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Method to assess aesthetic quality of photographs

机译:评估照片美学品质的方法

摘要

A method that includes classifying photographs into categories; generating computational models of image aesthetics, each computational model of image aesthetics associated to one different category of the categories; extracting a plurality of features from a photograph, the plurality of features including simplicity features, global features computed in the whole image and/or low-level features in contrasting regions of an image of the photograph, the contrasting regions being partitions of the image obtained by applying an image segmentation algorithm based on feature contrast to the photograph; and applying a computational model of image aesthetics to at least part of the plurality of features extracted from the photograph, the computational model applied according to the category of the photograph, in order to assess aesthetic quality of the photograph.
机译:一种方法,包括将照片分类。生成图像美学的计算模型,每个图像美学计算模型与类别中的一个不同类别相关联;从照片中提取多个特征,多个特征包括简单性特征,在整个图像中计算的全局特征和/或照片图像的对比区域中的低级特征,对比区域是所获得图像的分区通过将基于特征对比度的图像分割算法应用于照片;将图像美学的计算模型应用于从照片中提取的多个特征中的至少一部分,该计算模型根据照片的类别来应用,以便评估照片的美学质量。

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