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Angle measurement for cross-line target image based on fourier-polar transform algorithm

机译:基于傅里叶极性变换算法的跨线目标图像的角度测量

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In visual detection fields based on line-structured light, the analysis of optical stripe image is a key problem. For the cross-line target image, through measuring the angle between two linear optical stripes the target position or some system's parameters can be obtained. The traditional technique usually needs many preprocessing steps including image filtering, threshold segmentation, thinning processing and so on. For the images with low signal noise ratio or non-uniform intensity distribution, their application performance will be challenged. Based on the characteristic of translation invariance and rotation synchronization of two-dimensional Fourier transform, the paper combines Fourier transform with polar transform to form new Fourier-polar transform algorithm. It implements the angle measurement in the frequency-domain replaced in the spatial domain. At the same time, to improve the convenient of compute, the polar transform is adopted to calculate the distribution direction of amplitude spectrum energy. The proposed Fourier-polar transform algorithm uses the overall information of the image, and the calculating process is simple and no requirement of image preprocessing. Therefore, it can be applied to measure the angle of cross-line target image in low quality image such as low signal-to-noise ratio or with noise.
机译:在基于线结构光的视觉检测场中,光学条带图像的分析是关键问题。对于横向目标图像,通过测量两个线性光学条之间的角度,可以获得目标位置或某些系统的参数。传统技术通常需要许多预处理步骤,包括图像滤波,阈值分割,减薄处理等。对于具有低信噪比或非均匀强度分布的图像,它们的应用性能将受到挑战。基于翻译不变性和二维傅里叶变换的旋转同步的特性,将傅里叶变换与极变换相结合,形成了新的傅立叶极变换算法。它实现了在空间域中替换的频域中的角度测量。同时,为了提高计算的方便,采用极性变换来计算幅度谱能量的分布方向。所提出的傅立叶极性变换算法使用图像的整体信息,并且计算过程简单且不要求图像预处理。因此,可以应用于测量低质量图像中的串线目标图像的角度,例如低信噪比或噪声。

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