论文标题
所有光子成像的自动分化,可以看到体积散射介质内部
Automatic Differentiation for All Photons Imaging to See Inside Volumetric Scattering Media
论文作者
论文摘要
通过密集的散射培养基(例如生物组织,雾和烟雾)成像在医学和机器人领域中都有应用。我们通过使用均匀的散射介质对所有光子进行成像的自动分化提出了一个新框架,该介质具有未知的光学特性,用于非侵入性感应和诊断。我们克服了所有光子成像中照明源可见成像目标的需求,从而通过简单的光学设置使实用和非侵入性成像通过浑浊的成像。我们的方法不需要校准来获取介质的传感器位置或光学特性。
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.