论文标题

来自瞬态辛图的有效的非视线成像

Efficient Non-Line-of-Sight Imaging from Transient Sinograms

论文作者

Isogawa, Mariko, Chan, Dorian, Yuan, Ye, Kitani, Kris, O'Toole, Matthew

论文摘要

非视线(NLOS)成像技术使用的光散布地反映了可见的表面(例如墙壁),以在拐角周围看到。一种方法涉及使用脉冲激光器和超快传感器来测量乘散射光的行程。与现有的NLOS技术通常需要在整个中继墙中密集的栅格扫描点,我们探索了一种更有效的NLOS扫描形式,从而减少了采集时间和计算要求。我们提出了一个圆形和共焦的非视线(C2NLOS)扫描,其中涉及照明和成像一个共同点,并沿着墙壁沿圆形路径扫描这一点。 We observe that (1) these C2NLOS measurements consist of a superposition of sinusoids, which we refer to as a transient sinogram, (2) there exists computationally efficient reconstruction procedures that transform these sinusoidal measurements into 3D positions of hidden scatterers or NLOS images of hidden objects, and (3) despite operating on an order of magnitude fewer measurements than previous approaches, these C2NLOS scans provide sufficient有关隐藏场景的信息,以解决这些不同的NLOS成像任务。我们显示了模拟和实际C2NLOS扫描的结果。

Non-line-of-sight (NLOS) imaging techniques use light that diffusely reflects off of visible surfaces (e.g., walls) to see around corners. One approach involves using pulsed lasers and ultrafast sensors to measure the travel time of multiply scattered light. Unlike existing NLOS techniques that generally require densely raster scanning points across the entirety of a relay wall, we explore a more efficient form of NLOS scanning that reduces both acquisition times and computational requirements. We propose a circular and confocal non-line-of-sight (C2NLOS) scan that involves illuminating and imaging a common point, and scanning this point in a circular path along a wall. We observe that (1) these C2NLOS measurements consist of a superposition of sinusoids, which we refer to as a transient sinogram, (2) there exists computationally efficient reconstruction procedures that transform these sinusoidal measurements into 3D positions of hidden scatterers or NLOS images of hidden objects, and (3) despite operating on an order of magnitude fewer measurements than previous approaches, these C2NLOS scans provide sufficient information about the hidden scene to solve these different NLOS imaging tasks. We show results from both simulated and real C2NLOS scans.

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