INSTITUT FUR¨ INFORMATIK UND PRAKTISCHE MATHEMATIK Pose Estimation Revisited Bodo Rosenhahn Bericht Nr. 0308 September 2003 CHRISTIAN-ALBRECHTS-UNIVERSITAT¨ KIEL Institut f¨ur Informatik und Praktische Mathematik der Christian-Albrechts-Universit¨at zu Kiel Olshausenstr. 40 D – 24098 Kiel Pose Estimation Revisited Bodo Rosenhahn Bericht Nr. 0308 September 2003 e-mail:
[email protected] “Dieser Bericht gibt den Inhalt der Dissertation wieder, die der Verfasser im April 2003 bei der Technischen Fakult¨at der Christian-Albrechts-Universit¨at zu Kiel eingereicht hat. Datum der Disputation: 19. August 2003.” 1. Gutachter Prof. G. Sommer (Kiel) 2. Gutachter Prof. D. Betten (Kiel) 3. Gutachter Dr. L. Dorst (Amsterdam) Datum der m¨undlichen Pr¨ufung: 19.08.2003 ABSTRACT The presented thesis deals with the 2D-3D pose estimation problem. Pose estimation means to estimate the relative position and orientation of a 3D ob- ject with respect to a reference camera system. The main focus concentrates on the geometric modeling and application of the pose problem. To deal with the different geometric spaces (Euclidean, affine and projective ones), a homogeneous model for conformal geometry is applied in the geometric algebra framework. It allows for a compact and linear modeling of the pose scenario. In the chosen embedding of the pose problem, a rigid body motion is represented as an orthogonal transformation whose parameters can be es- timated efficiently in the corresponding Lie algebra. In addition, the chosen algebraic embedding allows the modeling of extended features derived from sphere concepts in contrast to point concepts used in classical vector cal- culus.