Abstract
We propose an efficient alignment method for textured Doo-Sabin subdivision surface templates. A variation of the inverse compositional image alignment is derived by introducing smooth adjustments in the parametric space of the surface and relating them to the control point increments. The convergence properties of the proposed method are improved by a coarse-to-fine multiscale matching. The method is applied to real-time tracking of specially marked surfaces from a single camera view.
Chapter PDF
References
Matthews, I., Baker, S.: Active appearance models revisited. Technical Report CMU-RI-TR-03-02, Robotics Institute, Carnegie Mellon University, Pittsburgh, PA (2003)
Cascia, M.L., Sclaroff, S., Athitsos, V.: Fast, reliable head tracking under varying illumination: An approach based on robust registration of texture-mapped 3d models. IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI) 22 (2000)
Zorin, D., Schröder, P. (eds.): Subdivision for Modeling and Animation. Course Notes. ACM SIGGRAPH (1999)
Baker, S., Matthews, I.: Equivalence and efficiency of image alignment algorithms. In: Proc. of the CVPR (2001)
Szeliski, R., Shum, H.Y.: Motion estimation with quadtree splines. IEEE Transactions on Pattern Analysis and Machine Intelligence 18, 1199–1210 (1996)
Simoncelli, E.: Bayesian multi-scale differential optical flow. In: Handbook of Computer Vision and Applications, pp. 128–129 (1993)
Borgefors, G.: Hierarchical chamfer matching: A parametric edge matching algorithm. IEEE Transactions on Pattern Analysis and Machine Intelligence 10, 849–865 (1988)
Sclaroff, S., Isidoro, J.: Active blobs. In: Proceedings of ICCV 1998, pp. 1146–1153 (1998)
Doo, D., Sabin, M.: Behaviour of recursive division surfaces near extraordinary points. Computer-Aided Design 10, 356–360 (1978)
Warren, J., Weimer, H.: Subdivision Methods For Geometric Design: A Constructive Approach. Morgan Kaufmann, San Francisco (2001)
Zorin, D., Schröder, P.: A unified framework for primal/dual quadrilateral subdivision schemes. CAGD 18, 429–454 (2001)
Shi, J., Tomasi, C.: Good features to track. In: CVPR, pp. 593–600 (1994)
Guskov, I., Klibanov, S., Bryant, B.: Trackable surfaces. In: Proceedings of ACM/EG Symposium on Computer Animation, pp. 251–257 (2003)
Gleicher, M.: Projective registration with difference decomposition. In: Proc. of IEEE CVPR 1997, pp. 331–337 (1997)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2004 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Guskov, I. (2004). Multiscale Inverse Compositional Alignment for Subdivision Surface Maps. In: Pajdla, T., Matas, J. (eds) Computer Vision - ECCV 2004. ECCV 2004. Lecture Notes in Computer Science, vol 3021. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-24670-1_11
Download citation
DOI: https://doi.org/10.1007/978-3-540-24670-1_11
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-21984-2
Online ISBN: 978-3-540-24670-1
eBook Packages: Springer Book Archive