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ORCIDJinming Duan 0001
Person information
- affiliation: University of Birmingham, UK
- affiliation (2017 - 2019): Imperial College London, Biomedical Image Analysis Group, UK
- affiliation (PhD 2017): University of Nottingham, School of Computer Science, UK
- affiliation (former): Qingdao University, College of Information Engineering, China
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2020 – today
- 2021
[j21]Weicheng Xie, Wenting Chen, Linlin Shen
, Jinming Duan, Meng Yang:
Surrogate network-based sparseness hyper-parameter optimization for deep expression recognition. Pattern Recognit. 111: 107701 (2021)- 2020
- [j20]Carlo Biffi, Juan J. Cerrolaza, Giacomo Tarroni, Wenjia Bai, Antonio de Marvao, Ozan Oktay, Christian Ledig, Loïc Le Folgoc, Konstantinos Kamnitsas, Georgia Doumou, Jinming Duan, Sanjay K. Prasad, Stuart A. Cook, Declan P. O'Regan, Daniel Rueckert:
Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models. IEEE Trans. Medical Imaging 39(6): 2088-2099 (2020) - [c24]Wei Chen, Xi Jia, Hyung Jin Chang, Jinming Duan, Ales Leonardis:
G2L-Net: Global to Local Network for Real-Time 6D Pose Estimation With Embedding Vector Features. CVPR 2020: 4232-4241 - [c23]Weizeng Lu, Xi Jia, Weicheng Xie, Linlin Shen, Yicong Zhou, Jinming Duan:
Geometry Constrained Weakly Supervised Object Localization. ECCV (26) 2020: 481-496 - [c22]Wei Chen, Jinming Duan, Hector Basevi, Hyung Jin Chang, Ales Leonardis:
PointPoseNet: Point Pose Network for Robust 6D Object Pose Estimation. WACV 2020: 2813-2822 - [i21]Wei Chen, Xi Jia, Hyung Jin Chang, Jinming Duan, Ales Leonardis:
G2L-Net: Global to Local Network for Real-time 6D Pose Estimation with Embedding Vector Features. CoRR abs/2003.11089 (2020) - [i20]Chen Qin, Jo Schlemper, Kerstin Hammernik, Jinming Duan, Ronald M. Summers, Daniel Rueckert:
Deep Network Interpolation for Accelerated Parallel MR Image Reconstruction. CoRR abs/2007.05993 (2020) - [i19]Weizeng Lu, Xi Jia, Weicheng Xie, Linlin Shen, Yicong Zhou, Jinming Duan:
Geometry Constrained Weakly Supervised Object Localization. CoRR abs/2007.09727 (2020)
2010 – 2019
- 2019
- [j19]Baoxiang Huang, Yunping Mu, Zhenkuan Pan, Li Bai, Huan Yang, Jinming Duan:
Speckle Noise Removal Convex Method Using Higher-Order Curvature Variation. IEEE Access 7: 79825-79838 (2019) - [j18]Yunping Mu, Baoxiang Huang, Zhenkuan Pan, Huan Yang, Guojia Hou, Jinming Duan:
An Enhanced High-Order Variational Model Based on Speckle Noise Removal With $G^0$ Distribution. IEEE Access 7: 104365-104379 (2019) - [j17]Guojia Hou, Zhenkuan Pan, Guodong Wang, Huan Yang, Jinming Duan:
An efficient nonlocal variational method with application to underwater image restoration. Neurocomputing 369: 106-121 (2019) - [j16]Ryan Wen Liu, Wei Yin, Lin Shi, Jinming Duan, Simon Chun-Ho Yu, Defeng Wang:
Undersampled CS image reconstruction using nonconvex nonsmooth mixed constraints. Multim. Tools Appl. 78(10): 12749-12782 (2019) - [j15]Jack A. Spencer, Ke Chen, Jinming Duan:
Parameter-Free Selective Segmentation With Convex Variational Methods. IEEE Trans. Image Process. 28(5): 2163-2172 (2019) - [j14]Jinming Duan, Ghalib Bello, Jo Schlemper, Wenjia Bai, Timothy J. W. Dawes, Carlo Biffi, Antonio de Marvao, Georgia Doumou, Declan P. O'Regan, Daniel Rueckert:
Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach. IEEE Trans. Medical Imaging 38(9): 2151-2164 (2019) - [c21]Yuan Liu, Xi Jia, Linlin Shen, Zhong Ming, Jinming Duan:
Local Normalization Based BN Layer Pruning. ICANN (2) 2019: 334-346 - [c20]Yi Tian, Zhiwei Wen, Weicheng Xie, Xi Zhang, Linlin Shen, Jinming Duan:
Outlier-Suppressed Triplet Loss with Adaptive Class-Aware Margins for Facial Expression Recognition. ICIP 2019: 46-50 - [c19]Chen Qin, Jo Schlemper, Jinming Duan, Gavin Seegoolam, Anthony Price, Joseph V. Hajnal, Daniel Rueckert:
k-t NEXT: Dynamic MR Image Reconstruction Exploiting Spatio-Temporal Correlations. MICCAI (2) 2019: 505-513 - [c18]Wenjia Bai, Chen Chen, Giacomo Tarroni, Jinming Duan, Florian Guitton, Steffen E. Petersen, Yike Guo, Paul M. Matthews, Daniel Rueckert:
Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction. MICCAI (2) 2019: 541-549 - [c17]Cheng Ouyang, Konstantinos Kamnitsas, Carlo Biffi, Jinming Duan, Daniel Rueckert:
Data Efficient Unsupervised Domain Adaptation For Cross-modality Image Segmentation. MICCAI (2) 2019: 669-677 - [c16]Jinming Duan, Jo Schlemper, Chen Qin, Cheng Ouyang, Wenjia Bai, Carlo Biffi, Ghalib Bello, Ben Statton, Declan P. O'Regan, Daniel Rueckert:
VS-Net: Variable Splitting Network for Accelerated Parallel MRI Reconstruction. MICCAI (4) 2019: 713-722 - [i18]Wenqi Lu, Jinming Duan, David Orive-Miguel, Lionel Hervé, Iain B. Styles:
Graph- and finite element-based total variation models for the inverse problem in diffuse optical tomography. CoRR abs/1901.01969 (2019) - [i17]Wenqi Lu, Jinming Duan, Joshua Deepak Veesa, Iain B. Styles:
A new nonlocal forward model for diffuse optical tomography. CoRR abs/1906.00882 (2019) - [i16]Carlo Biffi, Juan J. Cerrolaza, Giacomo Tarroni, Wenjia Bai, Ozan Oktay, Loïc Le Folgoc, Konstantinos Kamnitsas, Antonio de Marvao, Georgia Doumou, Jinming Duan, Sanjay K. Prasad, Stuart A. Cook, Declan P. O'Regan, Daniel Rueckert:
Explainable Shape Analysis through Deep Hierarchical Generative Models: Application to Cardiac Remodeling. CoRR abs/1907.00058 (2019) - [i15]Wenjia Bai, Chen Chen, Giacomo Tarroni, Jinming Duan, Florian Guitton, Steffen E. Petersen, Yike Guo, Paul M. Matthews, Daniel Rueckert:
Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction. CoRR abs/1907.02757 (2019) - [i14]Cheng Ouyang, Konstantinos Kamnitsas, Carlo Biffi, Jinming Duan, Daniel Rueckert:
Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation. CoRR abs/1907.02766 (2019) - [i13]Chen Qin, Jo Schlemper, Jinming Duan, Gavin Seegoolam, Anthony Price, Joseph V. Hajnal, Daniel Rueckert:
k-t NEXT: Dynamic MR Image Reconstruction Exploiting Spatio-temporal Correlations. CoRR abs/1907.09425 (2019) - [i12]Jinming Duan, Jo Schlemper, Chen Qin, Cheng Ouyang, Wenjia Bai, Carlo Biffi, Ghalib Bello, Ben Statton, Declan P. O'Regan, Daniel Rueckert:
VS-Net: Variable splitting network for accelerated parallel MRI reconstruction. CoRR abs/1907.10033 (2019) - [i11]Jo Schlemper, Ilkay Öksüz, James R. Clough, Jinming Duan, Andrew P. King, Julia A. Schnabel, Joseph V. Hajnal, Daniel Rueckert:
dAUTOMAP: decomposing AUTOMAP to achieve scalability and enhance performance. CoRR abs/1909.10995 (2019) - [i10]Jo Schlemper, Jinming Duan, Cheng Ouyang, Chen Qin, Jose Caballero, Joseph V. Hajnal, Daniel Rueckert:
Data consistency networks for (calibration-less) accelerated parallel MR image reconstruction. CoRR abs/1909.11795 (2019) - [i9]Chen Chen, Chen Qin, Huaqi Qiu, Giacomo Tarroni, Jinming Duan, Wenjia Bai, Daniel Rueckert:
Deep learning for cardiac image segmentation: A review. CoRR abs/1911.03723 (2019) - [i8]Jo Schlemper, Chen Qin, Jinming Duan, Ronald M. Summers, Kerstin Hammernik:
Σ-net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction. CoRR abs/1912.05480 (2019) - [i7]Kerstin Hammernik, Jo Schlemper, Chen Qin, Jinming Duan, Ronald M. Summers, Daniel Rueckert:
Σ-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction. CoRR abs/1912.09278 (2019) - 2018
- [b1]Jinming Duan:
Variational and PDE-based methods for image processing. University of Nottingham, UK, 2018 - [j13]Weicheng Xie, Jinming Duan, Linlin Shen, Yuexiang Li, Meng Yang, Guojun Lin:
Open snake model based on global guidance field for embryo vessel location. IET Comput. Vis. 12(2): 129-137 (2018) - [j12]Lu Tan, Zhenkuan Pan, Wanquan Liu, Jinming Duan, Weibo Wei, Guodong Wang:
Image Segmentation with Depth Information via Simplified Variational Level Set Formulation. J. Math. Imaging Vis. 60(1): 1-17 (2018) - [c15]Jo Schlemper, Daniel Coelho de Castro, Wenjia Bai, Chen Qin, Ozan Oktay, Jinming Duan, Anthony N. Price, Joseph V. Hajnal, Daniel Rueckert:
Bayesian Deep Learning for Accelerated MR Image Reconstruction. MLMIR@MICCAI 2018: 64-71 - [c14]Jinming Duan, Weicheng Xie, Ryan Wen Liu, Christopher R. Tench, Irene Gottlob, Frank Proudlock, Li Bai:
OCT Segmentation: Integrating Open Parametric Contour Model of the Retinal Layers and Shape Constraint to the Mumford-Shah Functional. ShapeMI@MICCAI 2018: 178-188 - [c13]Jinming Duan, Jo Schlemper, Wenjia Bai, Timothy J. W. Dawes, Ghalib Bello, Carlo Biffi, Georgia Doumou, Antonio M. Simoes Monteiro de Marvao, Declan P. O'Regan, Daniel Rueckert:
Combining Deep Learning and Shape Priors for Bi-Ventricular Segmentation of Volumetric Cardiac Magnetic Resonance Images. ShapeMI@MICCAI 2018: 258-267 - [c12]Jo Schlemper, Ozan Oktay, Wenjia Bai, Daniel Coelho de Castro, Jinming Duan, Chen Qin, Joseph V. Hajnal, Daniel Rueckert:
Cardiac MR Segmentation from Undersampled k-space Using Deep Latent Representation Learning. MICCAI (1) 2018: 259-267 - [c11]Jinming Duan, Jo Schlemper, Wenjia Bai, Timothy J. W. Dawes, Ghalib Bello, Georgia Doumou, Antonio M. Simoes Monteiro de Marvao, Declan P. O'Regan, Daniel Rueckert:
Deep Nested Level Sets: Fully Automated Segmentation of Cardiac MR Images in Patients with Pulmonary Hypertension. MICCAI (4) 2018: 595-603 - [c10]Faiza Bukenya, Amir Awwad, Jinming Duan, Josef Ehling, Henryk Faas, Li Bai:
Three-dimensional Segmentation of Blood Vessels from Intensity In-homogeneous Medical Images. SSCI 2018: 1508-1514 - [i6]Jinming Duan, Jo Schlemper, Wenjia Bai, Timothy J. W. Dawes, Ghalib Bello, Georgia Doumou, Antonio M. Simoes Monteiro de Marvao, Declan P. O'Regan, Daniel Rueckert:
Deep nested level sets: Fully automated segmentation of cardiac MR images in patients with pulmonary hypertension. CoRR abs/1807.10760 (2018) - [i5]Jinming Duan, Weicheng Xie, Ryan Wen Liu, Christopher R. Tench, Irene Gottlob, Frank Proudlock, Li Bai:
OCT segmentation: Integrating open parametric contour model of the retinal layers and shape constraint to the Mumford-Shah functional. CoRR abs/1808.02917 (2018) - [i4]Jinming Duan, Ghalib Bello, Jo Schlemper, Wenjia Bai, Timothy J. W. Dawes, Carlo Biffi, Antonio de Marvao, Georgia Doumou, Declan P. O'Regan, Daniel Rueckert:
Automatic 3D bi-ventricular segmentation of cardiac images by a shape-constrained multi-task deep learning approach. CoRR abs/1808.08578 (2018) - [i3]Ghalib A. Bello, Timothy J. W. Dawes, Jinming Duan, Carlo Biffi, Antonio de Marvao, Luke S. G. E. Howard, J. Simon R. Gibbs, Martin R. Wilkins, Stuart A. Cook, Daniel Rueckert, Declan P. O'Regan:
Deep learning cardiac motion analysis for human survival prediction. CoRR abs/1810.03382 (2018) - 2017
- [j11]Jinming Duan, Wil O. C. Ward, Luke Sibbett, Zhenkuan Pan, Li Bai:
Introducing diffusion tensor to high order variational model for image reconstruction. Digit. Signal Process. 69: 323-336 (2017) - [j10]Jinming Duan, Christopher R. Tench, Irene Gottlob, Frank Proudlock, Li Bai:
Automated segmentation of retinal layers from optical coherence tomography images using geodesic distance. Pattern Recognit. 72: 158-175 (2017) - [j9]Yuchun Ding, Marie Christine Pardon, Alessandra Agostini, Henryk Faas, Jinming Duan, Wil O. C. Ward, Felicity Easton, Dorothee Auer, Li Bai:
Novel Methods for Microglia Segmentation, Feature Extraction, and Classification. IEEE ACM Trans. Comput. Biol. Bioinform. 14(6): 1366-1377 (2017) - [c9]Ryan Wen Liu, Yan Li, Yi Liu, Jinming Duan, Tian Xu, Jingxian Liu:
Single-image blind deblurring with hybrid sparsity regularization. FUSION 2017: 1-8 - 2016
- [j8]Jinming Duan, Wenqi Lu, Christopher R. Tench, Irene Gottlob, Frank Proudlock, Niraj Nilesh Samani, Li Bai:
Denoising optical coherence tomography using second order total generalized variation decomposition. Biomed. Signal Process. Control. 24: 120-127 (2016) - [j7]Jinming Duan, Zhaowen Qiu, Wenqi Lu, Guodong Wang, Zhenkuan Pan, Li Bai:
An edge-weighted second order variational model for image decomposition. Digit. Signal Process. 49: 162-181 (2016) - [j6]Guodong Wang, Qian Dong, Zhenkuan Pan, Weizhong Zhang, Jinming Duan, Li Bai, Jinpeng Zhang:
Retinex theory based active contour model for segmentation of inhomogeneous images. Digit. Signal Process. 50: 43-50 (2016) - [c8]Shixiu Zheng, Zhenkuan Pan, Jinming Duan, Wenqi Lu, Cunliang Liu:
Some Nonlocal Variational Models Along with Their Fast Algorithms. IEEE WISA 2016: 34-38 - [i2]Jinming Duan, Christopher R. Tench, Irene Gottlob, Frank Proudlock, Li Bai:
Automated Segmentation of Retinal Layers from Optical Coherent Tomography Images Using Geodesic Distance. CoRR abs/1609.02214 (2016) - [i1]Jinming Duan, Wil O. C. Ward, Luke Sibbett, Zhenkuan Pan, Li Bai:
Tensor Based Second Order Variational Model for Image Reconstruction. CoRR abs/1609.08387 (2016) - 2015
- [j5]Jinming Duan, Zhenkuan Pan, Baochang Zhang, Wanquan Liu, Xue-Cheng Tai:
Fast algorithm for color texture image inpainting using the non-local CTV model. J. Glob. Optim. 62(4): 853-876 (2015) - [c7]Antoni Liang, Chathurdara Sri Nadith Pathirage, Chenyu Wang, Wanquan Liu, Ling Li, Jinming Duan:
Face Recognition Despite Wearing Glasses. DICTA 2015: 1-8 - [c6]Jinming Duan, Yuchun Ding, Zhenkuan Pan, Jie Yang, Li Bai:
Second order Mumford-Shah model for image denoising. ICIP 2015: 547-551 - [c5]Jinming Duan, Christopher R. Tench, Irene Gottlob, Frank Proudlock, Li Bai:
Optical coherence tomography image segmentation. ICIP 2015: 4278-4282 - [c4]Wenqi Lu, Jinming Duan, Weibo Wei, Zhenkuan Pan, Guodong Wang:
Nonlocal Mumford-Shah Model for Multiphase Texture Image Segmentation. IGTA 2015: 386-395 - [c3]Jinming Duan, Wenqi Lu, Guodong Wang, Zhenkuan Pan, Li Bai:
Second Order Variational Model for Image Decomposition Using Split Bregman Algorithm. IScIDE (1) 2015: 626-636 - [c2]Jinming Duan, Ben Haines, Wil O. C. Ward, Li Bai:
Surface Reconstruction from Point Clouds Using a Novel Variational Model. SGAI Conf. 2015: 135-146 - 2014
- [j4]Jinming Duan, Zhenkuan Pan, Xiangfeng Yin, Weibo Wei, Guodong Wang:
Some fast projection methods based on Chan-Vese model for image segmentation. EURASIP J. Image Video Process. 2014: 7 (2014) - [j3]Guodong Wang, Zhenkuan Pan, Qian Dong, Ximei Zhao, Zhimei Zhang, Jinming Duan:
Unsupervised Texture Segmentation Using Active Contour Model and Oscillating Information. J. Appl. Math. 2014: 614613:1-614613:11 (2014) - 2013
- [j2]Cunliang Liu, Yongguo Zheng, Zhenkuan Pan, Jinming Duan, Guodong Wang:
SAR Image Segmentation Based on Fuzzy Region Competition Method and Gamma Model. J. Softw. 8(1): 228-235 (2013) - [j1]Cunliang Liu, Zhenkuan Pan, Jinming Duan:
New Algorithm for Level Set Evolution without Re-initialization and Its Application to Variational Image Segmentation. J. Softw. 8(9): 2305-2312 (2013) - 2012
- [c1]Jinming Duan, Zhenkuan Pan, Weibo Wei, Cunliang Liu, Guodong Wang:
A Variational Model for Multiphase Image Segmentation on an Implicit Open Surface and Its Fast Algorithms. IScIDE 2012: 801-809
Coauthor Index
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