A Method of Eliminating Interreflection in 3D Reconstruction using Structured Light 3D Camera
Lam Quang Bui, Sukhan Lee
2014
Abstract
Interreflection, which is one of main components of the global illumination effect, degrades the performance of structured light 3D camera. In this paper, we present a method of eliminating interreflection in 3D reconstruction using structured light 3D camera without any modification of the structured light pattern. The key idea is to rely on the patterns in final layer of HOC (Hierarchical Orthogonal Coding), where the effect of interreflection is weakest due to small light stripes in the pattern, to eliminate the reflected boundaries as well as fill the missing boundaries in upper layers. Experimental results show that the effect of interreflection in proposed algorithm is significantly reduced in comparison with original decoding method of HOC. The proposed method can be readily incorporated into existing structured light 3D cameras without any extra pattern or hardware.
References
- D. Forsyth and A. Zisserman, 1989. Mutual illumination. Computer Vision and Pattern Recognition.
- D. Forsyth and A. Zisserman, 1990. Shape from shading in the light of mutual illumination. Image and Vision Computing.
- B. V. Funt andM. S. Drew, 1993. Color space analysis of mutual illumination. IEEE Transactions on Pattern Analysis and Machine Intelligence.
- B. V. Funt, M. S. Drew, and J. Ho, 1991. Color constancy from mutual reflection. International Journal of Computer Vision.
- J. Ho, B. V. Funt, and M. S. Drew, 1990. Separating a color signal into illumination and surface reflectance components: Theory and applications. IEEE Transactions on Pattern Analysis and Machine Intelligence.
- S. Nayar, K. Ikeuchi, and T. Kanade, 1991. Shape from interreflections. International Journal of Computer Vision.
- S. Nayar and Y. Gong, 1992. Colored interreflections and shape recovery. In DARPA Image Understanding Workshop (IUW), pages 333-343.
- S. Nayar, G. Krishnan, M. Grossberg, and R. Raskar, 2006. Fast separation of direct and global components of a scene using high frequency illumination. In Proceedings of ACM SIGGRAPH.
- S. Seitz, Y. Matsushita, and K. Kutulakos, 2005. A theory of inverse light transport. In International Conference on Computer Vision.
- S. Lee, J. Choi, D. Kim et al., 2005. Signal Separation Coding for Robust Depth Imaging Based on Structured Light. Proceedings of the IEEE International Conference on Robotics and Automation, pp. 4430-4436.
Paper Citation
in Harvard Style
Quang Bui L. and Lee S. (2014). A Method of Eliminating Interreflection in 3D Reconstruction using Structured Light 3D Camera . In Proceedings of the 9th International Conference on Computer Vision Theory and Applications - Volume 3: VISAPP, (VISIGRAPP 2014) ISBN 978-989-758-009-3, pages 640-647. DOI: 10.5220/0004744906400647
in Bibtex Style
@conference{visapp14,
author={Lam Quang Bui and Sukhan Lee},
title={A Method of Eliminating Interreflection in 3D Reconstruction using Structured Light 3D Camera},
booktitle={Proceedings of the 9th International Conference on Computer Vision Theory and Applications - Volume 3: VISAPP, (VISIGRAPP 2014)},
year={2014},
pages={640-647},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004744906400647},
isbn={978-989-758-009-3},
}
in EndNote Style
TY - CONF
JO - Proceedings of the 9th International Conference on Computer Vision Theory and Applications - Volume 3: VISAPP, (VISIGRAPP 2014)
TI - A Method of Eliminating Interreflection in 3D Reconstruction using Structured Light 3D Camera
SN - 978-989-758-009-3
AU - Quang Bui L.
AU - Lee S.
PY - 2014
SP - 640
EP - 647
DO - 10.5220/0004744906400647