压缩SPAD阵列相机的深度和瞬态成像

Qilin Sun, Xiong Dun, Yifan Peng, W. Heidrich
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引用次数: 17

摘要

飞行时间深度成像和瞬态成像是近年来备受关注的两种成像方式。尽管进行了大量的研究,但现有的硬件系统要么在时间分辨率方面受到限制,要么过于昂贵。单光子雪崩二极管阵列(spad)有望以可承受的成本提供更高的时间分辨率来填补这一空白。不幸的是,SPAD阵列到目前为止只能在相对较小的分辨率下使用。在这项工作中,我们的目标是通过采用压缩感知相机设计来克服SPAD阵列的空间分辨率限制。使用DMD和自定义光学器件,我们在分辨率为64Ã-32的SPAD阵列上实现了高达800Ã-400的图像分辨率。利用我们的时间直方图数据拟合模型,在提取相位和幅度信息的同时抑制噪声,从而实现几十皮秒的时间分辨率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Depth and Transient Imaging with Compressive SPAD Array Cameras
Time-of-flight depth imaging and transient imaging are two imaging modalities that have recently received a lot of interest. Despite much research, existing hardware systems are limited either in terms of temporal resolution or are prohibitively expensive. Arrays of Single Photon Avalanche Diodes (SPADs) promise to fill this gap by providing higher temporal resolution at an affordable cost. Unfortunately SPAD arrays are to date only available in relatively small resolutions. In this work we aim to overcome the spatial resolution limit of SPAD arrays by employing a compressive sensing camera design. Using a DMD and custom optics, we achieve an image resolution of up to 800×400 on SPAD Arrays of resolution 64×32. Using our new data fitting model for the time histograms, we suppress the noise while abstracting the phase and amplitude information, so as to realize a temporal resolution of a few tens of picoseconds.
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