Canonical Decomposition of Steerable Functions

Hel-Or, Yacov; Teo, Patrick C.

doi:10.1109/CVPR.1996.517165

Canonical Decomposition of Steerable Functions

Yacov Hel-Or, Patrick C. Teo

CVPR 1996 pp. 809-816

doi:10.1109/CVPR.1996.517165 /cvpr/1996/helor1996cvpr-canonical/

Abstract

Steerable functions find application in numerous problems in image processing, computer vision and computer graphics. As such, it is important to develop the appropriate mathematical tools to analyze them. In this paper, we introduce the mathematics of Lie group theory in the context of steerable functions and present a canonical decomposition of these functions under any transformation group. The theory presented in this paper can be applied and extended in various ways.

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Cite

Text

Hel-Or and Teo. "Canonical Decomposition of Steerable Functions." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1996. doi:10.1109/CVPR.1996.517165

Markdown

[Hel-Or and Teo. "Canonical Decomposition of Steerable Functions." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1996.](https://mlanthology.org/cvpr/1996/helor1996cvpr-canonical/) doi:10.1109/CVPR.1996.517165

BibTeX

@inproceedings{helor1996cvpr-canonical,
  title     = {{Canonical Decomposition of Steerable Functions}},
  author    = {Hel-Or, Yacov and Teo, Patrick C.},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year      = {1996},
  pages     = {809-816},
  doi       = {10.1109/CVPR.1996.517165},
  url       = {https://mlanthology.org/cvpr/1996/helor1996cvpr-canonical/}
}