World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
71
Citations
19223
World Ranking
1783
National Ranking
245

Overview

Yanning Zhang is affiliated with Northwestern Polytechnical University in China and has an extensive publication record primarily in the fields of Computer Science and Engineering. Their research activity spans key subfields such as Computer Vision and Pattern Recognition, Media Technology, Artificial Intelligence, Aerospace Engineering, and Biomedical Engineering.

Their work focuses significantly on advanced methods in image and signal processing, including the development of neural network applications and image fusion techniques. Main research topics include advanced image processing techniques, image and signal denoising methods, advanced image fusion techniques, advanced neural network applications, video surveillance and tracking methods, remote-sensing image classification, and advanced vision and imaging.

Notable recent papers authored by Yanning Zhang include:

  • Multi-stage image denoising with the wavelet transform, 2022, published in Pattern Recognition
  • Deep HDR Imaging via A Non-Local Network, 2020, published in IEEE Transactions on Image Processing
  • CrackW-Net: A Novel Pavement Crack Image Segmentation Convolutional Neural Network, 2021, published in IEEE Transactions on Intelligent Transportation Systems
  • NFN: A novel network followed network for retinal vessel segmentation, 2020, published in Neural Networks
  • Recent developments in metal additive manufacturing, 2020, published in Current Opinion in Chemical Engineering

Yanning Zhang has collaborated frequently with a number of researchers, including Qingsen Yan, Jinqiu Sun, Wei Wei, Peng Wang, and Lei Zhang. These collaborations have contributed significantly to the breadth and depth of their research outputs.

Their work has appeared in a variety of scientific venues, with a strong presence in journals and conferences such as:

  • arXiv (Cornell University)
  • IEEE Transactions on Circuits and Systems for Video Technology
  • IEEE Transactions on Geoscience and Remote Sensing
  • Pattern Recognition
  • IEEE Transactions on Image Processing

Throughout their career, Yanning Zhang's research has maintained a focus on practical and theoretical advancements that intersect core engineering principles with computer science methodologies, particularly within neural network design, image enhancement, and the development of algorithms for image segmentation and classification.

Best Publications

  • Blindly Assess Image Quality in the Wild Guided by a Self-Adaptive Hyper Network

    Shaolin Su;Qingsen Yan;Yu Zhu;Cheng Zhang

  • Significantly Fast and Robust Fuzzy C-Means Clustering Algorithm Based on Morphological Reconstruction and Membership Filtering

    Tao Lei;Xiaohong Jia;Yanning Zhang;Lifeng He

  • From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur

    Dong Gong;Jie Yang;Lingqiao Liu;Yanning Zhang

  • Multi-stage image denoising with the wavelet transform

    Unknown

  • Task Offloading in Vehicular Edge Computing Networks: A Load-Balancing Solution

    Jie Zhang;Hongzhi Guo;Jiajia Liu;Yanning Zhang

  • Superpixel-Based Fast Fuzzy C-Means Clustering for Color Image Segmentation

    Tao Lei;Xiaohong Jia;Yanning Zhang;Shigang Liu

  • Multi-View Automatic Target Recognition using Joint Sparse Representation

    Haichao Zhang;N. M. Nasrabadi;Y. Zhang;T. S. Huang

  • Attention-Guided Network for Ghost-Free High Dynamic Range Imaging

    Qingsen Yan;Dong Gong;Qinfeng Shi;Anton van den Hengel

  • Fusing texture, shape and deep model-learned information at decision level for automated classification of lung nodules on chest CT

    Yutong Xie;Jianpeng Zhang;Yong Xia;Michael J. Fulham

  • Part-Based Visual Tracking with Online Latent Structural Learning

    Rui Yao;Qinfeng Shi;Chunhua Shen;Yanning Zhang

  • NAS-FCOS: Fast Neural Architecture Search for Object Detection

    Ning Wang;Yang Gao;Hao Chen;Peng Wang

  • Deep HDR Imaging via A Non-Local Network

    Qingsen Yan;Lei Zhang;Yu Liu;Yu Zhu

  • Hybrid Deep Neural Network--Hidden Markov Model (DNN-HMM) Based Speech Emotion Recognition

    Longfei Li;Yong Zhao;Dongmei Jiang;Yanning Zhang

  • Close the loop: Joint blind image restoration and recognition with sparse representation prior

    Haichao Zhang;Jianchao Yang;Yanning Zhang;Nasser M. Nasrabadi

  • Multi-image Blind Deblurring Using a Coupled Adaptive Sparse Prior

    Haichao Zhang;David Wipf;Yanning Zhang

  • NFN+: A novel network followed network for retinal vessel segmentation.

    Yicheng Wu;Yong Xia;Yang Song;Yanning Zhang

  • Person Re-Identification in Aerial Imagery

    Shizhou Zhang;Qi Zhang;Yifei Yang;Xing Wei

  • 3D Registration with Maximal Cliques

    Unknown

  • Two-Stream Convolutional Networks for Blind Image Quality Assessment

    Qingsen Yan;Dong Gong;Yanning Zhang

  • An unsupervised deep domain adaptation approach for robust speech recognition

    Sining Sun;Binbin Zhang;Lei Xie;Yanning Zhang

  • Multiscale Network Followed Network Model for Retinal Vessel Segmentation

    Yicheng Wu;Yong Xia;Yang Song;Yanning Zhang

  • Smart and Resilient EV Charging in SDN-Enhanced Vehicular Edge Computing Networks

    Jiajia Liu;Hongzhi Guo;Jingyu Xiong;Nei Kato

  • Single Image Super-resolution Using Deformable Patches

    Yu Zhu;Yanning Zhang;Alan L. Yuille

Frequent Co-Authors

Lei Zhang
Lei Zhang Hong Kong Polytechnic University
Yong Xia
Yong Xia Northwestern Polytechnical University
Qinfeng Shi
Qinfeng Shi University of Adelaide
Thomas S. Huang
Thomas S. Huang University of Illinois at Urbana-Champaign
Anton van den Hengel
Anton van den Hengel University of Adelaide
Chunhua Shen
Chunhua Shen Zhejiang University
Nasser M. Nasrabadi
Nasser M. Nasrabadi West Virginia University
Yee-Hong Yang
Yee-Hong Yang University of Alberta
Stephen J. Maybank
Stephen J. Maybank Birkbeck, University of London
Rui Yu
Rui Yu Eindhoven University of Technology

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Exploring online degrees in Computer Science opens up flexible, accessible, and affordable options for many students. For budget-minded learners, the cheapest online degrees offer a chance to earn respected qualifications without the financial strain of traditional programs.

Students with a lower academic background need not worry—many reputable institutions are among the college that accepts low gpa, ensuring doors remain open for motivated applicants determined to begin their computer science journey.

There are also accelerated computer science degree programs available online, ideal for those who want to enter the workforce quickly or shift careers in a shorter time frame. These intensive pathways let students complete their degrees faster while maintaining quality education.

Looking to diversify your tech career? Pursuing fields like environmental science can lead to unique interdisciplinary roles. Find out what can you do with an environmental science degree and how it can connect with computing, data analysis, and sustainability efforts.

Best Scientists Citing Yanning Zhang

Trending Scientists

Recently Published Articles