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BLIINDS算法 matlab

于 2022-04-30 发布 文件大小:3.12 kB
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资源描述由于自然图像具有高度结构化特性,人类视觉特性(Human Visual System,HVS)倾向于从视觉图像中 提取结构信息,并且对图像的对比度高度敏感。Saad等人提出了一种基于DCT域统计特性的图像完整性评价 方法(BLIINDS)。BLIINDS提取 DCT 系数的统计特征,利用机器学习的方法来评价图像质量。BLIINDS 算法的模型训练不需要知道训练样本的 失真类型,并且特征训练过程简单,算法复杂度低于基 于两级框架的算法。

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