English

Decomposition of Optical Flow on the Sphere

Optimization and Control 2014-03-05 v2 Computer Vision and Pattern Recognition

Abstract

We propose a number of variational regularisation methods for the estimation and decomposition of motion fields on the 22-sphere. While motion estimation is based on the optical flow equation, the presented decomposition models are motivated by recent trends in image analysis. In particular we treat u+vu+v decomposition as well as hierarchical decomposition. Helmholtz decomposition of motion fields is obtained as a natural by-product of the chosen numerical method based on vector spherical harmonics. All models are tested on time-lapse microscopy data depicting fluorescently labelled endodermal cells of a zebrafish embryo.

Keywords

Cite

@article{arxiv.1312.4354,
  title  = {Decomposition of Optical Flow on the Sphere},
  author = {Clemens Kirisits and Lukas F. Lang and Otmar Scherzer},
  journal= {arXiv preprint arXiv:1312.4354},
  year   = {2014}
}

Comments

The final publication is available at link.springer.com

R2 v1 2026-06-22T02:28:23.894Z