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IMAGE QUALITY ASSESSMENT METHOD, APPARATUS, ELECTRONIC DEVICE AND COMPUTER READABLE STORAGE MEDIUM

机译:图像质量评估方法,装置,电子设备和计算机可读存储介质

摘要

The present application discloses an image quality assessment method, an apparatus, an electronic device and a computer readable storage medium, said method comprising: firstly acquiring a first image set and a second image set, the first image set comprising a plurality of standard images, and the second image set comprising at least one sample image; then determining the similarity between each of said at least one sample image and each of said plurality of standard images; next, determining the quality score of each sample image according to the similarity; thereafter, inputting each sample image and the quality score into a model to be trained, so as to obtain an image quality assessment model; and finally performing quality assessment on an input image according to the image quality assessment model. The embodiments of the present application can reduce the complexity of image quality assessment and improve the accuracy of image quality assessment.
机译:本申请公开了一种图像质量评估方法,装置,电子设备和计算机可读存储介质,所述方法包括:首先获取第一图像集和第二图像集,所述第一图像集包括多个标准图像,所述第二图像集包括至少一个样本图像;然后确定所述至少一个样本图像的每一个与所述多个标准图像的每一个之间的相似度;接下来,根据相似度确定每个样本图像的质量得分;之后,将每个样本图像和质量得分输入待训练模型,得到图像质量评估模型。最后根据图像质量评估模型对输入图像进行质量评估。本申请实施例可以降低图像质量评估的复杂度,提高图像质量评估的准确性。

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