Robust estimation of similarity transformation for visual object tracking

• Main Authors: LI, Yang, ZHU, Jianke, HOI, Steven C. H., SONG, Wenjie, WANG, Zhefeng, LIU, Hantang
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/5105; https://ink.library.smu.edu.sg/context/sis_research/article/6108/viewcontent/4888_Article_Text_7954_2_10_20190729_pv_oa.pdf
• Institution: Singapore Management University

Most of existing correlation filter-based tracking approaches only estimate simple axis-aligned bounding boxes, and very few of them is capable of recovering the underlying similarity transformation. To tackle this challenging problem, in this paper, we propose a new correlation filter-based tracker...