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Lensless imaging by compressive sensing

机译:通过压缩感测进行无镜头成像

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In this paper, we propose a lensless compressive imaging architecture. The architecture consists of two components, an aperture assembly and a sensor. No lens is used. The aperture assembly consists of a two dimensional array of aperture elements. The transmittance of each aperture element is independently controllable. The sensor is a single detection element. A compressive sensing matrix is implemented by adjusting the transmittance of the individual aperture elements according to the values of the sensing matrix. The proposed architecture is simple and reliable because no lens is used. The architecture can be used for capturing images of visible and other spectra such as infrared, or millimeter waves, in surveillance applications for detecting anomalies or extracting features such as speed of moving objects. Multiple sensors may be used with a single aperture assembly to capture multiview images simultaneously. A prototype was built by using a LCD panel and a photoelectric sensor for capturing images of visible spectrum.
机译:在本文中,我们提出了无透镜压缩成像架构。该体系结构由两个组件组成,一个光圈组件和一个传感器。不使用镜头。孔组件由孔元件的二维阵列组成。每个光圈元件的透射率是可独立控制的。传感器是单个检测元件。通过根据感测矩阵的值调节各个孔径元件的透射率来实现压缩感测矩阵。由于不使用透镜,因此所提出的体系结构简单且可靠。该体系结构可用于监视应用程序中的可见光谱和其他光谱图像(例如红外或毫米波)的捕获,以检测异常或提取特征(例如移动物体的速度)。多个传感器可以与单个光圈组件一起使用,以同时捕获多视图图像。通过使用LCD面板和光电传感器捕获可见光谱的图像来构建原型。

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