Online Feature Selection for Visual Tracking

版本 1.0 (1.1 MB) 作者: Giorgio
Visual Object Tracking - Tracker presented at BMVC 2016
317.0 次下载
更新时间 2018/4/11

查看许可证

We show how feature selection mechanisms can be successfully employed for ranking the features used by a tracking system, maintaining high frame rates. In particular, feature selection mounted on the Adaptive Color Tracking (ACT) system operates at over 110 FPS. This work demonstrates the importance of feature selection in online and realtime applications, resulted in what is clearly a very impressive performance, our solutions improve by 3% up to 7% the baseline ACT while providing superior results compared to 29 state-of-the-art tracking methods.

引用格式

Giorgio (2024). Online Feature Selection for Visual Tracking (https://www.mathworks.com/matlabcentral/fileexchange/66876-online-feature-selection-for-visual-tracking), MATLAB Central File Exchange. 检索来源 .

MATLAB 版本兼容性
创建方式 R2016b
兼容任何版本
平台兼容性
Windows macOS Linux
类别
Help CenterMATLAB Answers 中查找有关 Tracking and Motion Estimation 的更多信息
致谢

参考作品: Feature Selection Library

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!
版本 已发布 发行说明
1.0