ML Anthology

Determination of Optical Flow and Its Discontinuities Using Non-Linear Diffusion

Marc Proesmans, Luc Van Gool, Eric J. Pauwels, André Oosterlinck
ECCV 1994 pp. 295-304
doi:10.1007/BFB0028362 /eccv/1994/proesmans1994eccv-determination/

Abstract

A new method for optical flow computation by means of a coupled set of non-linear diffusion equations is presented. This approach integrates the classical differential approach with the correlation type of motion detectors. A measure of inconsistency within the optical flow field which indicates optical flow boundaries. This information is fed back to the optical flow equations in a non-linear way and allows the flow field to be reconstructed while preserving the discontinuities. The whole scheme is also applicable to stereo matching. The model is applied to a set of synthetic and real image sequences to illustrate the behaviour of the coupled diffusion equations.

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Cite

Text

Proesmans et al. "Determination of Optical Flow and Its Discontinuities Using Non-Linear Diffusion." European Conference on Computer Vision, 1994. doi:10.1007/BFB0028362

Markdown

[Proesmans et al. "Determination of Optical Flow and Its Discontinuities Using Non-Linear Diffusion." European Conference on Computer Vision, 1994.](https://mlanthology.org/eccv/1994/proesmans1994eccv-determination/) doi:10.1007/BFB0028362

BibTeX

@inproceedings{proesmans1994eccv-determination,
  title     = {{Determination of Optical Flow and Its Discontinuities Using Non-Linear Diffusion}},
  author    = {Proesmans, Marc and Van Gool, Luc and Pauwels, Eric J. and Oosterlinck, André},
  booktitle = {European Conference on Computer Vision},
  year      = {1994},
  pages     = {295-304},
  doi       = {10.1007/BFB0028362},
  url       = {https://mlanthology.org/eccv/1994/proesmans1994eccv-determination/}
}