Laser & Optoelectronics Progress, Volume. 60, Issue 4, 0415007(2023)
Nonlocal Neural Network-Based Moving Target Tracking Method
Fig. 1. Schematic diagram of tracking method
Fig. 2. Backbone network structure
Fig. 3. NL module structure
Fig. 4. Visualization diagrams of classified branch characteristics. (a) Original result; (b) improved result
Fig. 5. Classification score data distribution. (a) Offset; (b) overlap
Fig. 6. RL module structure
Fig. 7. Visualization of tracking results. (a) Original result; (b) improved result
Fig. 8. Analysis of tracking results. (a) Occlusion and deformation-success rate; (b) occlusion and deformation -precision;(c) motion blur and background clutters-success rate; (d) motion blur and background clutters-precision
Fig. 9. Visualization of tracking results. (a) Girl2; (b) Board
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Liguo Zhang, Zijian Ma, Mei Jin, Yihui Li. Nonlocal Neural Network-Based Moving Target Tracking Method[J]. Laser & Optoelectronics Progress, 2023, 60(4): 0415007
Category: Machine Vision
Received: Nov. 12, 2021
Accepted: Dec. 21, 2021
Published Online: Feb. 13, 2023
The Author Email: Ma Zijian (1239038456@qq.com)