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Deep Learning through Sparse Representation and Low-Rank Modeling bridges classical sparse and low rank models—those that emphasize problem-specific Interpretability—with recent deep network models that have enabled a larger learning capacity and better utilization of Big Data It shows how the toolkit of deep learning is closely tied with China Top Quality Customized Professional Deep Fryer Ctering Trailer Food Truck Find details about China Food Truck Food Cart from Top Quality Customized Professional Deep Fryer Ctering Trailer Food Truck - Qingdao Oriental Shimao Import and Export Co Ltd (smokeless barbecue low noise no oily fume no pollution 2 It can be used for

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2018-4-26low-frequency component which represents the image content Qian et al [21] proposed a customized convolutional neural network for steganalysis This customized deep learning approach starts with a predefined high-pass filter This predefined HPF was proposed as a noise residual model of SQUARE5 5 in [20]

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2019-2-10low-quality image a transformation may be introduced to produce a enhanced-quality image that is as similar as possible to the desired high-quality image in terms of resolution and/or color rendition Recent example-based methods based on deep convolutional neural networks (CNN) have made great strides in image quality enhancement However most

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2018-4-26low-frequency component which represents the image content Qian et al [21] proposed a customized convolutional neural network for steganalysis This customized deep learning approach starts with a predefined high-pass filter This predefined HPF was proposed as a noise residual model of SQUARE5 5 in [20]

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In traditional image denoising noise level is an important scalar parameter which decides how much the input noisy image should be smoothed Existing noise estimation methods often assume that the noise level is constant at every pixel However real-world noise is signal dependent or the noise level is not constant over the whole image In this paper we attempt to estimate the precise and

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