9.2k citations · 13.2k across the 30 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.CV2017★ 58 cited
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations
Kai Zhang, Wangmeng Zuo, Lei Zhang
Recent years have witnessed the unprecedented success of deep convolutional neural networks (CNNs) in single image super-resolution (SISR). However, existing CNN-based SISR methods…
cs.CV2017★ 2.7k cited
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising
Kai Zhang, Wangmeng Zuo, Lei Zhang
Due to the fast inference and good performance, discriminative learning methods have been widely studied in image denoising. However, these methods mostly learn a specific model fo…
cs.CV2017★ 127 cited
Learning Deep CNN Denoiser Prior for Image Restoration
Kai Zhang, Wangmeng Zuo, Shuhang Gu +1
Model-based optimization methods and discriminative learning methods have been the two dominant strategies for solving various inverse problems in low-level vision. Typically, thos…