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Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

Article

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

Kai Zhang; Wangmeng Zuo; Yunjin Chen; Deyu Meng; Lei Zhang · IEEE Transactions on Image Processing · 2017

The discriminative model learning for image denoising has been recently attracting considerable attentions due to its favorable denoising performance. In this paper, we take one step forward by investigating the construc...

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No-Reference Image Quality Assessment in the Spatial Domain

Article

No-Reference Image Quality Assessment in the Spatial Domain

A. Mittal; Anush K. Moorthy; Alan C. Bovik · IEEE Transactions on Image Processing · 2012

We propose a natural scene statistic-based distortion-generic blind/no-reference (NR) image quality assessment (IQA) model that operates in the spatial domain. The new model, dubbed blind/referenceless image spatial qual...

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