Junsong Zheng, Hao Guo, Abiao Li, Jubai An. Real-Time Tracking of Fast Moving Weak Object Based on Siamese Network[J]. Laser & Optoelectronics Progress, 2022, 59(4): 0410011
- Laser & Optoelectronics Progress
- Vol. 59, Issue 4, 0410011 (2022)
Fig. 1. Fast moving weak object graphs. (a) Dark objects, similar objects, small objects; (b) dark objects; (c) small objects
Fig. 2. Convolution characteristic diagram
Fig. 3. Feature attention
Fig. 4. Temporal and spatial variation of target and background
Fig. 5. Frame diagram of proposed algorithm
Fig. 6. Tracking results
Fig. 7. Success rate and precision on OTB100/50.(a) OTB100 accuracy rate; (b) OTB100 success rate; (c) OTB50 accuracy rate; (d) OTB50 success rate
Fig. 8. Tracking results for different scenes
|
Table 1. Tracking sequence
|
Table 2. Differences between six algorithms
| ||||||||||||||||||||||||||||||||||||||||||||||||||||
Table 3. Comparison of class algorithms
Set citation alerts for the article
Please enter your email address
© Copyright 2018-2021 | Chinese Laser Press. All Rights Reserved 沪ICP备15018463号-20