Stochastic formulations of optical flow algorithms under variable brightness conditions

Sandeep N. Gupta, Jerry Ladd Prince

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, we examine optical flow methods applicable under variable brightness conditions. In particular, we develop a stochastic formulation of Gennert and Negahdaripour's optical flow algorithm. Our model is shown to be well-posed and thus can be used in both simulating and estimating velocity fields with certain known stochastic properties. This model is used to simulate flow fields of different physical properties, and Gennert and Negahdaripour's method is demonstrated to work well for these synthesized fields under variable brightness conditions.

Original languageEnglish (US)
Title of host publicationIEEE International Conference on Image Processing
Editors Anon
PublisherIEEE
Pages484-487
Number of pages4
Volume3
StatePublished - 1995
EventProceedings of the 1995 IEEE International Conference on Image Processing. Part 3 (of 3) - Washington, DC, USA
Duration: Oct 23 1995Oct 26 1995

Other

OtherProceedings of the 1995 IEEE International Conference on Image Processing. Part 3 (of 3)
CityWashington, DC, USA
Period10/23/9510/26/95

Fingerprint

Optical flows
Luminance
Flow fields
Physical properties

ASJC Scopus subject areas

  • Computer Vision and Pattern Recognition
  • Hardware and Architecture
  • Electrical and Electronic Engineering

Cite this

Gupta, S. N., & Prince, J. L. (1995). Stochastic formulations of optical flow algorithms under variable brightness conditions. In Anon (Ed.), IEEE International Conference on Image Processing (Vol. 3, pp. 484-487). IEEE.

Stochastic formulations of optical flow algorithms under variable brightness conditions. / Gupta, Sandeep N.; Prince, Jerry Ladd.

IEEE International Conference on Image Processing. ed. / Anon. Vol. 3 IEEE, 1995. p. 484-487.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gupta, SN & Prince, JL 1995, Stochastic formulations of optical flow algorithms under variable brightness conditions. in Anon (ed.), IEEE International Conference on Image Processing. vol. 3, IEEE, pp. 484-487, Proceedings of the 1995 IEEE International Conference on Image Processing. Part 3 (of 3), Washington, DC, USA, 10/23/95.
Gupta SN, Prince JL. Stochastic formulations of optical flow algorithms under variable brightness conditions. In Anon, editor, IEEE International Conference on Image Processing. Vol. 3. IEEE. 1995. p. 484-487
Gupta, Sandeep N. ; Prince, Jerry Ladd. / Stochastic formulations of optical flow algorithms under variable brightness conditions. IEEE International Conference on Image Processing. editor / Anon. Vol. 3 IEEE, 1995. pp. 484-487
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