Design and Use of Linear Models for Image Motion Analysis

@article{Fleet2000DesignAU,
  title={Design and Use of Linear Models for Image Motion Analysis},
  author={David J. Fleet and Michael J. Black and Yaser Yacoob and Allan D. Jepson},
  journal={International Journal of Computer Vision},
  year={2000},
  volume={36},
  pages={171-193}
}
Linear parameterized models of optical flow, particularly affine models, have become widespread in image motion analysis. The linear model coefficients are straightforward to estimate, and they provide reliable estimates of the optical flow of smooth surfaces. Here we explore the use of parameterized motion models that represent much more varied and complex motions. Our goals are threefold: to construct linear bases for complex motion phenomena; to estimate the coefficients of these linear… CONTINUE READING
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