File Exchange

image thumbnail

Online Feature Selection for Visual Tracking

version 1.0 (1.1 MB) by

Visual Object Tracking - Tracker presented at BMVC 2016



View License

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.

Comments and Ratings (0)

MATLAB Release
MATLAB 9.1 (R2016b)

Inspired by: Feature Selection Library

MATLAB Online Live Editor Challenge

Win cash prizes and have your live script featured on our website

Learn more

Download apps, toolboxes, and other File Exchange content using Add-On Explorer in MATLAB.

» Watch video