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Table 1: Basic Multiresolution Optimization Algorithm (OF-Basic). Essential parameters are the coarse scale jmax, the motion eld smoothness parameter , and the quantizer step size at scale jmax.
1997
"... In PAGE 12: ... Such algorithms usually converge very rapidly [29, 31, 36, 39, 40, 41], and the motion estimation application is no exception. Our algorithm is summarized in Table1 ; de- tailed explanations and derivations may be found in Appendix C. The steps of the algorithm are outlined as follows.... In PAGE 16: ... The algorithm begins by creating the lowpass pyramids for the current and previous frames. The motion eld at the coarsest level, dimax, is estimated and encoded using the multiscale representation (4) and the basic algorithm in Table1 . At every level (0 i lt; imax), the following steps are performed.... In PAGE 17: ...otion were used to encode the DFD. The overall bit-rate converted to approximately 24 kbit/s. The adaptive arithmetic coder described in [45] was used to entropy-code the quantizer outputs and obtain the quoted bit-rates. Our OF-CP algorithm used two levels in the control pyramid (imax = 1), and the following parameters for the basic motion estimator ( Table1 ) at each level: jmax = 4, = 500 and = 0:125. All coe cients at the nest level (j = 0) of the HFE pyramid were set to zero.... ..."
Cited by 16
Table 1: Filters for biorthogonal wavelets upto order 4. 6 REFERENCES [1] S. G. Mallat. A theory for multiresolution signal decomposition: The wavelet representation. IEEE Trans. on Pattern Analysis and Machine Intelligence, 11, 1989. [2] M. Vetterli and J. Kovacevic. Wavelets and Subband Coding. Prentice Hall, 1995. [3] G. Battle. A block spin construction of ondelettes, part 1: Lemarie functions. Commn. Math. Physics, 110, 1987. [4] I. Daubechies. Ten lectures on wavelets. Springer Verlag, Pennsylvania, 1992. [5] C. de Boor. A Practical Guide to Splines. Springer Verlag, 1978.
1996
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Table 1: Curve multiresolution Africa Tiger
1998
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Table 2: Wavelet-based multiresolution analysis
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TABLE 3 Performance of Algorithm for Various Multiresolution Levels
Table 1: MN without multiresolution compared to DF
Table 2: MN with multiresolution compared to DF
Table 3: Surface multiresolution: Mechanical part
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