ML Anthology

Recursive Non-Linear Estimation of Discontinuous Flow Fields

Michael J. Black
ECCV 1994 pp. 138-145
doi:10.1007/3-540-57956-7_15 /eccv/1994/black1994eccv-recursive/

Abstract

This paper defines a temporal continuity constraint that expresses assumptions about the evolution of 2D image velocity, or optical flow, over a sequence of images. Temporal continuity is exploited to develop an incremental minimization framework that extends the minimization of a non-convex objective function over time. Within this framework this paper describes an incremental continuation method for recursive non-linear estimation that robustly and adaptively recovers optical flow with motion discontinuities over an image sequence.

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Cite

Text

Black. "Recursive Non-Linear Estimation of Discontinuous Flow Fields." European Conference on Computer Vision, 1994. doi:10.1007/3-540-57956-7_15

Markdown

[Black. "Recursive Non-Linear Estimation of Discontinuous Flow Fields." European Conference on Computer Vision, 1994.](https://mlanthology.org/eccv/1994/black1994eccv-recursive/) doi:10.1007/3-540-57956-7_15

BibTeX

@inproceedings{black1994eccv-recursive,
  title     = {{Recursive Non-Linear Estimation of Discontinuous Flow Fields}},
  author    = {Black, Michael J.},
  booktitle = {European Conference on Computer Vision},
  year      = {1994},
  pages     = {138-145},
  doi       = {10.1007/3-540-57956-7_15},
  url       = {https://mlanthology.org/eccv/1994/black1994eccv-recursive/}
}