2026 Deyu Meng: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	76	1317	1276	176	174	304	31659

Overview

Deyu Meng is affiliated with Xi'an Jiaotong University in China. Their research primarily spans the fields of Computer Science and Engineering, with a significant focus on subfields such as Computer Vision and Pattern Recognition, Artificial Intelligence, Media Technology, Radiology, Nuclear Medicine and Imaging, and Biomedical Engineering.

The scientist's work covers a variety of topics, including:

Image and Signal Denoising Methods
Advanced Image Processing Techniques
Advanced Image Fusion Techniques
Remote-Sensing Image Classification
Image Enhancement Techniques
Domain Adaptation and Few-Shot Learning
Sparse and Compressive Sensing Techniques

Deyu Meng has contributed to several recent papers, highlighting ongoing research interests and collaborations. These include:

"Hyperspectral Image Classification With Convolutional Neural Network and Active Learning," 2020, IEEE Transactions on Geoscience and Remote Sensing
"MHF-Net: An Interpretable Deep Network for Multispectral and Hyperspectral Image Fusion," 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence
"A Novel Approach to Large-Scale Dynamically Weighted Directed Network Representation," 2021, IEEE Transactions on Pattern Analysis and Machine Intelligence
"Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution With Subpixel Fusion," 2023, IEEE Transactions on Geoscience and Remote Sensing
"Enhanced 3DTV Regularization and Its Applications on HSI Denoising and Compressed Sensing," 2020, IEEE Transactions on Image Processing

Their frequent co-authors list includes several researchers with whom they have collaborated extensively:

Xiangyong Cao
Qian Zhao
Chenqiang Gao
Zongben Xu
Yefeng Zheng

Deyu Meng's publications often appear in noted venues such as:

arXiv (Cornell University)
IEEE Transactions on Geoscience and Remote Sensing
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Neural Networks and Learning Systems
IEEE Transactions on Image Processing

Best Publications

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

Kai Zhang;Wangmeng Zuo;Yunjin Chen;Deyu Meng

8505
Citations
Infrared Patch-Image Model for Small Target Detection in a Single Image

Chenqiang Gao;Deyu Meng;Yi Yang;Yongtao Wang

1176
Citations
Progressive Image Deraining Networks: A Better and Simpler Baseline

Dongwei Ren;Wangmeng Zuo;Qinghua Hu;Pengfei Zhu

916
Citations
Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision

Shuhang Gu;Qi Xie;Deyu Meng;Wangmeng Zuo

854
Citations
Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting

Jun Shu;Qi Xie;Lixuan Yi;Qian Zhao

536
Citations
Self-paced curriculum learning

Lu Jiang;Deyu Meng;Qian Zhao;Shiguang Shan

532
Citations
Co-Saliency Detection via a Self-Paced Multiple-Instance Learning Framework

Dingwen Zhang;Deyu Meng;Junwei Han

514
Citations
Hyperspectral Image Classification With Markov Random Fields and a Convolutional Neural Network

Xiangyong Cao;Feng Zhou;Lin Xu;Deyu Meng

451
Citations
Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition

Yao Wang;Jiangjun Peng;Qian Zhao;Yee Leung

444
Citations
Semi-Supervised Transfer Learning for Image Rain Removal

Wei Wei;Deyu Meng;Qian Zhao;Zongben Xu

430
Citations
A Generalized Iterated Shrinkage Algorithm for Non-convex Sparse Coding

Wangmeng Zuo;Deyu Meng;Lei Zhang;Xiangchu Feng

430
Citations
DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation

Jiang Liu;Chenqiang Gao;Deyu Meng;Alexander G. Hauptmann

413
Citations
A Model-Driven Deep Neural Network for Single Image Rain Removal

Hong Wang;Qi Xie;Qian Zhao;Deyu Meng

411
Citations
Convolutional Sparse Coding for Image Super-Resolution

Shuhang Gu;Wangmeng Zuo;Qi Xie;Deyu Meng

402
Citations
EPSANet: An Efficient Pyramid Squeeze Attention Block on Convolutional Neural Network

Unknown

396
Citations
Decomposable Nonlocal Tensor Dictionary Learning for Multispectral Image Denoising

Yi Peng;Deyu Meng;Zongben Xu;Chenqiang Gao

379
Citations
Robust Multi-Exposure Image Fusion: A Structural Patch Decomposition Approach

Kede Ma;Hui Li;Hongwei Yong;Zhou Wang

365
Citations
Self-Paced Learning with Diversity

Lu Jiang;Deyu Meng;Shoou-I Yu;Zhenzhong Lan

342
Citations
Hyperspectral Image Classification With Convolutional Neural Network and Active Learning

Xiangyong Cao;Jing Yao;Zongben Xu;Deyu Meng

338
Citations
Easy Samples First: Self-paced Reranking for Zero-Example Multimedia Search

Lu Jiang;Deyu Meng;Teruko Mitamura;Alexander G. Hauptmann

312
Citations
Variational Denoising Network: Toward Blind Noise Modeling and Removal

Zongsheng Yue;Hongwei Yong;Qian Zhao;Lei Zhang

4
Citations
Hyperspectral Image Restoration via Total Variation Regularized Low-rank Tensor Decomposition

Yao Wang;Jiangjun Peng;Qian Zhao;Deyu Meng

1
Citations

Frequent Co-Authors

Qian Zhao Xi'an Jiaotong University

Zongben Xu Xi'an Jiaotong University

Wangmeng Zuo Harbin Institute of Technology

Lei Zhang Hong Kong Polytechnic University

Alexander G. Hauptmann Carnegie Mellon University

Yee Leung Chinese University of Hong Kong

Jianhua Ma Hosei University

Teruko Mitamura Carnegie Mellon University

David Zhang Chinese University of Hong Kong, Shenzhen

Junwei Han Northwestern Polytechnical University

External Links

Personal website of Deyu Meng Google Scholar page

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