RF_MSSF details

About

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

Result

A_IoU OA [s] IoU 1 IoU 2 IoU 3 IoU 4 IoU 5 IoU 6 IoU 7 IoU 8
Result0.6270.9031643.750.8760.8030.8180.3640.9220.2410.4260.566
Rank86119710979613

Full Confusion Matrix

L1' L2' L3' L4' L5' L6' L7' L8'
L11418251066246474347450950651752632075
L216417748897362430747375661096252302764
L3208212224333175100400222653141971554588
L411835324656654063312494043855223972176774116458
L5530476189958358751183050649914030982587718
L64811982911737314122013316827738063570928345
L7321917847421013827036095152534968
L87841461714376531475641375455432514732