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Superpixels Compared to State-of-the-Art Superpixel Methods

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Superpixels Compared to State-of-the-Art Superpixel Methods

R. Achanta, A. Shaji, K. Smith, A. Lucchi, P. Fua and S. Süsstrunk, "SLIC Superpixels Compared to State-of-the-Art Superpixel Methods," in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, no. 11, pp. 2274-2282, Nov. 2012, doi: 10.1109/TPAMI.2012.120.

SLIC 作为一种生成超像素的算法,其性能与表现超越了当时现有的所有同类算法,达到了SOTA 水平,得益于其较快的速度和更高的内存效率,为各种图像处理领域的下游任务带来了极大的便利。本项目使用 C++ 成功复现了 SLIC 算法。

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