Perceiving Systems, Computer Vision

Recursive non-linear estimation of discontinuous flow fields

1994

Conference Paper

ps


This work 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 work develops an incremental continuation method for recursive non-linear estimation that robustly and adaptively recovers optical flow with motion discontinuities over an image sequence.

Author(s): Black, M.
Book Title: Proc. Third European Conf. on Computer Vision, ECCV’94,
Pages: 138-145
Year: 1994
Month: May
Series: LNCS 800
Publisher: Springer Verlag

Department(s): Perceiving Systems
Bibtex Type: Conference Paper (inproceedings)
Paper Type: Conference

Address: Sweden

Links: pdf

BibTex

@inproceedings{Black:ECCV:1994,
  title = {Recursive non-linear estimation of discontinuous flow fields},
  author = {Black, M.},
  booktitle = {Proc. Third European Conf. on Computer Vision, ECCV'94,},
  pages = {138-145},
  series = {LNCS 800},
  publisher = {Springer Verlag},
  address = {Sweden},
  month = may,
  year = {1994},
  doi = {},
  month_numeric = {5}
}