Acta Aeronautica et Astronautica Sinica ›› 2024, Vol. 45 ›› Issue (14): 629379-629379.doi: 10.7527/S1000-6893.2023.29379
• special column • Previous Articles Next Articles
Zhaochen CHU, Tao SONG, Ren JIN(), Defu LIN
Received:
2023-07-28
Revised:
2023-08-22
Accepted:
2023-11-08
Online:
2024-07-25
Published:
2023-12-07
Contact:
Ren JIN
E-mail:renjin@bit.edu.cn
Supported by:
CLC Number:
Zhaochen CHU, Tao SONG, Ren JIN, Defu LIN. Vision-based air-to-air multi-UAVs tracking[J]. Acta Aeronautica et Astronautica Sinica, 2024, 45(14): 629379-629379.
Table 2
Experimental results of feature extraction components on MOT-FLY test set
关联算法 | IDs | IDF1/% | MOTA/% |
---|---|---|---|
DeepSORT-ResNet18 | 534 | 43.0 | 42.0 |
DeepSORT-ResNet34 | 515 | 43.5 | 42.3 |
DeepSORT-ResNet50 | 499 | 44.1 | 42.5 |
DeepSORT-BEFE | 329 | 48.3 | 44.0 |
Tracktor-ResNet18 | 114 | 41.1 | 32.9 |
Tracktor-ResNet34 | 111 | 41.3 | 33.4 |
Tracktor-ResNet50 | 106 | 41.0 | 33.9 |
Tracktor-BEFE | 81 | 41.4 | 35.9 |
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