activity
20102021
most citedBeyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

9.2k citations · 17.8k across the 63 of their papers we have counts for

collaborators

63 papers

cs.CV2021

Variational Attention: Propagating Domain-Specific Knowledge for Multi-Domain Learning in Crowd Counting

Binghui Chen, Zhaoyi Yan, Ke Li +4

In crowd counting, due to the problem of laborious labelling, it is perceived intractability of collecting a new large-scale dataset which has plentiful images with large diversity…

cs.CV2021★ 2 cited

Blind Image Super-resolution with Elaborate Degradation Modeling on Noise and Kernel

Zongsheng Yue, Qian Zhao, Jianwen Xie +3

While researches on model-based blind single image super-resolution (SISR) have achieved tremendous successes recently, most of them do not consider the image degradation sufficien…

cs.CV2021★ 5 cited

Hybrid Trilinear and Bilinear Programming for Aligning Partially Overlapping Point Sets

Wei Lian, Wangmeng Zuo

In many applications, we need algorithms which can align partially overlapping point sets and are invariant to the corresponding transformations. In this work, a method possessing…

eess.IV2020

Deep Adaptive Inference Networks for Single Image Super-Resolution

Ming Liu, Zhilu Zhang, Liya Hou +2

Recent years have witnessed tremendous progress in single image super-resolution (SISR) owing to the deployment of deep convolutional neural networks (CNNs). For most existing meth…

cs.CV2019★ 212 cited

Variational Denoising Network: Toward Blind Noise Modeling and Removal

Zongsheng Yue, Hongwei Yong, Qian Zhao +2

Blind image denoising is an important yet very challenging problem in computer vision due to the complicated acquisition process of real images. In this work we propose a new varia…

cs.CV2019★ 8 cited

Reliable and Efficient Image Cropping: A Grid Anchor based Approach

Hui Zeng, Lida Li, Zisheng Cao +1

Image cropping aims to improve the composition as well as aesthetic quality of an image by removing extraneous content from it. Existing image cropping databases provide only one o…