用于超像素分割的快速简单线性迭代聚类

2015 IEEE International Conference on Consumer Electronics (ICCE) Pub Date : 2015-03-26 DOI:10.1109/ICCE.2015.7066521

Kang-Sun Choi, Ki-Won Oh

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引用次数: 2

摘要

本文提出了一种简单线性迭代聚类的快速实现方法。通过利用自然图像的空间冗余，我们成功地减少了距离计算的次数。实验结果表明，在分割效果基本相同的情况下，该方法的分割速度比传统方法快2倍左右。

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Fast simple linear iterative clustering for superpixel segmentation

In this paper, a fast implementation of simple linear iterative clustering is presented. By exploiting spatial redundancy within natural images, we successfully reduce the number of distance calculation. It is confirmed that the proposed method runs about two times faster than the conventional method with almost same segmentation results.

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2015 IEEE International Conference on Consumer Electronics (ICCE)

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