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 |
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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} } |