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Reconstruction of perspective shifts and refocusing of a three-dimensional scene from a multi-focus image stack

机译:从多焦点图像堆栈重建透视移动并重新聚焦三维场景

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摘要

The convergence of optical imaging acquisition and image processing algorithms is a fast-evolving interdisciplinary research field focused on the reconstruction of images with novel features of interest. We propose a method for post-capture perspective shift reconstruction (in the x, y, and z directions) of a three-dimensional scene as well as refocusing with apertures of arbitrary shapes and sizes from an optimal multi-focus image stack. The approach is based on the reorganization of the acquired visual information considering a depth-variant point-spread function, which allows it to be applied to strongly defocused multi-focus image stacks. Our method is performed without estimating the depth map or segmenting the in-focus regions. A conventional camera combined with an electrically tunable lens is used for image acquisition and does not require scale transformation or registration between the acquired images. Experimental results for both real and synthetic data images are provided and compared to state-of-the-art schemes. (C) 2016 Optical Society of America
机译:光学成像采集和图像处理算法的融合是一个快速发展的跨学科研究领域,致力于研究具有感兴趣的新颖特征的图像的重建。我们提出了一种用于三维场景的捕获后透视移动重建(在x,y和z方向上)以及使用来自最佳多焦点图像堆栈的任意形状和大小的光圈进行重新聚焦的方法。该方法基于考虑了深度变化点扩展功能的重组获取的视觉信息,从而可以将其应用于强烈散焦的多焦点图像堆栈。执行我们的方法时无需估计深度图或分割对焦区域。结合了电可调镜头的常规相机用于图像获取,并且不需要比例转换或在获取的图像之间进行配准。提供了真实数据图像和合成数据图像的实验结果,并将它们与最新方案进行了比较。 (C)2016美国眼镜学会

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