A boundary migration model for imaging within volumetric scattering media

被引:21
作者
Du, Dongyu [1 ]
Jin, Xin [1 ]
Deng, Rujia [1 ]
Kang, Jinshi [1 ]
Cao, Hongkun [1 ]
Fan, Yihui [1 ]
Li, Zhiheng [1 ]
Wang, Haoqian [1 ]
Ji, Xiangyang [2 ,3 ,4 ]
Song, Jingyan [5 ]
机构
[1] Tsinghua Univ, Shenzhen Int Grad Sch, Shenzhen 518055, Peoples R China
[2] Tsinghua Univ, Dept Automat, Beijing 100084, Peoples R China
[3] Tsinghua Univ, Inst Brain & Cognit Sci, Beijing 100084, Peoples R China
[4] Tsinghua Univ, Beijing Natl Res Ctr Informat Sci & Technol, Beijing 100084, Peoples R China
[5] Tsinghua Innovat Ctr Zhuhai, Zhuhai 519080, Peoples R China
基金
中国国家自然科学基金;
关键词
TURBID MEDIA; TIME; PROPAGATION; CORNERS; LAYERS; LIGHT; WAVES;
D O I
10.1038/s41467-022-30948-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Imaging in scattering media is challenging due to signal attenuation and strong coupling of scattered and signal photons. The authors present a boundary migration model of the scattered field, converting scattered measurements in spectral form to scene information in temporal domain, and image Lambertian objects in highly scattering media. Effectively imaging within volumetric scattering media is of great importance and challenging especially in macroscopic applications. Recent works have demonstrated the ability to image through scattering media or within the weak volumetric scattering media using spatial distribution or temporal characteristics of the scattered field. Here, we focus on imaging Lambertian objects embedded in highly scattering media, where signal photons are dramatically attenuated during propagation and highly coupled with background photons. We address these challenges by providing a time-to-space boundary migration model (BMM) of the scattered field to convert the scattered measurements in spectral form to the scene information in the temporal domain using all of the optical signals. The experiments are conducted under two typical scattering scenarios: 2D and 3D Lambertian objects embedded in the polyethylene foam and the fog, which demonstrate the effectiveness of the proposed algorithm. It outperforms related works including time gating in terms of reconstruction precision and scattering strength. Even though the proportion of signal photons is only 0.75%, Lambertian objects located at more than 25 transport mean free paths (TMFPs), corresponding to the round-trip scattering length of more than 50 TMFPs, can be reconstructed. Also, the proposed method provides low reconstruction complexity and millisecond-scale runtime, which significantly benefits its application.
引用
收藏
页数:10
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