Photometric heat kernel signatures
Kovnatsky A, Bronstein MM, Bronstein AM, Kimmel R. 2012. Photometric heat kernel signatures. 3rd International Conference on Scale Space and Variational Methods in Computer Vision. SSVM: Scale Space and Variational Methods in Computer Vision, LNCS, vol. 6667, 616–627.
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Conference Paper
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Author
Kovnatsky, Artiom;
Bronstein, Michael M.;
Bronstein, Alex M.ISTA 
;
Kimmel, Ron
;
Kimmel, RonSeries Title
LNCS
Abstract
In this paper, we explore the use of the diffusion geometry framework for the fusion of geometric and photometric information in local heat kernel signature shape descriptors. Our construction is based on the definition of a diffusion process on the shape manifold embedded into a high-dimensional space where the embedding coordinates represent the photometric information. Experimental results show that such data fusion is useful in coping with different challenges of shape analysis where pure geometric and pure photometric methods fail.
Publishing Year
Date Published
2012-01-09
Proceedings Title
3rd International Conference on Scale Space and Variational Methods in Computer Vision
Publisher
Springer Nature
Volume
6667
Page
616-627
Conference
SSVM: Scale Space and Variational Methods in Computer Vision
Conference Location
Ein-Gedi, Israel
Conference Date
2011-05-29 – 2011-06-02
ISBN
ISSN
eISSN
IST-REx-ID
Cite this
Kovnatsky A, Bronstein MM, Bronstein AM, Kimmel R. Photometric heat kernel signatures. In: 3rd International Conference on Scale Space and Variational Methods in Computer Vision. Vol 6667. Springer Nature; 2012:616-627. doi:10.1007/978-3-642-24785-9_52
Kovnatsky, A., Bronstein, M. M., Bronstein, A. M., & Kimmel, R. (2012). Photometric heat kernel signatures. In 3rd International Conference on Scale Space and Variational Methods in Computer Vision (Vol. 6667, pp. 616–627). Ein-Gedi, Israel: Springer Nature. https://doi.org/10.1007/978-3-642-24785-9_52
Kovnatsky, Artiom, Michael M. Bronstein, Alex M. Bronstein, and Ron Kimmel. “Photometric Heat Kernel Signatures.” In 3rd International Conference on Scale Space and Variational Methods in Computer Vision, 6667:616–27. Springer Nature, 2012. https://doi.org/10.1007/978-3-642-24785-9_52.
A. Kovnatsky, M. M. Bronstein, A. M. Bronstein, and R. Kimmel, “Photometric heat kernel signatures,” in 3rd International Conference on Scale Space and Variational Methods in Computer Vision, Ein-Gedi, Israel, 2012, vol. 6667, pp. 616–627.
Kovnatsky A, Bronstein MM, Bronstein AM, Kimmel R. 2012. Photometric heat kernel signatures. 3rd International Conference on Scale Space and Variational Methods in Computer Vision. SSVM: Scale Space and Variational Methods in Computer Vision, LNCS, vol. 6667, 616–627.
Kovnatsky, Artiom, et al. “Photometric Heat Kernel Signatures.” 3rd International Conference on Scale Space and Variational Methods in Computer Vision, vol. 6667, Springer Nature, 2012, pp. 616–27, doi:10.1007/978-3-642-24785-9_52.
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