.93 |
0.02 |
0.01 |
14 |
7.190 |
7.17 |
7.18 |
0.02 |
0.01 |
15 |
13.371 |
13.35 |
13.36 |
0.02 |
0.01 |
6.435 |
6.41 |
6.42 |
0.02 |
0.01 |
|
16 |
3.742 |
3.70 |
3.71 |
0.04 |
0.03 |
17 |
6.022 |
5.99 |
6.00 |
0.03 |
0.02 |
18 |
3.937 |
3.89 |
3.91 |
0.05 |
0.03 |
19 |
8.120 |
8.08 |
8.10 |
0.04 |
0.02 |
14.411 |
14.36 |
14.35 |
0.05 |
0.06 |
|
20 |
6.077 |
6.06 |
6.06 |
0.02 |
0.02 |
21 |
13.696 |
13.65 |
13.67 |
0.05 |
0.03 |
RMSE: Ds1 = 0.0342m, Ds2 = 0.0256m |
Awọn oniyipada ti idanwo 1 jẹ:
1: Pẹlu / Laisi data PPK.
2: Awọn iru drone ti ngbe: drone VTOL tabi drone rotor pupọ
3: GSD oriṣiriṣi: 1.5 cm tabi 2cm
Lẹhin itupalẹ awọn ipilẹ marun ti data esiperimenta, a le fa awọn ipinnu wọnyi:
Nigbati kamẹra oblique jẹ DG4Pros:
(1) Pẹlu / Laisi aaye iṣakoso ilẹ (GCP) ti o ni ipa ninu triangulation AT, boya o jẹ VTOL tabi drone-rotor pupọ, boya GSD jẹ 2cm tabi 1.5cm, awoṣe 3D ti a ṣe nipasẹ kamẹra oblique DG4Pros le pade awọn ibeere ti ojulumo aṣiṣe aṣiṣe Ds≤10cm.
(2) Nigbati pẹlu/laisi GCPs jẹ oniyipada ẹyọkan, išedede ibatan ti awoṣe 3D pẹlu awọn GCP dara ju iyẹn lọ laisi GCP.
(3) Nigbati GSD jẹ oniyipada ẹyọkan, deede ojulumo ti awoṣe 3D ti GSD 1.5cm dara ju GSD 2cm yẹn lọ.
(4) Nigbati drone ti ngbe jẹ oniyipada ẹyọkan, iṣedede ibatan ti awoṣe 3D ti lilo rotor pupọ dara julọ ju lilo VTOL bi drone ti ngbe.
Ti ngbe drone |
Kamẹra oblique |
GSD |
Awọn GCPs |
CW10 VTOL |
DG4pros |
2cm |
RARA |
Nọmba ti Nkan |
ipari wiwọn (L0) |
Iwọn awoṣe 3D (L1) laisi PPK |
3D awoṣe ipari (L2) pẹlu PPK |
Ds1 (L0-L1) |
Ds2 (L0-L2) |
1 |
7.210 |
7.18 |
7.20 |
0.030 |
0.01 |
8.706 |
8.69 |
8.71 |
0.016 |
0.00 |
|
10.961 |
10.89 |
10.87 |
0.071 |
0.09 |
|
2 |
7.010 |
6.88 |
6.89 |
0.130 |
0.12 |
3 |
1.822 |
1.76 |
1.79 |
0.062 |
0.03 |
4 |
10.410 |
10.38 |
10.39 |
0.030 |
0.02 |
5 |
10.718 |
10.65 |
10.67 |
0.068 |
0.05 |
6 |
13.787 |
13.72 |
13.75 |
0.067 |
0.04 |
7 |
11.404 |
11.41 |
11.39 |
-0.006 |
0.01 |
12.147 |
12.13 |
12.13 |
0.017 |
0.02 |
|
8 |
7.526 |
7.44 |
7.51 |
0.086 |
0.02 |
13.797 |
13.83 |
13.79 |
-0.033 |
0.01 |
|
9 |
10.374 |
10.35 |
10.35 |
0.024 |
0.02 |
10 |
2.109 |
1.98 |
2.03 |
0.129 |
0.08 |
4.281 |
4.14 |
4.15 |
0.141 |
0.13 |
|
11 |
14.675 |
14.55 |
14.61 |
0.125 |
0.07 |
8.600 |
8.58 |
8.60 |
0.020 |
0.00 |
|
12 |
13.394 |
13.36 |
13.37 |
0.034 |
0.02 |
13 |
12.940 |
12.95 |
12.88 |
-0.010 |
0.06 |
14 |
7.190 |
7.21 |
7.20 |
-0.020 |
-0.01 |
15 |
13.371 |
13.36 |
13.36 |
0.011 |
0.01 |
6.435 |
6.37 |
6.40 |
0.065 |
0.03 |
|
16 |
3.742 |
3.74 |
3.75 |
0.002 |
-0.01 |
17 |
6.022 |
6.03 |
5.97 |
-0.008 |
0.05 |
18 |
3.937 |
3.91 |
3.93 |
0.027 |
0.01 |
19 |
8.120 |
8.09 |
8.10 |
0.030 |
0.02 |
14.411 |
14.40 |
14.40 |
0.011 |
0.01 |
|
20 |
6.077 |
6.06 |
6.04 |
0.017 |
0.04 |
21 |
13.696 |
13.68 |
13.65 |
0.016 |
0.05 |
RMSE Ds1 = 0.0397m, Ds2 = 0.0342m |