Network in network based weakly supervised learning for visual tracking

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Yan Chen, Xiangnan Yang, Bineng Zhong, Huizhen Zhang, Changlong Lin

Published: 2016, Last Modified: 04 Nov 2025J. Vis. Commun. Image Represent. 2016EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We propose a novel tracking method using a deep network, i.e. Network in Network (NIN).•A method to transfer features learned from NIN on the source tasks to the tracking tasks.•The samples are simultaneously utilized to address the drifting problem.