Title | ||
---|---|---|
Learning Linear Regression via Single-Convolutional Layer for Visual Object Tracking. |
Abstract | ||
---|---|---|
Learning a large-scale regression model has proven to be one of the most successful approaches for visual tracking as in recent correlation filter (CF)- based trackers. Different from the conventional CF-based algorithms in which the regression model is solved based on circulant training samples, we propose learning linear regression models via a single-convolutional layer with the gradient descen... |
Year | DOI | Venue |
---|---|---|
2019 | 10.1109/TMM.2018.2846405 | IEEE Transactions on Multimedia |
Keywords | DocType | Volume |
Training,Predictive models,Visualization,Computational modeling,Correlation,Feature extraction,Robustness | Journal | 21 |
Issue | ISSN | Citations |
1 | 1520-9210 | 0 |
PageRank | References | Authors |
0.34 | 0 | 2 |
Name | Order | Citations | PageRank |
---|---|---|---|
Kai Chen | 1 | 744 | 59.02 |
Wenbing Tao | 2 | 488 | 28.71 |