研究文章
登记的准确性评估迭代最近点对不同幻影表面被光学三维传感器在放射治疗
表1
注册翻译
,
,
和旋转
,
,
从调查样本的ICP算法的实现测试幻影飞机,3面,碗,和躯干和治疗表转变
在不同的方向
。翻译绝对平移登记错误
和旋转绝对配准误差
黑体。
|
| 幻影 |
转变 |
登记 |
| 翻译/毫米 |
旋转/° |
|
/毫米 |
|
|
|
|
|
|
|
|
| Wilm算法 |
|
| 飞机 |
0.5 |
|
0.4282 |
0.0087 |
0.5482 |
−0.0001 |
−0.0012 |
0.0000 |
| 1.0 |
|
1.4503 |
0.4656 |
1.0627 |
0.0000 |
−0.0123 |
0.0000 |
| 10.0 |
|
0.4760 |
0.8346 |
10.0927 |
0.0002 |
−0.0022 |
−0.0005 |
| 20.0 |
|
0.0827 |
1.1255 |
20.0975 |
−0.0001 |
0.0213 |
−0.0007 |
|
| 3架飞机 |
0.5 |
|
−0.0100 |
0.1440 |
0.5325 |
−0.0000 |
0.0001 |
−0.0003 |
| 1.0 |
|
−0.0395 |
0.1362 |
1.0882 |
0.0001 |
0.0004 |
0.0001 |
| 10.0 |
|
−0.1475 |
0.1217 |
10.0550 |
0.0003 |
0.0001 |
−0.0003 |
| 20.0 |
|
−0.0665 |
−0.0903 |
20.9796 |
0.0005 |
0.0012 |
−0.0006 |
| 10.0 |
|
−0.1237 |
9.9743 |
0.0157 |
0.0001 |
0.0004 |
0.0001 |
| −10.0 |
|
−0.1991 |
−9.6955 |
0.1602 |
0.0002 |
−0.0001 |
0.0004 |
| 10.0 |
|
9.8886 |
0.3100 |
0.1109 |
0.0013 |
−0.0004 |
0.0001 |
|
| 碗 |
0.5 |
|
0.0749 |
0.0702 |
0.4491 |
−0.0006 |
0.0013 |
−0.0000 |
| 1.0 |
|
0.0596 |
0.1477 |
0.9348 |
−0.0010 |
−0.0018 |
−0.0011 |
| 10.0 |
|
−0.0084 |
0.0054 |
10.1927 |
0.0061 |
0.0121 |
0.0004 |
| 20.0 |
|
0.3618 |
0.0843 |
20.0056 |
0.0005 |
0.0382 |
−0.0001 |
| 10.0 |
|
−0.1668 |
9.9264 |
0.1325 |
0.0035 |
−0.0678 |
−0.0033 |
| −10.0 |
|
0.0885 |
−9.7892 |
−0.3034 |
0.0004 |
0.0246 |
−0.0006 |
| 10.0 |
|
9.9217 |
−0.0522 |
0.0799 |
−0.0014 |
−0.0400 |
−0.0024 |
| −10.0 |
|
−9.8553 |
0.1800 |
−0.0533 |
−0.0005 |
0.0854 |
−0.0005 |
|
| 躯干 |
0.5 |
|
−0.0239 |
−0.0895 |
0.5171 |
0.0033 |
1.5783 |
−1.5785 |
| 1.0 |
|
−0.0986 |
−0.1490 |
1.0508 |
0.0022 |
1.6005 |
−1.6007 |
| 10.0 |
|
0.0303 |
0.1723 |
9.9136 |
0.0090 |
1.1490 |
−1.1480 |
| 20.0 |
|
0.0995 |
0.1012 |
19.8599 |
0.0017 |
0.8377 |
−0.8362 |
| 10.0 |
|
0.1819 |
9.9194 |
−0.1830 |
0.0009 |
0.9571 |
0.9572 |
| −10.0 |
|
−0.1553 |
−9.5344 |
0.0316 |
0.0020 |
−1.4725 |
1.4724 |
| 10.0 |
|
10.1230 |
−0.0174 |
−0.0374 |
0.0047 |
1.5300 |
−1.5299 |
| −10.0 |
|
−9.8724 |
−0.0488 |
−0.0401 |
0.0034 |
−1.6261 |
1.6263 |
|
| 克朗算法 |
|
| 飞机 |
0.5 |
|
−0.4031 |
−0.1523 |
0.5499 |
−0.0001 |
−0.0001 |
−0.000 |
| 1.0 |
|
−0.9254 |
−0.2737 |
1.0675 |
0.0002 |
0.0005 |
−0.0001 |
| 10.0 |
|
1.3403 |
1.2951 |
10.0872 |
0.0002 |
−0.0015 |
−0.0004 |
| 20.0 |
|
−3.7160 |
0.7362 |
20.0891 |
−0.0001 |
0.0007 |
−0.0008 |
|
| 3架飞机 |
0.5 |
|
0.0023 |
−0.1280 |
0.3746 |
−0.0005 |
0.0000 |
0.0000 |
| 1.0 |
|
−0.0470 |
−0.2840 |
0.8252 |
−0.0001 |
0.0003 |
0.0001 |
| 10.0 |
|
−1.5692 |
−5.8559 |
7.3710 |
−0.0125 |
−0.0045 |
−0.0043 |
| 20.0 |
|
1.0803 |
−4.9535 |
18.1806 |
1.0803 |
0.0014 |
−0.0021 |
| 10.0 |
|
0.0793 |
6.5978 |
−1.3214 |
−0.0066 |
−0.0004 |
−0.0003 |
| −10.0 |
|
−0.1597 |
−6.6084 |
−1.3826 |
0.0062 |
0.0004 |
0.0006 |
| 10.0 |
|
0.7600 |
−0.0439 |
0.0272 |
0.0002 |
0.0008 |
−0.0018 |
|
| 碗 |
0.5 |
|
0.0818 |
−0.0440 |
0.2600 |
0.0009 |
0.0004 |
−0.0004 |
| 1.0 |
|
0.0572 |
−0.0864 |
0.5162 |
0.0015 |
0.0002 |
−0.0004 |
| 10.0 |
|
−1.4703 |
−0.2302 |
8.9576 |
0.0087 |
0.0022 |
−0.0420 |
| 20.0 |
|
−1.2950 |
−0.1217 |
19.0383 |
0.00206 |
0.0035 |
−0.0554 |
| 10.0 |
|
−0.2905 |
8.8071 |
0.0682 |
0.0369 |
−0.0581 |
−0.0027 |
| −10.0 |
|
0.2614 |
−8.6043 |
0.3671 |
−0.0368 |
0.0533 |
0.0006 |
| 10.0 |
|
9.4381 |
−0.4111 |
0.0864 |
0.0023 |
0.0202 |
−0.0048 |
| −10.0 |
|
−9.1155 |
0.5139 |
0.1217 |
0.0004 |
−0.0187 |
0.0473 |
|
| 躯干 |
0.5 |
|
0.3474 |
1.4598 |
0.1776 |
−0.0003 |
0.0003 |
−0.0128 |
| 1.0 |
|
0.3474 |
1.5383 |
0.0214 |
−0.0012 |
0.0013 |
−0.0214 |
| 10.0 |
|
0.0014 |
0.2854 |
10.4856 |
0.0004 |
0.0018 |
−0.0006 |
| 20.0 |
|
0.2456 |
0.8967 |
20.8858 |
0.0016 |
0.0010 |
−0.0012 |
| 10.0 |
|
0.1391 |
0.8154 |
0.5305 |
0.0032 |
−0.0002 |
−0.0007 |
| −10.0 |
|
0.0276 |
−0.7041 |
−0.3240 |
−0.0025 |
0.0002 |
−0.0003 |
| 10.0 |
|
10.7852 |
0.6038 |
0.0172 |
0.0002 |
0.0026 |
−0.0353 |
| −10.0 |
|
−10.6538 |
−1.5451 |
0.2848 |
0.0005 |
−0.0080 |
0.0327 |
|
| Renoald算法 |
|
| 飞机 |
0.5 |
|
−0.3951 |
−0.1486 |
0.5499 |
−0.0001 |
−0.0001 |
−0.0000 |
| 1.0 |
|
−0.8802 |
−0.2661 |
1.0675 |
0.0000 |
0.0006 |
−0.0001 |
| 10.0 |
|
1.2549 |
1.1879 |
10.0882 |
0.0002 |
−0.0010 |
−0.0005 |
| 20.0 |
|
−2.0547 |
−0.4494 |
20.0903 |
−0.0001 |
−0.0040 |
−0.0006 |
|
| 3架飞机 |
0.5 |
|
0.0041 |
−0.1311 |
0.3722 |
−0.0005 |
0.0000 |
0.0000 |
| 1.0 |
|
−0.0469 |
−0.2864 |
0.8242 |
−0.0006 |
0.0003 |
0.0001 |
| 10.0 |
|
−0.0744 |
−4.5305 |
8.2095 |
−0.0099 |
−0.0003 |
−0.0039 |
| 20.0 |
|
0.9315 |
−6.7487 |
16.8058 |
−0.0134 |
0.0058 |
0.0033 |
| 10.0 |
|
0.1794 |
4.0410 |
−1.1857 |
−0.0124 |
−0.0004 |
−0.0002 |
| −10.0 |
|
−0.2608 |
−5.4906 |
1.3925 |
0.0088 |
0.0009 |
0.0005 |
| 10.0 |
|
0.7315 |
−0.0448 |
0.0321 |
0.0002 |
0.0009 |
−0.0018 |
|
| 碗 |
0.5 |
|
0.0818 |
−0.0440 |
0.2600 |
0.0009 |
0.0004 |
−0.0004 |
| 1.0 |
|
0.0571 |
−0.0831 |
0.5143 |
0.0015 |
0.0003 |
−0.0004 |
| 10.0 |
|
−1.2139 |
−0.1348 |
8.8075 |
0.0069 |
0.0014 |
−0.0393 |
| 20.0 |
|
−1.5751 |
−0.1130 |
18.7352 |
0.0056 |
0.0045 |
−0.0556 |
| 10.0 |
|
−0.4060 |
7.5070 |
−0.0636 |
0.0356 |
−0.0402 |
−0.0014 |
| −10.0 |
|
0.3518 |
−8.5498 |
0.2583 |
−0.0358 |
0.0521 |
0.0009 |
| 10.0 |
|
8.8252 |
−0.2963 |
−0.1059 |
−0.0000 |
0.0147 |
−0.0470 |
| −10.0 |
|
−8.9940 |
0.4230 |
0.1382 |
0.0007 |
−0.0171 |
0.0477 |
|
| 躯干 |
0.5 |
|
0.2920 |
0.4220 |
0.7578 |
0.0005 |
0.0012 |
−0.0321 |
| 1.0 |
|
0.2378 |
0.4817 |
1.0779 |
0.0003 |
0.0009 |
−0.0315 |
| 10.0 |
|
−0.0037 |
0.2426 |
10.4506 |
0.0001 |
0.0018 |
−0.0006 |
| 20.0 |
|
0.3008 |
−0.1655 |
18.7455 |
−0.0011 |
0.0022 |
−0.0001 |
| 10.0 |
|
0.1177 |
0.7804 |
0.4367 |
0.0028 |
−0.0002 |
−0.0004 |
| −10.0 |
|
0.0045 |
−0.6522 |
−0.2843 |
−0.0022 |
0.0001 |
−0.0001 |
| 10.0 |
|
10.4139 |
0.4050 |
0.0860 |
0.0004 |
0.0015 |
−0.0327 |
| −10.0 |
|
−10.4768 |
−0.6117 |
0.1427 |
−0.0003 |
−0.0019 |
0.0334 |
|
| Bergstrom算法 |
|
| 飞机 |
0.5 |
|
0.0818 |
−0.0440 |
0.2600 |
0.0009 |
0.0004 |
−0.0003 |
| 1.0 |
|
−0.9302 |
−0.2768 |
1.0675 |
0.0000 |
0.0005 |
−0.0001 |
| 10.0 |
|
−4.8742 |
−0.3023 |
10.0866 |
0.0002 |
0.0013 |
−0.0008 |
| 20.0 |
|
−3.7203 |
0.7381 |
20.0894 |
−0.0000 |
0.0001 |
−0.0008 |
|
| 3架飞机 |
0.5 |
|
0.0023 |
−0.12880 |
0.3746 |
−0.0005 |
0.0003 |
0.0000 |
| 1.0 |
|
−0.0470 |
−0.2840 |
−0.8252 |
−0.0060 |
0.0003 |
0.0001 |
| 10.0 |
|
−8.9059 |
4.1357 |
11.6053 |
0.0083 |
−0.0080 |
−0.0024 |
| 20.0 |
|
1.0816 |
−4.9472 |
18.1816 |
−0.0095 |
0.0014 |
−0.0021 |
| 10.0 |
|
−2.1412 |
13.7773 |
1.6485 |
0.0079 |
0.0060 |
0.0009 |
| −10.0 |
|
−0.1596 |
−6.6095 |
1.3820 |
0.0062 |
0.0004 |
0.0006 |
| 10.0 |
|
8.4082 |
2.8181 |
1.2289 |
0.0064 |
−0.0053 |
−0.0034 |
|
| 碗 |
0.5 |
|
0.0818 |
−0.0440 |
0.2600 |
0.0009 |
0.0004 |
−0.0004 |
| 1.0 |
|
0.0527 |
−0.0803 |
0.5211 |
0.0016 |
0.0003 |
−0.0004 |
| 10.0 |
|
−0.1868 |
−0.0644 |
10.2913 |
−0.0002 |
−0.1752 |
0.0064 |
| 20.0 |
|
0.6199 |
−0.0374 |
20.2321 |
0.0092 |
−0.1716 |
0.0172 |
| 10.0 |
|
0.0319 |
10.0246 |
−0.4303 |
0.0058 |
−0.1689 |
0.0073 |
| −10.0 |
|
0.4347 |
−9.4345 |
0.9152 |
−0.0312 |
−0.1553 |
0.0238 |
| 10.0 |
|
9.9406 |
−2.1170 |
0.6590 |
0.0190 |
0.0004 |
0.0001 |
| −10.0 |
|
−10.3737 |
−1.6094 |
0.3040 |
0.0133 |
0.0020 |
−0.0003 |
|
| 躯干 |
0.5 |
|
0.3383 |
−2.5946 |
0.8076 |
0.0004 |
0.0001 |
−0.0128 |
| 1.0 |
|
0.1906 |
−2.6231 |
0.9682 |
−0.0000 |
0.0000 |
−0.0121 |
| 10.0 |
|
0.0014 |
0.2854 |
10.4856 |
0.0040 |
0.0018 |
−0.0006 |
| 20.0 |
|
−0.4539 |
−0.3521 |
19.4238 |
0.0008 |
0.0023 |
0.0150 |
| 10.0 |
|
0.5342 |
8.9866 |
0.3959 |
0.0007 |
−0.0020 |
−0.0169 |
| −10.0 |
|
−0.1569 |
−8.6553 |
1.2477 |
−0.0070 |
0.0020 |
0.0012 |
| 10.0 |
|
10.4504 |
−2.5372 |
0.4949 |
0.0003 |
0.0003 |
−0.0131 |
| −10.0 |
|
−10.2027 |
2.5363 |
0.3930 |
−0.0003 |
−0.0002 |
0.0120 |
|
| AlignRT算法 |
|
| 飞机 |
0.5 |
|
0.1 |
0.3 |
0.0 |
0.0 |
0.0 |
0.0 |
| 1.0 |
|
0.2 |
0.1 |
0.5 |
0.0 |
0.0 |
0.1 |
| 10.0 |
|
0.3 |
0.0 |
10.1 |
0.0 |
0.0 |
0.1 |
| 20.0 |
|
0.2 |
1。2 |
20.1 |
0.0 |
0.0 |
0.2 |
|
| 3架飞机 |
0.5 |
|
0.0 |
0.1 |
0.5 |
0.0 |
0.0 |
0.0 |
| 1.0 |
|
0.1 |
0.1 |
1.1 |
0.0 |
0.0 |
0.0 |
| 10.0 |
|
0.0 |
0.2 |
10.2 |
0.0 |
0.0 |
0.0 |
| 20.0 |
|
0.0 |
0.1 |
20.1 |
0.0 |
0.0 |
0.1 |
| 10.0 |
|
0.2 |
10.2 |
0.2 |
0.0 |
0.0 |
0.0 |
| −10.0 |
|
0.1 |
−9.8 |
0.1 |
0.0 |
0.0 |
0.0 |
| 10.0 |
|
9.8 |
0.2 |
0.1 |
0.0 |
0.0 |
0.0 |
|
| 碗 |
0.5 |
|
0.1 |
0.1 |
0.5 |
0.0 |
0.0 |
0.0 |
| 1.0 |
|
0.1 |
0.2 |
1.1 |
0.0 |
0.0 |
0.0 |
| 10.0 |
|
0.1 |
0.2 |
10.0 |
0.1 |
0.0 |
1。2 |
| 20.0 |
|
0.3 |
0.3 |
19.9 |
0.1 |
0.0 |
1。6 |
| 10.0 |
|
0.2 |
10.3 |
0.2 |
0.0 |
0.1 |
1。6 |
| −10.0 |
|
0.7 |
−9.8 |
0.2 |
0.1 |
0.1 |
2。7 |
| 10.0 |
|
10.1 |
0.2 |
0.2 |
0.0 |
0.1 |
0.1 |
| −10.0 |
|
−10.0 |
0.5 |
0.2 |
0.0 |
0.0 |
1。7 |
|
| 躯干 |
0.5 |
|
0.1 |
0.0 |
0.6 |
0.0 |
0.0 |
0.0 |
| 1.0 |
|
0.1 |
0.0 |
1.1 |
0.0 |
0.0 |
0.0 |
| 10.0 |
|
0.1 |
0.0 |
9.9 |
0.1 |
0.0 |
0.1 |
| 20.0 |
|
0.2 |
0.1 |
19.8 |
0.0 |
0.1 |
0.1 |
| 10.0 |
|
0.2 |
10.1 |
0.2 |
0.0 |
0.0 |
0.0 |
| −10.0 |
|
0.2 |
−9.8 |
0.1 |
0.1 |
0.0 |
0.0 |
| 10.0 |
|
10.0 |
0.2 |
0.1 |
0.0 |
0.0 |
0.0 |
| −10.0 |
|
−9.9 |
0.1 |
0.0 |
0.0 |
0.0 |
0.0 |
|
|