Wangmeng Zuo

62.8k total citations · 23 hit papers
400 papers, 35.1k citations indexed

About

Wangmeng Zuo is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Media Technology. According to data from OpenAlex, Wangmeng Zuo has authored 400 papers receiving a total of 35.1k indexed citations (citations by other indexed papers that have themselves been cited), including 328 papers in Computer Vision and Pattern Recognition, 80 papers in Artificial Intelligence and 79 papers in Media Technology. Recurrent topics in Wangmeng Zuo's work include Advanced Image Processing Techniques (106 papers), Image and Signal Denoising Methods (71 papers) and Advanced Vision and Imaging (54 papers). Wangmeng Zuo is often cited by papers focused on Advanced Image Processing Techniques (106 papers), Image and Signal Denoising Methods (71 papers) and Advanced Vision and Imaging (54 papers). Wangmeng Zuo collaborates with scholars based in China, Hong Kong and United States. Wangmeng Zuo's co-authors include Lei Zhang, Kai Zhang, Deyu Meng, Qinghua Hu, Yunjin Chen, Pengfei Zhu, Shuhang Gu, David Zhang, Qilong Wang and Peihua Li and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Pattern Analysis and Machine Intelligence and Scientific Reports.

In The Last Decade

Wangmeng Zuo

376 papers receiving 34.3k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

2017 5.4k citations Kai Zhang, Wangmeng Zuo et al. IEEE Transactions on Image Processing profile →
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

2020 4.9k citations Pengfei Zhu, Wangmeng Zuo et al. profile →
Weighted Nuclear Norm Minimization with Application to Image Denoising

2014 1.5k citations Shuhang Gu, Lei Zhang et al. profile →
Learning Deep CNN Denoiser Prior for Image Restoration

2017 1.3k citations Kai Zhang, Wangmeng Zuo et al. profile →
Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation

2021 891 citations Zhaohui Zheng, Ping Wang et al. IEEE Transactions on Cybernetics profile →
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations

2018 733 citations Kai Zhang, Wangmeng Zuo et al. profile →
Deep learning on image denoising: An overview

2020 685 citations Chunwei Tian, Wangmeng Zuo et al. profile →
Progressive Image Deraining Networks: A Better and Simpler Baseline

2019 616 citations Dongwei Ren, Wangmeng Zuo et al. profile →
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking

2018 608 citations Wangmeng Zuo, Lei Zhang et al. profile →
Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision

2016 603 citations Shuhang Gu, Deyu Meng et al. profile →
Multi-level Wavelet-CNN for Image Restoration

2018 531 citations Pengju Liu, Hongzhi Zhang et al. profile →
AttGAN: Facial Attribute Editing by Only Changing What You Want

2019 475 citations Wangmeng Zuo et al. IEEE Transactions on Image Processing profile →
Attention-guided CNN for image denoising

2020 459 citations Chunwei Tian, Wangmeng Zuo et al. profile →
Neighborhood Component Feature Selection for High-Dimensional Data

2012 438 citations Wangmeng Zuo et al. profile →
End-to-End Blind Image Quality Assessment Using Deep Neural Networks

2017 418 citations Kai Zhang, Wangmeng Zuo et al. IEEE Transactions on Image Processing profile →
Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation

2017 405 citations Wangmeng Zuo et al. profile →
Image denoising using deep CNN with batch renormalization

2019 381 citations Chunwei Tian, Wangmeng Zuo et al. profile →
An Online System of Multispectral Palmprint Verification

2009 348 citations David Zhang, Lei Zhang et al. profile →
A Generalized Iterated Shrinkage Algorithm for Non-convex Sparse Coding

2013 294 citations Wangmeng Zuo, Deyu Meng et al. profile →
Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising

2015 286 citations Jun Xu, Lei Zhang et al. profile →
Surface fatigue crack identification in steel box girder of bridges by a deep fusion convolutional neural network based on consumer-grade camera images

2018 240 citations Wangmeng Zuo et al. profile →
Multi-stage image denoising with the wavelet transform

2022 212 citations Wangmeng Zuo, David Zhang et al. profile →
ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation

2023 105 citations Yuxiang Wei, Zhilong Ji et al. profile →

Peers

Countries citing papers authored by Wangmeng Zuo

Since Specialization

Citations

This map shows the geographic impact of Wangmeng Zuo's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Wangmeng Zuo with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Wangmeng Zuo more than expected).

Fields of papers citing papers by Wangmeng Zuo

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Wangmeng Zuo. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Wangmeng Zuo. The network helps show where Wangmeng Zuo may publish in the future.

Co-authorship network of co-authors of Wangmeng Zuo

This figure shows the co-authorship network connecting the top 25 collaborators of Wangmeng Zuo. A scholar is included among the top collaborators of Wangmeng Zuo based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Wangmeng Zuo. Wangmeng Zuo is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	A survey on deep learning fundamentals 2025 ·Artificial Intelligence Review ·Chunwei Tian, (unknown), Zhe Peng, Wangmeng Zuo, (unknown), Qingfu Zhang, Fei‐Yue Wang, David Zhang	0
2	Enhanced Generative Structure Prior for Chinese Text Image Super-Resolution 2025 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Xiaoming Li, Wangmeng Zuo, Chen Change Loy	0
3	Learning dual-pixel alignment for defocus deblurring 2024 ·Neurocomputing ·Yu Li, Yaling Yi, (unknown), Dongwei Ren, Qince Li, Wangmeng Zuo	1
4	Pseudo-ISP: Learning pseudo in-camera signal processing pipeline from a color image denoiser 2024 ·Neurocomputing ·(unknown), Xiaohe Wu, (unknown), Xiao Liu, Zhongqin Wu, Wangmeng Zuo	0
5	Learning with noisy labels using collaborative sample selection and contrastive semi-supervised learning 2024 ·Knowledge-Based Systems ·Qing Miao, Xiaohe Wu, (unknown), Yanli Ji, Wangmeng Zuo, Yiwen Guo, Zhaopeng Meng	4
6	De2Net: Under-display camera image restoration with feature deconvolution and kernel decomposition 2024 ·Computer Vision and Image Understanding ·(unknown), Shaohui Liu, (unknown), Zifei Yan, Wangmeng Zuo	0
7	Image all-in-one adverse weather removal via dynamic model weights generation 2024 ·Knowledge-Based Systems ·(unknown), Mingwen Shao, (unknown), Wangmeng Zuo	4
8	Black-Box Tuning of Vision-Language Models with Effective Gradient Approximation 2023 ·(unknown), Yuxiang Wei, Ming Liu, Zhilong Ji, (unknown), Yiwen Guo, Wangmeng Zuo	2
9	Multi-View Knowledge Ensemble With Frequency Consistency for Cross-Domain Face Translation 2023 ·IEEE Transactions on Neural Networks and Learning Systems ·Bing Cao, (unknown), Pengfei Zhu, Qinghua Hu, Dongwei Ren, Wangmeng Zuo, Xinbo Gao	11
10	Local Patch Network With Global Attention for Infrared Small Target Detection 2022 ·IEEE Transactions on Aerospace and Electronic Systems ·(unknown), Chenqiang Gao, Fangcen Liu, Yue Zhao, Yuxi Zhou, Deyu Meng, Wangmeng Zuo	62
11	Learning a Prototype Discriminator With RBF for Multimodal Image Synthesis 2022 ·IEEE Transactions on Image Processing ·(unknown), Bing Cao, Wangmeng Zuo, Qinghua Hu	8
12	AL-Net: Attention Learning Network Based on Multi-Task Learning for Cervical Nucleus Segmentation 2021 ·IEEE Journal of Biomedical and Health Informatics ·Jing Zhao, Yongjun He, (unknown), Jinjie Huang, Wangmeng Zuo	30
13	Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation breakdown → 2021 ·IEEE Transactions on Cybernetics ·Zhaohui Zheng, Ping Wang, Dongwei Ren, Wei Liu, Rongguang Ye, Qinghua Hu, Wangmeng Zuo	891
14	Enhanced Blind Face Restoration With Multi-Exemplar Images and Adaptive Spatial Feature Fusion 2020 ·Xiaoming Li, Wenyu Li, Dongwei Ren, Hongzhi Zhang, Meng Wang, Wangmeng Zuo	72
15	Deep Fusion Feature Representation Learning With Hard Mining Center-Triplet Loss for Person Re-Identification 2020 ·IEEE Transactions on Multimedia ·Cairong Zhao, (unknown), Zhang Zhang, Wangmeng Zuo, Jun Wu, Duoqian Miao	82
16	Blind Quality Assessment for Cartoon Images 2019 ·IEEE Transactions on Circuits and Systems for Video Technology ·(unknown), Yang Zhao, Shujie Li, Wangmeng Zuo, Wei Jia, Xiaoping Liu	16
17	Scaled Simplex Representation for Subspace Clustering 2019 ·IEEE Transactions on Cybernetics ·Jun Xu, Mengyang Yu, Ling Shao, Wangmeng Zuo, Deyu Meng, Lei Zhang, David Zhang	66
18	Multi-level Wavelet-CNN for Image Restoration breakdown → 2018 ·Pengju Liu, Hongzhi Zhang, Kai Zhang, Liang Lin, Wangmeng Zuo	531
19	Face Frontalization Using an Appearance-Flow-Based Convolutional Neural Network 2018 ·IEEE Transactions on Image Processing ·Zhihong Zhang, Xu Chen, (unknown), Guosheng Hu, Wangmeng Zuo, Edwin R. Hancock	37
20	Weighted Nuclear Norm Minimization with Application to Image Denoising breakdown → 2014 ·Shuhang Gu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng	1521

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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