Automatic Differentiation for All Photons Imaging to See Inside Volumetric Scattering Media
Image and Video Processing
2020-06-04 v1 Computer Vision and Pattern Recognition
Abstract
Imaging through dense scattering media - such as biological tissue, fog, and smoke - has applications in the medical and robotics fields. We propose a new framework using automatic differentiation for All Photons Imaging through homogeneous scattering media with unknown optical properties for non-invasive sensing and diagnostics. We overcome the need for the imaging target to be visible to the illumination source in All Photons Imaging, enabling practical and non-invasive imaging through turbid media with a simple optical setup. Our method does not require calibration to acquire the sensor position or optical properties of the media.
Cite
@article{arxiv.2006.01897,
title = {Automatic Differentiation for All Photons Imaging to See Inside Volumetric Scattering Media},
author = {Tomohiro Maeda and Ankit Ranjan and Ramesh Raskar},
journal= {arXiv preprint arXiv:2006.01897},
year = {2020}
}