Online Feature Selection for Visual Tracking
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.
Citar como
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. Recuperado .
Compatibilidad con la versión de MATLAB
Compatibilidad con las plataformas
Windows macOS LinuxCategorías
Etiquetas
Agradecimientos
Inspirado por: Feature Selection Library
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!Descubra Live Editor
Cree scripts con código, salida y texto formateado en un documento ejecutable.
ROFFO_BMVC/
Versión | Publicado | Notas de la versión | |
---|---|---|---|
1.0 |
|