Laser & Optoelectronics Progress, Volume. 57, Issue 12, 121012(2020)
Object Tracking Algorithm Based on Correlation Filtering and Convolution Residuals Learning
Fig. 1. Network frame diagram of proposed algorithm
Fig. 2. Basic convolution layer and temporal-spatial residual layer
Fig. 3. Comparison experiment on OTB2015 datasets with baseline. (a) Precision; (b) success rate
Fig. 4. Distance precision plots and overlap success plots of ten algorithms in OTB-2013. (a) Precision; (b) success rate
Fig. 5. Distance precision plots and overlap success plots of ten algorithms in OTB-2015. (a) Precision; (b) success rate
Fig. 6. A visualization of the tracking results of seven algorithms on eight sequences
|
|
Get Citation
Copy Citation Text
Yaguang Yang, Zhenhong Shang. Object Tracking Algorithm Based on Correlation Filtering and Convolution Residuals Learning[J]. Laser & Optoelectronics Progress, 2020, 57(12): 121012
Category: Image Processing
Received: Sep. 2, 2019
Accepted: Nov. 2, 2019
Published Online: Jun. 3, 2020
The Author Email: Yang Yaguang (1107298031@qq.com), Shang Zhenhong (shangzhenhong@126.com)