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基于相场绕射的快速非视距成像系统重建。

Phasor field diffraction based reconstruction for fast non-line-of-sight imaging systems.

机构信息

Department of Electrical and Computer Engineering, University of Wisconsin - Madison, Madison, WI, USA.

Department of Biostatistics and Medical Informatics, University of Wisconsin - Madison, Madison, WI, USA.

出版信息

Nat Commun. 2020 Apr 2;11(1):1645. doi: 10.1038/s41467-020-15157-4.

Abstract

Non-line-of-sight (NLOS) imaging recovers objects using diffusely reflected indirect light using transient illumination devices in combination with a computational inverse method. While capture systems capable of collecting light from the entire NLOS relay surface can be much more light efficient than single pixel point scanning detection, current reconstruction algorithms for such systems have computational and memory requirements that prevent real-time NLOS imaging. Existing real-time demonstrations also use retroreflective targets and reconstruct at resolutions far below the hardware limits. Our method presented here enables the reconstruction of room-sized scenes from non-confocal, parallel multi-pixel measurements in seconds with less memory usage. We anticipate that our method will enable real-time NLOS imaging when used with emerging single-photon avalanche diode array detectors with resolution only limited by the temporal resolution of the sensor.

摘要

非视线(NLOS)成像是利用瞬态照明设备和计算反演方法,通过漫反射间接光来恢复物体。虽然能够从整个 NLOS 中继面收集光的捕获系统比单像素点扫描检测效率更高,但此类系统的现有重建算法的计算和内存要求限制了实时 NLOS 成像。现有的实时演示也使用了后向反射目标,并以远低于硬件限制的分辨率进行重建。我们在此提出的方法能够在几秒钟内使用非共焦、平行多像素测量重建出房间大小的场景,且内存使用量更少。我们预计,当与新兴的单光子雪崩二极管阵列探测器一起使用时,我们的方法将能够实现实时 NLOS 成像,其分辨率仅受传感器的时间分辨率限制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0338/7118131/8626961c63db/41467_2020_15157_Fig1_HTML.jpg

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