Adaptive object tracking with logistic regression

An adaptive object tracking algorithm based on logistic regression classifier and HOG feature is proposed in this paper. Firstly, the logistic regression classifier with online update is utilized to determine the searched image patches belonging to the target or the background. Through the classification, the background information can be removed from the potential targets. Then, the selected targets are represented by their HOG feature and a...