雀巢:通过嵌套圈提取兴趣点

Erhan Gundogdu, Aydin Alatan
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引用次数: 0

摘要

提出了一种新的低复杂度特征提取算法,在检测过程中平均每像素只进行一次比较。虽然与最先进的算法的复杂性相比,该算法的单尺度版本仍然相当有效,但还提出了一个多尺度版本来处理模糊和尺度变化。对这些关键点可重复性的性能测试表明,该算法由于其效率和具有竞争力的可重复性性能,在许多资源有限的计算机视觉应用中具有良好的应用前景。
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Nestle: Interest point extraction via nested circles
A novel low complexity feature extraction algorithm, only performing by a single comparison per pixel on the average during detection is proposed. While single-scale version of the algorithm remains quite efficient compared against the complexity of the state-of-the-art algorithms, a multi-scale version is also proposed to handle blur and scale changes. The performance tests on the repeatability of these keypoints signify the promising performance of the proposed algorithm to be used in many resource limited computer vision applications due to its efficiency and competitive repeatability performance.
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