Table 6.
Summary of object detection methods with high precision, high positioning, fast detection, small object, complex background, occluded object detection.
| Ref. | High Precision | Position Ability | Fast | Small Object | Train Strategy | Irregular Object | Imbalance Data | Complex Background | Occluded Objects | Objects Relationship | Published |
|---|---|---|---|---|---|---|---|---|---|---|---|
| [94] | ✓ | ✓ | ✓ | ✓ | ✓ | CVPR2017 | |||||
| [96] | ✓ | ✓ | ✓ | ✓ | CVPR2017 | ||||||
| [98] | ✓ | ✓ | ✓ | ✓ | ✓ | CVPR2017 | |||||
| [100] | ✓ | ✓ | ✓ | ✓ | ✓ | arXiv | |||||
| [104] | ✓ | ✓ | ✓ | ✓ | ICCV2017 | ||||||
| [168] | ✓ | ✓ | ICCV2017 | ||||||||
| [169] | ✓ | ✓ | ICCV2017 | ||||||||
| [170] | ✓ | ✓ | CVPR2018 | ||||||||
| [171] | ✓ | ✓ | ✓ | CVPR2017 | |||||||
| [172] | ✓ | ✓ | ICCV2017 | ||||||||
| [173] | ✓ | ✓ | ICCV2017 | ||||||||
| [174] | ✓ | ✓ | ICCV2017 |