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Efficient Synthetic Refocusing Method from Multiple Coded Aperture Images for 3D User Interaction

机译:来自3D用户交互的多个编码孔径图像的高效合成重聚焦方法

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摘要

In this paper, we propose an efficient synthetic refocusing method from multiple coded aperture images for 3D user interaction. The proposed method is applied to a flat panel display with a sensor panel which forms lens-less multi-view cameras. To capture the scene in front of the display, the modified uniformly redundant arrays (MURA) patterns are displayed on the LCD screen without the backlight. Through the imaging patterns on the LCD screen, MURA coded images are captured in the sensor panel. Instead of decoding all coded images to synthetically generate a refocused image, the proposed method only decodes one coded image corresponding to the refocusing image at a certain distance after circularly shifting and averaging all coded images. Further, based on the proposed refocusing method, the depth of an object in front of the display is estimated by finding the most focused image for each pixel through a stack of the refocused images at different depth levels. Experimental results show that the proposed method captures an object in front of the display, generates refocused images at different depth levels, and accurately determines the depth of an object including real human hands near the display.
机译:在本文中,我们从3D用户交互的多个编码孔径图像中提出了一种有效的合成重聚焦方法。所提出的方法被应用于具有传感器面板的平板显示器,该传感器面板形成了无透镜多视点相机。为了捕获显示器前的场景,修改后的均匀冗余阵列(MURA)模式显示在LCD屏幕上而没有背光。通过LCD屏幕上的成像图案,MURA编码图像被捕获在传感器面板中。代替对所有编码图像进行解码以合成生成重新聚焦图像,所提出的方法仅在循环移位并平均所有编码图像之后才在特定距离处解码与重新聚焦图像相对应的一个编码图像。此外,基于所提出的重聚焦方法,通过在不同深度级别的一堆重聚焦图像中找到每个像素的最聚焦图像,来估计显示器前方物体的深度。实验结果表明,该方法可以捕获显示器前方的物体,并在不同深度级别生成重新聚焦的图像,并可以精确地确定包括显示器附近的真人手在内的物体的深度。

著录项

  • 来源
    《Computational imaging XI》|2013年|86570W.1-86570W.8|共8页
  • 会议地点 Burlingame CA(US)
  • 作者单位

    Samsung Advanced Institute of Technology, San 14-1, Nongseo-Dong, Giheung-Gu, Yongin-Si, Gyeonggi-Do, Republic of Korea, 446-712;

    Samsung Advanced Institute of Technology, San 14-1, Nongseo-Dong, Giheung-Gu, Yongin-Si, Gyeonggi-Do, Republic of Korea, 446-712;

    Samsung Advanced Institute of Technology, San 14-1, Nongseo-Dong, Giheung-Gu, Yongin-Si, Gyeonggi-Do, Republic of Korea, 446-712;

    Samsung Advanced Institute of Technology, San 14-1, Nongseo-Dong, Giheung-Gu, Yongin-Si, Gyeonggi-Do, Republic of Korea, 446-712;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Coded aperture imaging; MURAs; lens-less imaging; synthetic refocusing; 3d user interaction; depth estimation; image reconstruction;

    机译:编码孔径成像; MURA;无镜头成像;合成重新聚焦; 3d用户互动;深度估计;影像重建;

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