Jinming Duan

Jinming Duan

University of Birmingham

H-index: 30

Europe-United Kingdom

About Jinming Duan

Jinming Duan, With an exceptional h-index of 30 and a recent h-index of 28 (since 2020), a distinguished researcher at University of Birmingham, specializes in the field of Variational Image Processing, Machine Learning, Medical Image Analysis.

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

Multi-granularity learning of explicit geometric constraint and contrast for label-efficient medical image segmentation and differentiable clinical function assessment

Gait Intention Prediction Using a Lower-limb Musculoskeletal Model and Long Short-term Memory Neural Networks

UniAV: Unified Audio-Visual Perception for Multi-Task Video Localization

Decoder-Only Image Registration

Development of automated neural network prediction for echocardiographic left ventricular ejection fraction

Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems

Low Rank Groupwise Deformations for Motion Tracking in Cardiac Cine MRI

Rediscovering BCE Loss for Uniform Classification

Jinming Duan Information

University

Position

Lecturer (Assistant Professor)

Citations(all)

3425

Citations(since 2020)

3127

Cited By

1075

hIndex(all)

30

hIndex(since 2020)

28

i10Index(all)

54

i10Index(since 2020)

50

Email

University Profile Page

University of Birmingham

Google Scholar

View Google Scholar Profile

Jinming Duan Skills & Research Interests

Variational Image Processing

Machine Learning

Medical Image Analysis

Top articles of Jinming Duan

Title

Journal

Author(s)

Publication Date

Multi-granularity learning of explicit geometric constraint and contrast for label-efficient medical image segmentation and differentiable clinical function assessment

Medical Image Analysis

Yanda Meng

Yuchen Zhang

Jianyang Xie

Jinming Duan

Martha Joddrell

...

2024/4/20

Gait Intention Prediction Using a Lower-limb Musculoskeletal Model and Long Short-term Memory Neural Networks

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Qingyao Bian

Marco Castellani

Duncan Shepherd

Jinming Duan

Ziyun Ding

2024/2/12

UniAV: Unified Audio-Visual Perception for Multi-Task Video Localization

arXiv preprint arXiv:2404.03179

Tiantian Geng

Teng Wang

Yanfu Zhang

Jinming Duan

Weili Guan

...

2024/4/4

Decoder-Only Image Registration

arXiv preprint arXiv:2402.03585

Xi Jia

Wenqi Lu

Xinxing Cheng

Jinming Duan

2024/2/5

Development of automated neural network prediction for echocardiographic left ventricular ejection fraction

Frontiers in Medicine

Yuting Zhang

Boyang Liu

Karina V Bunting

David Brind

Alexander Thorley

...

2024/4/3

Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems

AAAI 2024

Jintao Song

Wenqi Lu

Yunwen Lei

Yuchao Tang

Zhenkuan Pan

...

2024/1/1

Low Rank Groupwise Deformations for Motion Tracking in Cardiac Cine MRI

arXiv preprint arXiv:2403.16240

Sean Rendell

Jinming Duan

2024/3/24

Rediscovering BCE Loss for Uniform Classification

arXiv preprint arXiv:2403.07289

Qiufu Li

Xi Jia

Jiancan Zhou

Linlin Shen

Jinming Duan

2024/3/12

UniTSFace: Unified Threshold Integrated Sample-to-Sample Loss for Image Recognition

Advances in Neural Information Processing Systems

Xi Jia

Jiancan Zhou

Linlin Shen

Jinming Duan

2023/12/15

Adversarial learning of object-aware activation map for weakly-supervised semantic segmentation

IEEE Transactions on Circuits and Systems for Video Technology

Junliang Chen

Weizeng Lu

Yuexiang Li

Linlin Shen

Jinming Duan

2023/1/12

Three-Dimensional Surface Reconstruction from Point Clouds Using Euler’s Elastica Regularization

Applied Sciences

Jintao Song

Huizhu Pan

Yuting Zhang

Wenqi Lu

Jieyu Ding

...

2023/11/27

Fourier-Net+: Leveraging Band-Limited Representation for Efficient 3D Medical Image Registration

arXiv preprint arXiv:2307.02997

Xi Jia

Alexander Thorley

Alberto Gomez

Wenqi Lu

Dipak Kotecha

...

2023/7/6

Weakly/Semi-supervised Left Ventricle Segmentation in 2D Echocardiography with Uncertain Region-Aware Contrastive Learning

Yanda Meng

Yuchen Zhang

Jianyang Xie

Jinming Duan

Yitian Zhao

...

2023/10/13

Fourier-Net: Fast Image Registration with Band-Limited Deformation

Proceedings of the AAAI Conference on Artificial Intelligence

Xi Jia

Joseph Bartlett

Wei Chen

Siyang Song

Tianyang Zhang

...

2023/6/26

ACT-Net: Anchor-Context Action Detection in Surgery Videos

Luoying Hao

Yan Hu

Wenjun Lin

Qun Wang

Heng Li

...

2023/10/1

Arbitrary order total variation for deformable image registration

Pattern Recognition

Jinming Duan

Xi Jia

Joseph Bartlett

Wenqi Lu

Zhaowen Qiu

2023/5/1

Dense-Localizing Audio-Visual Events in Untrimmed Videos: A Large-Scale Benchmark and Baseline

Tiantian Geng

Teng Wang

Jinming Duan

Runmin Cong

Feng Zheng

2023

UniFace: Unified Cross-Entropy Loss for Deep Face Recognition

Jiancan Zhou

Xi Jia

Qiufu Li

Linlin Shen

Jinming Duan

2023

AVS-Net: Attention-based Variable Splitting Network for P-MRI Acceleration

Yue Zhang

Jing Li

Zigan Wang

Jinming Duan

Jinliang Li

2023/12/5

Artificial intelligence to enhance clinical value across the spectrum of cardiovascular healthcare

Simrat K Gill

Andreas Karwath

Hae-Won Uh

Victor Roth Cardoso

Zhujie Gu

...

2023/3/1

See List of Professors in Jinming Duan University(University of Birmingham)

Co-Authors

H-index: 167
Nilesh Samani

Nilesh Samani

University of Leicester

H-index: 132
Daniel Rueckert

Daniel Rueckert

Technische Universität München

H-index: 52
Wenjia Bai (柏文佳)

Wenjia Bai (柏文佳)

Imperial College London

H-index: 45
Declan O'Regan

Declan O'Regan

Imperial College London

H-index: 35
Wanquan Liu,

Wanquan Liu,

Curtin University

H-index: 32
Wen LIU (刘文)

Wen LIU (刘文)

Wuhan University of Technology

academic-engine