• DocumentCode
    1741616
  • Title

    A data fusion solution to the accuracy-efficiency trade-off problem in motion estimation

  • Author

    Peacock, A.M. ; Renshaw, D. ; Hannah, J.

  • Author_Institution
    Dept. of Electr. Eng., Edinburgh Univ., UK
  • Volume
    1
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    840
  • Abstract
    There is often a trade-off between the accuracy and the speed of optical flow techniques. Given similar computational resources, this trade-off results in some techniques making infrequent but accurate estimates of motion while others make more frequent but less accurate estimates. This paper proposes a novel method which enables the results of the more accurate techniques to be used to improve the accuracy of the faster techniques. The method is a combination of data fusion methods with predictors
  • Keywords
    image sequences; motion estimation; prediction theory; sensor fusion; accuracy-efficiency trade-off problem; data fusion methods; data fusion solution; motion estimation; optical flow; predict-fuse approach; predictors; Costs; Equations; Image converters; Image motion analysis; Image processing; Motion estimation; Motion measurement; Runtime;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2000. Proceedings. 2000 International Conference on
  • Conference_Location
    Vancouver, BC
  • ISSN
    1522-4880
  • Print_ISBN
    0-7803-6297-7
  • Type

    conf

  • DOI
    10.1109/ICIP.2000.901090
  • Filename
    901090