activity
20182023
most citedReal-world Noisy Image Denoising: A New Benchmark

173 citations · 331 across the 7 of their papers we have counts for

collaborators

7 papers

cs.CV2023★ 1 cited

A Benchmark for Chinese-English Scene Text Image Super-resolution

Jianqi Ma, Zhetong Liang, Wangmeng Xiang +2

Scene Text Image Super-resolution (STISR) aims to recover high-resolution (HR) scene text images with visually pleasant and readable text content from the given low-resolution (LR)…

cs.CV2022★ 8 cited

A Text Attention Network for Spatial Deformation Robust Scene Text Image Super-resolution

Jianqi Ma, Zhetong Liang, Lei Zhang

Scene text image super-resolution aims to increase the resolution and readability of the text in low-resolution images. Though significant improvement has been achieved by deep con…

cs.CV2021

HDR Video Reconstruction: A Coarse-to-fine Network and A Real-world Benchmark Dataset

Guanying Chen, Chaofeng Chen, Shi Guo +3

High dynamic range (HDR) video reconstruction from sequences captured with alternating exposures is a very challenging problem. Existing methods often align low dynamic range (LDR)…

eess.IV2021★ 36 cited

Joint Denoising and Demosaicking with Green Channel Prior for Real-world Burst Images

Shi Guo, Zhetong Liang, Lei Zhang

Denoising and demosaicking are essential yet correlated steps to reconstruct a full color image from the raw color filter array (CFA) data. By learning a deep convolutional neural…

eess.IV2019★ 21 cited

CameraNet: A Two-Stage Framework for Effective Camera ISP Learning

Zhetong Liang, Jianrui Cai, Zisheng Cao +1

Traditional image signal processing (ISP) pipeline consists of a set of individual image processing components onboard a camera to reconstruct a high-quality sRGB image from the se…

cs.CV2019★ 92 cited

A Benchmark for Edge-Preserving Image Smoothing

Feida Zhu, Zhetong Liang, Xixi Jia +2

Edge-preserving image smoothing is an important step for many low-level vision problems. Though many algorithms have been proposed, there are several difficulties hindering its fur…

cs.CV2018★ 173 cited

Real-world Noisy Image Denoising: A New Benchmark

Jun Xu, Hui Li, Zhetong Liang +2

Most of previous image denoising methods focus on additive white Gaussian noise (AWGN). However,the real-world noisy image denoising problem with the advancing of the computer visi…