• DocumentCode
    1971786
  • Title

    Variable-blocksize disparity estimation in stereoscopic imagery

  • Author

    Sodagari, Shabnam ; Dubois, Eric

  • Author_Institution
    Sch. of Inf. Technol. & Eng., Ottawa Univ., Ont., Canada
  • Volume
    3
  • fYear
    2003
  • fDate
    4-7 May 2003
  • Firstpage
    2047
  • Abstract
    This paper addresses the problem of developing and implementing a variable block size (quadtree splitting) disparity estimation technique that is optimized for use in compression of stereo pairs and studying its performance over a range of rate/distortion constraints. First the constrained optimization problem is formulated as an unconstrained one using the Lagrange multiplier approach. Then by solving the optimization problem using dynamic programming, the optimal variables representing the optimal quadtree structure and the quantizer for each node are determined.
  • Keywords
    data compression; dynamic programming; image coding; quadtrees; rate distortion theory; stereo image processing; Lagrange multiplier approach; constrained optimization problem formulation; distortion constraint; dynamic programming; optimal quadtree structure representation; quantizer; rate constraint; stereo pair compression; stereoscopic imagery; variable-blocksize disparity estimation; Constraint optimization; Design for disassembly; Discrete cosine transforms; Dynamic programming; Eyes; Image coding; Information technology; Lagrangian functions; Rate-distortion; Robot vision systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Computer Engineering, 2003. IEEE CCECE 2003. Canadian Conference on
  • ISSN
    0840-7789
  • Print_ISBN
    0-7803-7781-8
  • Type

    conf

  • DOI
    10.1109/CCECE.2003.1226318
  • Filename
    1226318