Authors | Yao Feng, Vasileios Choutas, Timo Bolkart, Dimitrios Tzionas, Michael J. Black |
Paper title | Collaborative Regression of Expressive Bodies using Moderation |
Publication venue | International Conference on 3D Vision |
URL | https://ps.is.mpg.de/uploads_file/attachment/attachment/667/PIXIE_3DV_CR.pdf |
Additional Information | not provided |
Full set | Kid | ||
---|---|---|---|
F1 Score | 0.820 | F1 Score | 0.480 |
Precision | 0.950 | Precision | 0.390 |
Recall | 0.730 | Recall | 0.610 |
Body | |||
---|---|---|---|
Full set | Kid | ||
MPJPE | 140.300 | MPJPE | 174.700 |
MVE | 142.200 | MVE | 174.600 |
NMJE | 171.100 | NMJE | 364.000 |
NMVE | 173.400 | NMVE | 363.800 |
Face | |||
---|---|---|---|
Full set | Kid | ||
MPJPE | 54.500 | MPJPE | 48.200 |
MVE | 50.200 | MVE | 46.000 |
Full body | |||
---|---|---|---|
Full set | Kid | ||
MPJPE | 189.300 | MPJPE | 218.800 |
MVE | 191.800 | MVE | 219.700 |
NMJE | 230.900 | NMJE | 266.800 |
NMVE | 233.900 | NMVE | 267.900 |
Hands | |||
---|---|---|---|
Full set | Kid | ||
left hand MPJPE | 46.400 | left hand MPJPE | 41.600 |
left hand MVE | 49.500 | left hand MVE | 44.300 |
right hand MPJPE | 46.000 | right hand MPJPE | 42.400 |
right hand MVE | 49.000 | right hand MVE | 45.100 |