One-Shot Hyperspectral Imaging Using Faced Reflectors
Abstract
Hyperspectral imaging is a useful technique for various computer vision tasks such as material recognition. However, such technique usually requires an expensive and professional setup and is time-consuming because a conventional hyperspectral image consists of a large number of observations. In this paper, we propose a novel technique of one-shot hyperspectral imaging using faced reflectors on which color filters are attached. The key idea is based on the principle that each of multiple reflections on the filters has a different spectrum, which allows us to observe multiple intensities through different spectra. Our technique can be implemented either by a coupled mirror or a kaleidoscope geometry. Experimental results show that our technique is capable of accurately capturing a hyperspectral image by using a coupled mirror setup which is readily available.
Cite
Text
Takatani et al. "One-Shot Hyperspectral Imaging Using Faced Reflectors." Conference on Computer Vision and Pattern Recognition, 2017. doi:10.1109/CVPR.2017.288Markdown
[Takatani et al. "One-Shot Hyperspectral Imaging Using Faced Reflectors." Conference on Computer Vision and Pattern Recognition, 2017.](https://mlanthology.org/cvpr/2017/takatani2017cvpr-oneshot/) doi:10.1109/CVPR.2017.288BibTeX
@inproceedings{takatani2017cvpr-oneshot,
title = {{One-Shot Hyperspectral Imaging Using Faced Reflectors}},
author = {Takatani, Tsuyoshi and Aoto, Takahito and Mukaigawa, Yasuhiro},
booktitle = {Conference on Computer Vision and Pattern Recognition},
year = {2017},
doi = {10.1109/CVPR.2017.288},
url = {https://mlanthology.org/cvpr/2017/takatani2017cvpr-oneshot/}
}