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Fast Feature-Based Template Matching, Based on Efficient Keypoint Extraction

机译:基于高效关键点提取的基于特征的快速模板匹配

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摘要

In order to improve the performance of feature-based template matching techniques, several research papers have been published.Real-time applications require the computational complexity of keypoint matching algorithms to be as low as possible.In this paper, we propose a method to improve the keypoint detection stage of feature-based template matching algorithms. Our experiment results show that the proposed method outperforms keypoint matching techniques in terms of speed, keypoint stability and repeatability.
机译:为了提高基于特征的模板匹配技术的性能,已经发表了几篇研究论文。实时应用要求关键点匹配算法的计算复杂度要尽可能低。基于特征的模板匹配算法的关键点检测阶段。我们的实验结果表明,该方法在速度,关键点稳定性和可重复性方面均优于关键点匹配技术。

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