Visual tracking using learned linear subspaces
Published in Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004. • Nov 12, 2004
NobleIDNI2P93W90R42S10
Authors:,,
J. Ho
Kuang-Chih Lee
Ming–Hsuan Yang
Abstract
This paper presents a simple but robust visual tracking algorithm based on representing the appearances of objects using affine warps of learned linear subspaces of the image space. The tracker adaptively updates this subspace while tracking by finding a linear subspace that best approximates the ob...
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