Dong Jifu, Liu Chang, Cao Fangwei, Ling Yuan, Gao Xiang. Online Adaptive Siamese Network Tracking Algorithm Based on Attention Mechanism[J]. Laser & Optoelectronics Progress, 2020, 57(2): 21510
- Laser & Optoelectronics Progress
- Vol. 57, Issue 2, 21510 (2020)
Fig. 1. Framework of online adaptive siamese network based on attention mechanism
Fig. 2. Cropped (t-1)th frame
Fig. 3. Spatial attention module
Fig. 4. Channel attention module
Fig. 5. Plots of accuracy and average success rate on OTB50 dataset. (a) Plot of accuracy; (b) plot of average success rate
Fig. 6. Plots of accuracy and average success rate on OTB100 dataset. (a) Plot of accuracy; (b) plot of average success rate
Fig. 7. Average success rates of similar background attributes on OTB100 dataset
Fig. 8. Average success rates of deformation properties on OTB100 dataset
Fig. 9. Expected average overlap rates on VOT2016 dataset
Fig. 10. Qualitative evaluation of different algorithms on seven challenging video sequences
|
Table 1. Parameters of SiamFC network
|
Table 2. Evaluation of accuracy and robustness on VOT2016 dataset
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