Abstract
This paper considers the problem of 3D motion recovery from a sequence of monocular images while zooming. Unlike the common trend based on point matches, the proposed method relies on the deformation of an active contour fitted to a reference object. We derive the relation between the contour deformation and the 3D motion components, assuming time-varying focal length and principal point. This relation allows us to present a method to extract the rotation matrix and the scaled translation along the optical axis.
| Original language | English |
|---|---|
| Pages (from-to) | 219-227 |
| Number of pages | 9 |
| Journal | Robotics and Autonomous Systems |
| Volume | 44 |
| Issue number | 3-4 |
| DOIs | |
| Publication status | Published - Mar 2003 |
| Event | Best Papers Presented at IAS-7 - Marina del Rey, CA, United States Duration: 1 Mar 2002 → 1 Mar 2002 |
Keywords
- 3D motion recovery
- Active contours
- Autocalibration
- Egomotion
- Planar constraints
- Time-varying internal parameters
- Visual odometry
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