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Coarse to Fine Optical flow Detection

  • Journal of The Korea Society of Computer and Information
  • Abbr : JKSCI
  • 2005, 10(1), pp.223-229
  • Publisher : The Korean Society Of Computer And Information
  • Research Area : Engineering > Computer Science

Heeman Lee 1 Seo Jeong-Man 2

1서원대학교
2한국재활복지대학

Candidate

ABSTRACT

In this paper, a coarse-to-fine optical flow detection method is proposed. Provided that optical flow gives reliable approximation to two-dimensional image motion, it can be used to recover the three-dimensional motion, but usually to get the reliable optical flows are difficult. The proposed algorithm uses Horn's algorithm for detecting initial optical flow, then Thin Plate Spline is introduced to warp a image frame of the initial optical flow to the next image frame. The optical flow for the warped image frame is again used iteratively until the mean square error between two image sequence frames is lowered. The proposed method is experimented for the real moving picture image sequence. The proposed algorithm gives dense optical flow vectors.

Citation status

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