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Real-time detection of rotated patterns using FPGA

机译:使用FPGA的旋转模式的实时检测

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In this paper, we describe an approach for real-time detection of rotated patterns in an image using FPGA. In many approaches, a two-dimensional pattern and the target regions in the image are transformed to one-dimensional arrays or several pattern specific values which are invariant to rotation, and the regions in which the pattern may exist are listed up using them. These approaches make it possible to narrow down the candidate regions with less computational cost, but the sensitivity depends on how to define the transform method. In our approach, each region in a given image is directly compared with a sequence of the rotated patterns using direct cross-correlation, and the positions and rotation angles of the patterns in the image can be found during a scan. This approach requires high computational cost, but by calculating the cross-correlation's of a region and the sequence of the rotated patterns incrementally starting from the non-rotated pattern, and by reducing the number of the operations for the cross-correlation considering the equality of the pixel values in the pattern, it becomes possible to realize real-time detection of the rotated patterns with one FPGA.
机译:在本文中,我们描述了使用FPGA实时检测图像中旋转模式的方法。在许多方法中,图像中的二维图案和目标区域被变换为一维阵列或几种模式特定值,它们不变地旋转,以及使用它们的图案的区域被列出。这些方法使得可以以较少的计算成本缩小候选区域,但灵敏度取决于如何定义变换方法。在我们的方法中,给定图像中的每个区域与使用直接互相关的旋转图案的序列进行比较,并且可以在扫描期间找到图像中的图案的位置和旋转角度。该方法需要高计算成本,而是通过计算从非旋转模式逐渐地从非旋转模式逐渐开始的区域和旋转模式的序列,以及考虑到相等的互相关的操作的数量图案中的像素值,可以实现具有一个FPGA的旋转模式的实时检测。

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