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Turning a ToF camera into an illumination tester: Multichannel waveform recovery from few measurements using compressed sensing

机译:将TOF相机转换为照明测试仪:使用压缩感测的几次测量来恢复多通道波形恢复

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A critical element of any Time-of-Flight (ToF) 3D imaging system is the illumination. Most commercial solutions are restricted to short range indoor operation and use simple illumination setups of single or few LEDs, grouped together. Recent developments towards medium and long range ToF imaging, ready for outdoor operation, bring the need for powerful illumination setups, constituted by many emitters, which might be grouped in distributed modules. Provided that the depth accuracy of ToF cameras strongly depends on the quality of the illumination waveform, assuring that a complex illumination system is providing a homogeneous in-phase wavefront is of capital importance to minimize systematic inaccuracies. In this work we present a novel framework for multichannel simultaneous testing of illumination waveforms, which is able to recover the waveform of the incident light on each pixel of a ToF camera, exploiting the sparsity of typical continuous wave (CW) illumination signals in frequency domain.
机译:任何飞行时间(TOF)3D成像系统的关键要素是照明。大多数商业解决方案仅限于短程室内操作,并使用单个或少数LED的简单照明设置组合在一起。最近对中长期TOF成像的发展,为户外操作提供了适用于许多发射器构成的强大照明设置的需求,这可能在分布式模块中分组。此外,TOF相机的深度精度强烈地取决于照明波形的质量,确保复杂的照明系统提供均匀的同型波前,这是最重要的,以最大限度地减少系统不准确性。在这项工作中,我们提出了一种用于多通道的多通道同时测试照明波形的框架,其能够在TOF相机的每个像素上恢复入射光的波形,利用频域中典型的连续波(CW)照明信号的稀疏性。

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