Uncontrolled Modulation Imaging

Abstract

To obtain high dynamic range or hyperspectral images, multiple frames of the same field of view are acquired while the imaging settings are modulated; images are taken at different exposures or through different wavelength bands. A major problem associated with such modulations has been the need for perfect synchronization between image acquisition and modulation control. In the past, this problem has been addressed by using sophisticated servo-control mechanisms. In this work, we show that the process of modulation imaging can be made much simpler by using vision algorithms to automatically relate each acquired frame to its corresponding modulation level. This correspondence is determined solely from the acquired image sequence and does not require measurement or control of the modulation. The image acquisition and the modulation work continuously, in parallel, and independently. We refer to this approach as computational synchronization. It makes the imaging process simple and easy to implement. We have developed a prototype modulation imaging system that uses computational synchronization and used it to acquire high dynamic range and multispectral images.

Cite

Text

Schechner and Nayar. "Uncontrolled Modulation Imaging." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2004. doi:10.1109/CVPR.2004.255

Markdown

[Schechner and Nayar. "Uncontrolled Modulation Imaging." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2004.](https://mlanthology.org/cvpr/2004/schechner2004cvpr-uncontrolled/) doi:10.1109/CVPR.2004.255

BibTeX

@inproceedings{schechner2004cvpr-uncontrolled,
  title     = {{Uncontrolled Modulation Imaging}},
  author    = {Schechner, Yoav Y. and Nayar, Shree K.},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year      = {2004},
  pages     = {197-204},
  doi       = {10.1109/CVPR.2004.255},
  url       = {https://mlanthology.org/cvpr/2004/schechner2004cvpr-uncontrolled/}
}