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Fast level-set image processing using optoelectronic processing

机译:快速级别设置图像处理使用光电理处理

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Level set methods have recently been applied to a number of image processing and computer vision applications. However, they have been suffered from the computational complexity. This paper exploits the parallel processing capability of opto-electronic signal processing systems for real-time level-set computation. The most timeconsuming operation in level set methods is the computation of the signed distance function from each grid point to the zero-level set. We show that it can be represented by thresholded correlation operations, and therefore it can be easily realized using an optical correlator. A fast level-set image processing system is constructed based on a joint transform correlation architecture. The simulation results are given.
机译:最近已应用于许多图像处理和计算机视觉应用程序的级别设置方法。然而,它们受到了计算的复杂性。本文利用光电信号处理系统进行实时级别计算的并行处理能力。级别设置方法中最多的时间编号操作是计算从每个网格点到零级集的符号距离功能。我们表明它可以通过阈值的相关操作来表示,因此可以使用光学相关器容易地实现。基于关节变换相关架构构建快速级别图像处理系统。给出了仿真结果。

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