Multiple instance learning tracking based on Fisher linear discriminant with incorporated priors

Traditional tracking-by-detection methods use online classifier to track object, and the classifier can be degenerated easily using self-learning process. The article presents a multiple instance learning (MIL) tracking method based on a semi-supervised learning model with Fisher linear discriminant...

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Bibliographic Details
Main Authors: Zhiyu Zhou, Xu Gao, Jingsong Xia, Zefei Zhu, Donghe Yang, Jiaxin Quan
Format: Article
Language:English
Published: SAGE Publishing 2018-01-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.1177/1729881417750724