| Short Name | RF_MSSF |
| Long Name | Random Forest with Multi-Scale Spherical Features |
| Website | |
| Description | Simple point-wise classification with a Random Forest using Multi-Scale Spherical Features (Upcoming article) |
| Reference | @inproceedings{thomas2018semantic, title={Semantic Classification of 3D Point Clouds with Multiscale Spherical Neighborhoods}, author={Thomas, Hugues and Deschaud, Jean-Emmanuel and Marcotegui, Beatriz and Goulette, Francois and Le Gall, Yann}, booktitle={3D Vision (3DV), 2018 International Conference on}, year={2018}, organization={IEEE} } |
| Hardware | Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz, 32GB RAM |
| Used additional training data | 0 |
| Last submission | 2018-04-24 16:20:17 |
| Is opensource | 0 |
| Number of submissions | 3 |
| A_IoU | OA | [s] | IoU 1 | IoU 2 | IoU 3 | IoU 4 | IoU 5 | IoU 6 | IoU 7 | IoU 8 | |
| Result | 0.627 | 0.903 | 1643.75 | 0.876 | 0.803 | 0.818 | 0.364 | 0.922 | 0.241 | 0.426 | 0.566 |
| Rank | 52 | 49 | 56 | 52 | 50 | 51 | 49 | 47 | 55 | 48 | 59 |
| L1' | L2' | L3' | L4' | L5' | L6' | L7' | L8' | |
| L1 | 14182510 | 66246 | 474 | 3474 | 50950 | 6517 | 5263 | 2075 |
| L2 | 1641774 | 8897362 | 4307 | 47375 | 6610 | 96252 | 302 | 764 |
| L3 | 2082 | 1222 | 4333175 | 100400 | 222653 | 14197 | 1554 | 588 |
| L4 | 118353 | 246566 | 540633 | 1249404 | 385522 | 397217 | 67741 | 16458 |
| L5 | 53047 | 61899 | 58358 | 75118 | 30506499 | 140309 | 8258 | 7718 |
| L6 | 48119 | 8291 | 17373 | 141220 | 1331682 | 773806 | 35709 | 28345 |
| L7 | 3219 | 178 | 474 | 2101 | 38270 | 36095 | 152534 | 968 |
| L8 | 7841 | 461 | 714 | 37653 | 147564 | 137545 | 5432 | 514732 |