Review Article
A Review of Subspace Segmentation: Problem, Nonlinear Approximations, and Applications to Motion Segmentation
Table 2
Percentage of classification errors for sequences with three motions.
| | Checker (26) | GPCA | LSA | RANSAC | MSL | ALC | SSC-B | SSC-N | NLS |
| | Average | 31.95% | 5.80% | 25.78% | 10.38% | 5.20% | 4.49% | 2.97% | 0.87% |
| | Traffic (7) | | | | | | | | |
| | Average | 19.83% | 25.07% | 12.83% | 1.80% | 7.75% | 0.61% | 0.58% | 1.86% | | Median | 19.55% | 23.79% | 11.45% | 0.00% | 0.49% | 0.00% | 0.00% | 1.53% |
| | Articulated (2) | | | | | | | | |
| | Average | 16.85% | 7.25% | 21.38% | 2.71% | 21.08% | 1.60% | 1.60% | 5.12% | | Median | 16.85% | 7.25% | 21.38% | 2.71% | 21.08% | 1.60% | 1.60% | 5.12% |
| | All (35 seq) | | | | | | | | |
| | Average | 28.66% | 9.73% | 22.94% | 8.23% | 6.69% | 3.55% | 2.45% | 1.31% | | Median | 28.26% | 2.33% | 22.03% | 1.76% | 0.67% | 0.25% | 0.20% | 0.45% |
|
|
