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Image Quality Score Using A Deep Generative Machine-Learning Model
Image Quality Score Using A Deep Generative Machine-Learning Model
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机译:使用深度生成式机器学习模型的图像质量得分
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摘要
For image quality scoring of an image from a medical scanner, a generative model of an expected good quality image may be created using deep machine-learning. The deviation of an input image from the generative model is used as an input feature vector for a discriminative model. The discriminative model may also operate on another input feature vector derived from the input image. Based on these input feature vectors, the discriminative model outputs an image quality score.
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