Estimating three-dimensional motion parameters of a rigid planar patch, II: Singular value decomposition

We show that the three-dimensional (3-D) motion parameters of a rigid planar patch can be determined by computing the singular value decomposition (SVD) of a 3 × 3 matrix containing the eight so called "pure parameters." Furthermore, aside from a scale factor for the translation parameters, the number of solutions is either one or two, depending on the multiplicity of the singular values of the matrix.

[1]  Mayrhofer Continuous groups of transformations , 1936 .

[2]  A. Sommerfeld Mechanics of Deformable Bodies , 1950 .

[3]  高井 宏幸,et al.  Theory of automatic control , 1966 .

[4]  J. Limb,et al.  Estimating the Velocity of Moving Images in Television Signals , 1975 .

[5]  J. D. Robbins,et al.  Motion-compensated television coding: Part I , 1979, The Bell System Technical Journal.

[6]  C. Cafforio,et al.  Tracking moving objects in television images , 1979 .

[7]  Thomas S. Huang,et al.  Moving image restoration and registration , 1980, ICASSP.

[8]  John R. Treichler,et al.  SHARF: An algorithm for adapting IIR digital filters , 1980 .

[9]  Thomas S. Huang,et al.  THREE-DIMENSIONAL MOTION ESTIMATION. , 1980 .

[10]  J. Roach,et al.  Determining the movement of objects from a sequence of images , 1980, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[11]  Thomas S. Huang,et al.  Image sequence analysis , 1981 .

[12]  Thomas S. Huang,et al.  Estimating three-dimensional motion parameters of a rigid planar patch , 1981 .

[13]  Thomas S. Huang,et al.  Three-dimensional motion estimation from image-space shifts , 1981, ICASSP.

[14]  Thomas S. Huang,et al.  Image Sequence Analysis: Motion Estimation , 1981 .

[15]  Berthold K. P. Horn,et al.  Determining Optical Flow , 1981, Other Conferences.

[16]  Thomas S. Huang,et al.  Interframe coding with general two-dimensional motion compensation , 1982, ICASSP.

[17]  Thomas S. Huang,et al.  Correction to "Estimating 3-D motion parameters of a rigid planar patch,II: Singular value decomposition" , 1983 .