Jacobian images of super-resolved texture maps for model-based motion estimation and tracking

@inproceedings{Dellaert1998JacobianIO,
  title={Jacobian images of super-resolved texture maps for model-based motion estimation and tracking},
  author={Frank Dellaert and Sebastian Thrun and Charles E. Thorpe},
  booktitle={WACV},
  year={1998}
}
We present a Kalman filter based approach to perform model-based motion estimation and tracking. Unlike previous approaches, the tracking process is not formulated as an SSD minimization problem, but is developed by using texture mapping as the measurement model in an extended Kalman filter. During tracking, a super-resolved estimate of the texture present on the object or in the scene is obtained. A key result is the notion of Jacobian images, which can be viewed as a generalization of… CONTINUE READING
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References

Publications referenced by this paper.
Showing 1-10 of 14 references

Rogers.Procedural Elements for Computer Graphics

D F.
1998
View 2 Excerpts

Recursive Estimation of Motion, Structure, and Focal Length

IEEE Trans. Pattern Anal. Mach. Intell. • 1995
View 1 Excerpt

Motion Analysis for Image Enhancement: Resolution, Occlusion, and Transparency

J. Visual Communication and Image Representation • 1993
View 1 Excerpt

Visual servo control of robots using kalma n filter estimates of robot pose realtive to work-pieces

W. W. Wilson
editor,Visual Servoing. World Scientific, • 1993
View 1 Excerpt

Improving resolution by image registration

CVGIP: Graphical Model and Image Processing • 1991
View 1 Excerpt

Recursi ve 3-d motion estimation from a monocular image sequence

T. Broida, S. Chandrashekhar, R. Chellappa
IEEE Trans. Aerospace and Electronic Systems , • 1990
View 2 Excerpts

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