BM3D-Net: A Convolutional Neural Network for Transform-Domain Collaborative Filtering.
IEEE Signal Processing Letters(2018)
摘要
Denoising is a fundamental task in image processing with wide applications for enhancing image qualities. BM3D is considered as an effective baseline for image denoising. Although learning-based methods have been dominant in this area recently, the traditional methods are still valuable to inspire new ideas by combining with learning-based approaches. In this letter, we propose a new convolutional...
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关键词
Convolution,Image denoising,Wavelet transforms,Noise reduction,Neural networks,Three-dimensional displays
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