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Found 5 papers, 1 papers with code
NTIRE 2021 Challenge on Perceptual Image Quality Assessment
This paper reports on the NTIRE 2021 challenge on perceptual image quality assessment (IQA), held in conjunction with the New Trends in Image Restoration and Enhancement workshop (NTIRE) workshop at CVPR 2021.
(ASNA) An Attention-based Siamese-Difference Neural Network with Surrogate Ranking Loss function for Perceptual Image Quality Assessment
The suggested additional cost function surrogates ranking loss to increase Spearman's rank correlation coefficient while it is differentiable concerning the neural network parameters.
Lossless Compression of Mosaic Images with Convolutional Neural Network Prediction
We present a CNN-based predictive lossless compression scheme for raw color mosaic images of digital cameras.
Adaptive Loss Function for Super Resolution Neural Networks Using Convex Optimization Techniques
We have shown that the proposed method can recover fine details of the images and it is stable in the training process.
Filter Bank Regularization of Convolutional Neural Networks
Regularization techniques are widely used to improve the generality, robustness, and efficiency of deep convolutional neural networks (DCNNs).
