Hongyu Wang, Liang Wang, Wurong Yin, Jianghao Hu, Wenchao Qiao. Multi-Scale Correlation Filtering Visual Tracking Algorithm Combined with Target Detection[J]. Acta Optica Sinica, 2019, 39(1): 0115004
- Acta Optica Sinica
- Vol. 39, Issue 1, 0115004 (2019)
Fig. 1. Structural diagram of SSD network
Fig. 2. Carscale sequence with scale transformation
Fig. 3. Tracking sequence and correlation filtering response. (a) Tracking success sequence; (b) tracking failure sequence; (c) correlation filtering response of tracking success sequence; (d) correlation filtering response of tracking failure sequence
Fig. 4. (a) Concealed target; (b) correlation filtering response of concealed target
Fig. 5. (a) Sequence with small updating rate; (b) sequence with large updating rate; (c) response of sequence with small updating rate; (d) response of sequence with large updating rate
Fig. 6. Flow chart of proposed algorithm
Fig. 7. Variation of maximum response value and APCE index in occlusion or deformation scene. (a)(b) woman2 sequence and its response map; (c)(d) tiger2 sequence and its response map; (e)(f) Sylvester sequence and its response map
Fig. 8. Comparison between fixed updating rate and adaptive updating rate for tiger2 sequence. (a) Unoccluded image; (b)-(d) occluded image; (e) misidentified image; (f) lost tracking target characteristics
Fig. 9. (a) OP curves and (b) DP curves by different algorithms
Fig. 10. Comparison of partial tracking results by proposed algorithm and other ten algorithms. (a) singer2 sequence; (b) skating1 sequence; (c) soccer sequence
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