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Fast Target Recognition on Mobile Devices: Revisiting Gaussian Elimination for the Estimation of Planar Homographies

Olexa Bilaniuk, Hamid Bazargani, Robert Laganière
CVPRW 2014 pp. 119-125
doi:10.1109/CVPRW.2014.23 /cvprw/2014/bilaniuk2014cvprw-fast/

Abstract

This work analyzes the problem of homography estimation for robust target matching in the context of real-time mobile vision. We present a device-friendly implementation of the Gaussian Elimination algorithm and show that our optimized approach can significantly improve the homography estimation step in a hypothesize-and-verify scheme. Experiments are performed on image sequences in which both speed and accuracy are evaluated and compared with conventional homography estimation schemes.

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Cite

Text

Bilaniuk et al. "Fast Target Recognition on Mobile Devices: Revisiting Gaussian Elimination for the Estimation of Planar Homographies." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2014. doi:10.1109/CVPRW.2014.23

Markdown

[Bilaniuk et al. "Fast Target Recognition on Mobile Devices: Revisiting Gaussian Elimination for the Estimation of Planar Homographies." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2014.](https://mlanthology.org/cvprw/2014/bilaniuk2014cvprw-fast/) doi:10.1109/CVPRW.2014.23

BibTeX

@inproceedings{bilaniuk2014cvprw-fast,
  title     = {{Fast Target Recognition on Mobile Devices: Revisiting Gaussian Elimination for the Estimation of Planar Homographies}},
  author    = {Bilaniuk, Olexa and Bazargani, Hamid and Laganière, Robert},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
  year      = {2014},
  pages     = {119-125},
  doi       = {10.1109/CVPRW.2014.23},
  url       = {https://mlanthology.org/cvprw/2014/bilaniuk2014cvprw-fast/}
}