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Computer Science
China
2026

D-Index & Metrics

Computer Science

D-Index
89
Citations
37158
World Ranking
640
National Ranking
92

Research.com Recognitions

  • 2026 - Research.com Computer Science in China Leader Award

Overview

Jiayi Ma is a researcher affiliated with Wuhan University in China, primarily working in the fields of Computer Science and Engineering. Their research contributions predominantly lie in subfields such as Computer Vision and Pattern Recognition, Media Technology, Aerospace Engineering, Artificial Intelligence, and Biomedical Engineering.

The topics frequently addressed in Jiayi Ma's work cover a range of advanced techniques and applications in image processing and computer vision. These include:

  • Advanced Image Fusion Techniques
  • Advanced Image and Video Retrieval Techniques
  • Image Enhancement Techniques
  • Advanced Image Processing Techniques
  • Remote-Sensing Image Classification
  • Image and Signal Denoising Methods
  • Robotics and Sensor-Based Localization

Jiayi Ma has published extensively across several notable venues. The most frequent publication venues include:

  • Information Fusion
  • arXiv (Cornell University)
  • IEEE Transactions on Geoscience and Remote Sensing
  • IEEE Transactions on Image Processing
  • Pattern Recognition

A selection of recent papers authored by Jiayi Ma reflects the focus on image fusion and computer vision:

  • "DDcGAN: A Dual-Discriminator Conditional Generative Adversarial Network for Multi-Resolution Image Fusion," 2020, IEEE Transactions on Image Processing
  • "SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer," 2022, IEEE/CAA Journal of Automatica Sinica
  • "Image Matching from Handcrafted to Deep Features: A Survey," 2020, International Journal of Computer Vision

In addition to journal articles, Jiayi Ma has contributed to academic literature through book publications. For example, a book published by Frontiers Media in 2023 titled "Multimodal Brain Image Fusion: Methods, Evaluations, and Applications" is among their authored works.

Jiayi Ma has collaborated frequently with several co-authors, including:

  • Junjun Jiang
  • Yong Ma
  • Xiaoguang Mei
  • Xin Tian
  • Jun Huang

Best Publications

  • FusionGAN: A generative adversarial network for infrared and visible image fusion

    Jiayi Ma;Wei Yu;Pengwei Liang;Chang Li

  • U2Fusion: A Unified Unsupervised Image Fusion Network.

    Han Xu;Jiayi Ma;Junjun Jiang;Xiaojie Guo

  • Infrared and visible image fusion methods and applications: A survey

    Jiayi Ma;Yong Ma;Chang Li

  • SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer

    Unknown

  • DDcGAN: A Dual-Discriminator Conditional Generative Adversarial Network for Multi-Resolution Image Fusion

    Jiayi Ma;Han Xu;Junjun Jiang;Xiaoguang Mei

  • Infrared and visible image fusion via gradient transfer and total variation minimization

    Jiayi Ma;Chen Chen;Chang Li;Jun Huang

  • Image fusion in the loop of high-level vision tasks: A semantic-aware real-time infrared and visible image fusion network

    Unknown

  • PIAFusion: A progressive infrared and visible image fusion network based on illumination aware

    Unknown

  • Image Matching from Handcrafted to Deep Features: A Survey

    Jiayi Ma;Xingyu Jiang;Aoxiang Fan;Junjun Jiang

  • Beyond Brightening Low-light Images

    Yonghua Zhang;Xiaojie Guo;Jiayi Ma;Wei Liu

  • Multi-Scale Progressive Fusion Network for Single Image Deraining

    Kui Jiang;Zhongyuan Wang;Peng Yi;Chen Chen

  • Image fusion meets deep learning: A survey and perspective

    Hao Zhang;Han Xu;Xin Tian;Junjun Jiang

  • Locality Preserving Matching

    Jiayi Ma;Ji Zhao;Junjun Jiang;Huabing Zhou

  • Robust Point Matching via Vector Field Consensus

    Jiayi Ma;Ji Zhao;Jinwen Tian;Alan L. Yuille

  • SDNet: A Versatile Squeeze-and-Decomposition Network for Real-Time Image Fusion

    Hao Zhang;Jiayi Ma

  • GANMcC: A Generative Adversarial Network With Multiclassification Constraints for Infrared and Visible Image Fusion

    Jiayi Ma;Hao Zhang;Zhenfeng Shao;Pengwei Liang

  • Rethinking the Image Fusion: A Fast Unified Image Fusion Network based on Proportional Maintenance of Gradient and Intensity

    Hao Zhang;Han Xu;Yang Xiao;Xiaojie Guo

  • Robust Feature Matching for Remote Sensing Image Registration via Locally Linear Transforming

    Jiayi Ma;Huabing Zhou;Ji Zhao;Yuan Gao

  • FusionDN: A Unified Densely Connected Network for Image Fusion.

    Han Xu;Jiayi Ma;Zhuliang Le;Junjun Jiang

  • A review of multimodal image matching: Methods and applications

    Xingyu Jiang;Jiayi Ma;Guobao Xiao;Zhenfeng Shao

  • STDFusionNet: An Infrared and Visible Image Fusion Network Based on Salient Target Detection

    Jiayi Ma;Linfeng Tang;Meilong Xu;Hao Zhang

  • Pan-GAN: An unsupervised pan-sharpening method for remote sensing image fusion

    Jiayi Ma;Wei Yu;Chen Chen;Pengwei Liang

  • Infrared and visible image fusion via detail preserving adversarial learning

    Jiayi Ma;Pengwei Liang;Wei Yu;Chen Chen

  • Non-Rigid Point Set Registration by Preserving Global and Local Structures

    Jiayi Ma;Ji Zhao;Alan L. Yuille

  • Spectral-Spatial Attention Networks for Hyperspectral Image Classification

    Xiaoguang Mei;Erting Pan;Yong Ma;Xiaobing Dai

Frequent Co-Authors

Junjun Jiang
Junjun Jiang Harbin Institute of Technology
Xiaojie Guo
Xiaojie Guo Tianjin University
Jinwen Tian
Jinwen Tian Huazhong University of Science and Technology
Yuan Gao
Yuan Gao Northeastern University
Alan L. Yuille
Alan L. Yuille Johns Hopkins University
Haibin Ling
Haibin Ling Westlake University
Wei Liu
Wei Liu Tencent (China)
Zhenfeng Shao
Zhenfeng Shao Wuhan University
Zhuowen Tu
Zhuowen Tu University of California, San Diego
Kiyoharu Aizawa
Kiyoharu Aizawa University of Tokyo

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