Affine object tracking with kernel-based spatial-color representation

• Published in: 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) Vol. 1; pp. 293 - 300 vol. 1
• Main Authors: Haihong Zhang, Weimin Huang, Zhiyong Huang, Liyuan Li
• Format: Conference Proceeding
• Language: English
• Published: IEEE 2005
• Subjects: Computer vision; Deformable models; Expectation-maximization algorithms; Gaussian distribution; Histograms; Kernel; Motion estimation; Parameter estimation; Target tracking; Videos

This paper presents a new visual tracking method that can achieve accurate estimation of affine transformation and precise spatial-color representation. The estimation of transformation provides more information than translation for better motion understanding and also helps maintain the precise rep...