Jiayi Ma

Jiayi Ma

Wuhan University

H-index: 76

Asia-China

About Jiayi Ma

Jiayi Ma, With an exceptional h-index of 76 and a recent h-index of 70 (since 2020), a distinguished researcher at Wuhan University, specializes in the field of Computer Vision, Image Fusion.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multiview Stereo via Noise Suppression PatchMatch

Modeling the Label Distributions for Weakly-Supervised Semantic Segmentation

A Robust Mutual-Reinforcing Framework for 3D Multi-Modal Medical Image Fusion Based on Visual-Semantic Consistency

MAUN: Memory-Augmented Deep Unfolding Network for Hyperspectral Image Reconstruction

Paps: Progressive attention-based pan-sharpening

Image deblurring by exploring in-depth properties of transformer

Latent Semantic Consensus for Deterministic Geometric Model Fitting

SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning

Jiayi Ma Information

University

Position

___

Citations(all)

22930

Citations(since 2020)

20458

Cited By

7218

hIndex(all)

76

hIndex(since 2020)

70

i10Index(all)

206

i10Index(since 2020)

195

Email

University Profile Page

Wuhan University

Google Scholar

View Google Scholar Profile

Jiayi Ma Skills & Research Interests

Computer Vision

Image Fusion

Top articles of Jiayi Ma

Title

Journal

Author(s)

Publication Date

Multiview Stereo via Noise Suppression PatchMatch

IEEE Transactions on Instrumentation and Measurement

Jun Chen

Aoyu Zhu

Yang Yu

Jiayi Ma

2024/2/22

Modeling the Label Distributions for Weakly-Supervised Semantic Segmentation

arXiv preprint arXiv:2403.13225

Linshan Wu

Zhun Zhong

Jiayi Ma

Yunchao Wei

Hao Chen

...

2024/3/20

A Robust Mutual-Reinforcing Framework for 3D Multi-Modal Medical Image Fusion Based on Visual-Semantic Consistency

Proceedings of the AAAI Conference on Artificial Intelligence

Hao Zhang

Xuhui Zuo

Huabing Zhou

Tao Lu

Jiayi Ma

2024/3/24

MAUN: Memory-Augmented Deep Unfolding Network for Hyperspectral Image Reconstruction

IEEE/CAA Journal of Automatica Sinica

Qian Hu

Jiayi Ma

Yuan Gao

Junjun Jiang

Yixuan Yuan

2024/4/15

Paps: Progressive attention-based pan-sharpening

IEEE/CAA Journal of Automatica Sinica

Yanan Jia

Qiming Hu

Renwei Dian

Jiayi Ma

Xiaojie Guo

2024/1/29

Image deblurring by exploring in-depth properties of transformer

IEEE Transactions on Neural Networks and Learning Systems

Pengwei Liang

Junjun Jiang

Xianming Liu

Jiayi Ma

2024/2/21

Latent Semantic Consensus for Deterministic Geometric Model Fitting

IEEE Transactions on Pattern Analysis and Machine Intelligence

Guobao Xiao

Jun Yu

Jiayi Ma

Deng-Ping Fan

Ling Shao

2024/3/18

SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning

Proceedings of the AAAI Conference on Artificial Intelligence

Yuxin Deng

Jiayi Ma

2024/3/24

From the abundance perspective: Multi-modal scene fusion-based hyperspectral image synthesis

Information Fusion

Erting Pan

Yang Yu

Xiaoguang Mei

Jun Huang

Jiayi Ma

2024/4/10

Feature Matching via Topology-Aware Graph Interaction Model

IEEE/CAA Journal of Automatica Sinica

Yifan Lu

Jiayi Ma

Xiaoguang Mei

Jun Huang

Xiao-Ping Zhang

2024/1/12

Robust Model Reasoning and Fitting via Dual Sparsity Pursuit

Advances in Neural Information Processing Systems

Xingyu Jiang

Jiayi Ma

2024/2/13

MC-Net: Integrating Multi-level Geometric Context for Two-view Correspondence Learning

IEEE Transactions on Circuits and Systems for Video Technology

Zizhuo Li

Chunbao Su

Fan Fan

Jun Huang

Jiayi Ma

2024/3/7

Locality Preserving Refinement for Shape Matching with Functional Maps

Proceedings of the AAAI Conference on Artificial Intelligence

Yifan Xia

Yifan Lu

Yuan Gao

Jiayi Ma

2024/3/24

CRetinex: A Progressive Color-Shift Aware Retinex Model for Low-Light Image Enhancement

International Journal of Computer Vision

Han Xu

Hao Zhang

Xunpeng Yi

Jiayi Ma

2024/4/8

Triple-task mutual consistency for semi-supervised 3D medical image segmentation

Computers in Biology and Medicine

Yantao Chen

Yong Ma

Xiaoguang Mei

Lin Zhang

Zhigang Fu

...

2024/4/23

Zero-Sharpen: A universal pansharpening method across satellites for reducing scale-variance gap via zero-shot variation

Information Fusion

Hebaixu Wang

Hao Zhang

Xin Tian

Jiayi Ma

2024/1/1

More Than Lightening: A Self-Supervised Low-Light Image Enhancement Method Capable for Multiple Degradations

IEEE/CAA Journal of Automatica Sinica

Han Xu

Jiayi Ma

Yixuan Yuan

Hao Zhang

Xin Tian

...

2024/2/12

MERF: A Practical HDR-Like Image Generator via Mutual-Guided Learning Between Multi-Exposure Registration and Fusion

IEEE Transactions on Image Processing

Wenhui Hong

Hao Zhang

Jiayi Ma

2024/3/21

Open Set Recognition in Real World

International Journal of Computer Vision

Zhen Yang

Jun Yue

Pedram Ghamisi

Shiliang Zhang

Jiayi Ma

...

2024/3/7

DTNet: A Specialized Dual-Tuning Network for Infrared Vehicle Detection in Aerial Images

IEEE Transactions on Geoscience and Remote Sensing

Nan Zhang

Youmeng Liu

Hao Liu

Tian Tian

Jiayi Ma

...

2024/4/8

See List of Professors in Jiayi Ma University(Wuhan University)

Co-Authors

H-index: 138
Alan Yuille

Alan Yuille

Johns Hopkins University

H-index: 58
Junjun Jiang

Junjun Jiang

Harbin Institute of Technology

H-index: 46
Jinwen Tian (田金文)

Jinwen Tian (田金文)

Huazhong University of Science and Technology

H-index: 42
Xiaojie Guo (郭晓杰)

Xiaojie Guo (郭晓杰)

Tianjin University

H-index: 31
Chang Li

Chang Li

Hefei University of Technology

H-index: 26
Huang Jun

Huang Jun

Wuhan University

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