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Image coding approach based on multiscale matching pursuits operation,

机译:基于多尺度匹配追踪操作的图像编码方法,

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Abstract: A new image coding technique based on the Multiscale Matching Pursuits (MMP) approach is presented. Using a pre-defined dictionary set, which consists of a limited amount of elements, the MMP approach can decompose/encode images on different image scales and reconstruct/decode the image by the same dictionary. The MMP approach can be used to represent different scale image texture as well as the whole image. Instead of the pixel-based image representation, the MMP method represents the image texture as an index of a dictionary and thereby can encode the image with low data volume. Based on the MMP operation, the image content can be coded in an order from global to local and detail. !7
机译:摘要:提出了一种新的基于多尺度匹配追踪(MMP)方法的图像编码技术。使用由有限数量的元素组成的预定义词典集,MMP方法可以按不同的图像比例对图像进行分解/编码,并通过相同的词典对图像进行重构/解码。 MMP方法可用于表示不同比例的图像纹理以及整个图像。代替基于像素的图像表示,MMP方法将图像纹理表示为字典的索引,从而可以对数据量较小的图像进行编码。基于MMP操作,可以按从全局到局部和详细的顺序对图像内容进行编码。 !7

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