Kayoung Park

Tracking-by-Segmentation With Online Gradient Boosting Decision Tree

We propose an online tracking algorithm that adaptively models target appearances based on an online gradient boosting decision tree. Our algorithm is particularly useful for non-rigid and/or articulated objects since it handles various deformations of the target effectively by integrating a classif…