研究文章
一个新的基于注意行人异常行为检测方法指导
|
| 方法 |
注意模块 |
边缘损失 |
异常行为评价 |
Ped1数据集 |
Ped2数据集 |
大道的数据集 |
|
| 重建 |
✗ |
✗ |
✗ |
66.3 |
89.3 |
80.5 |
| ✓ |
✗ |
✗ |
67.1 |
89.7 |
82.1 |
| ✗ |
✓ |
✗ |
67.0 |
90.5 |
81.8 |
| ✗ |
✗ |
✓ |
66.7 |
89.4 |
80.5 |
| ✓ |
✓ |
✗ |
67.4 |
90.6 |
82.6 |
| ✓ |
✗ |
✓ |
67.3 |
89.8 |
82.1 |
| ✗ |
✓ |
✓ |
67.3 |
90.6 |
81.9 |
| ✓ |
✓ |
✓ |
67.6 |
90.7 |
82.7 |
|
| 预测 |
✗ |
✗ |
✗ |
79.8 |
92.0 |
83.4 |
| ✓ |
✗ |
✗ |
81.4 |
92.8 |
85.6 |
| ✗ |
✓ |
✗ |
80.9 |
93.6 |
87.0 |
| ✗ |
✗ |
✓ |
81.0 |
92.3 |
84.1 |
| ✓ |
✓ |
✗ |
81.1 |
94.5 |
87.2 |
| ✓ |
✗ |
✓ |
82.1 |
93.0 |
85.6 |
| ✗ |
✓ |
✓ |
81.9 |
93.5 |
87.0 |
| ✓ |
✓ |
✓ |
82.7 |
94.5 |
87.3 |
|
|
