The Prague texture segmentation data-generator and benchmark ( mosaic.utia.cas.cz ) is a web-based service designed to mutually compare and rank (recently nearly 200) different static and dynamic texture and image segmenters, to find optimal parametrization of a segmenter and support the development of new segmentation and classification methods. The benchmark verifies segmenter performance characteristics on potentially unlimited monospectral, multispectral, satellite, and bidirectional texture function (BTF) data using an extensive set of over forty prevalent criteria. It also enables us to test for noise robustness and scale, rotation, or illumination invariance. It can be used in other applications, such as feature selection, image compression, query by pictorial example, etc. The benchmark’s functionalities are demonstrated in evaluating several examples of leading previously published unsupervised and supervised image segmentation algorithms. However, they are used to illustrate the benchmark functionality and not review the recent image segmentation state-of-the-art.

中文翻译：

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纹理分割基准


布拉格纹理分割数据生成器和基准 (mosaic.utia.cas.cz) 是一项基于 Web 的服务，旨在对（最近近 200 个）不同的静态和动态纹理和图像分割器进行相互比较和排名，以找到最佳参数化分段器并支持新分段和分类方法的开发。该基准测试使用广泛的四十多个普遍标准来验证潜在无限​​的单光谱、多光谱、卫星和双向纹理函数 (BTF) 数据的分段器性能特征。它还使我们能够测试噪声鲁棒性以及缩放、旋转或照明不变性。它可以用于其他应用程序，例如特征选择、图像压缩、图片示例查询等。该基准测试的功能在评估先前发布的领先无监督和监督图像分割算法的几个示例中得到了证明。然而，它们用于说明基准功能，而不是回顾最新的图像分割技术。