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FS-Net: Fast Shape-based Network for Category-Level 6D Object Pose Estimation with Decoupled Rotation Mechanism


Mar 12, 2021
Wei Chen, Xi Jia, Hyung Jin Chang, Jinming Duan, Linlin Shen, Ales Leonardis

* accepted by CVPR2021, oral 

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Complementary Time-Frequency Domain Networks for Dynamic Parallel MR Image Reconstruction


Dec 22, 2020
Chen Qin, Jinming Duan, Kerstin Hammernik, Jo Schlemper, Thomas Küstner, René Botnar, Claudia Prieto, Anthony N. Price, Joseph V. Hajnal, Daniel Rueckert

* In submission 

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Geometry Constrained Weakly Supervised Object Localization


Jul 19, 2020
Weizeng Lu, Xi Jia, Weicheng Xie, Linlin Shen, Yicong Zhou, Jinming Duan

* This paper (ID 5424) is accepted to ECCV 2020 

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Deep Network Interpolation for Accelerated Parallel MR Image Reconstruction


Jul 12, 2020
Chen Qin, Jo Schlemper, Kerstin Hammernik, Jinming Duan, Ronald M Summers, Daniel Rueckert

* Presented at 2020 ISMRM Conference & Exhibition (Abstract #4958) 

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G2L-Net: Global to Local Network for Real-time 6D Pose Estimation with Embedding Vector Features


Mar 26, 2020
Wei Chen, Xi Jia, Hyung Jin Chang, Jinming Duan, Ales Leonardis

* 10 pages, 11 figures, accepted in CVPR 2020 

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$Σ$-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction


Dec 18, 2019
Kerstin Hammernik, Jo Schlemper, Chen Qin, Jinming Duan, Ronald M. Summers, Daniel Rueckert

* Submitted to Magnetic Resonance in Medicine 

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$Σ$-net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction


Dec 11, 2019
Jo Schlemper, Chen Qin, Jinming Duan, Ronald M. Summers, Kerstin Hammernik

* fastMRI challenge submission (team: holykspace) 

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Deep learning for cardiac image segmentation: A review


Nov 09, 2019
Chen Chen, Chen Qin, Huaqi Qiu, Giacomo Tarroni, Jinming Duan, Wenjia Bai, Daniel Rueckert

* Under review 

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Data consistency networks for (calibration-less) accelerated parallel MR image reconstruction


Sep 25, 2019
Jo Schlemper, Jinming Duan, Cheng Ouyang, Chen Qin, Jose Caballero, Joseph V. Hajnal, Daniel Rueckert

* Presented at ISMRM 27th Annual Meeting & Exhibition (Abstract #4663) 

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dAUTOMAP: decomposing AUTOMAP to achieve scalability and enhance performance


Sep 25, 2019
Jo Schlemper, Ilkay Oksuz, James R. Clough, Jinming Duan, Andrew P. King, Julia A. Schnabel, Joseph V. Hajnal, Daniel Rueckert

* Presented at ISMRM 27th Annual Meeting & Exhibition (Abstract #658) 

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Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation


Aug 12, 2019
Cheng Ouyang, Konstantinos Kamnitsas, Carlo Biffi, Jinming Duan, Daniel Rueckert

* Accepted by MICCAI 2019 

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k-t NEXT: Dynamic MR Image Reconstruction Exploiting Spatio-temporal Correlations


Jul 22, 2019
Chen Qin, Jo Schlemper, Jinming Duan, Gavin Seegoolam, Anthony Price, Joseph Hajnal, Daniel Rueckert

* This paper is accepted by MICCAI 2019 

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VS-Net: Variable splitting network for accelerated parallel MRI reconstruction


Jul 19, 2019
Jinming Duan, Jo Schlemper, Chen Qin, Cheng Ouyang, Wenjia Bai, Carlo Biffi, Ghalib Bello, Ben Statton, Declan P O'Regan, Daniel Rueckert

* Accepted by MICCAI 2019 

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Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction


Jul 05, 2019
Wenjia Bai, Chen Chen, Giacomo Tarroni, Jinming Duan, Florian Guitton, Steffen E. Petersen, Yike Guo, Paul M. Matthews, Daniel Rueckert

* Accepted by MICCAI 2019 

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Explainable Shape Analysis through Deep Hierarchical Generative Models: Application to Cardiac Remodeling


Jun 28, 2019
Carlo Biffi, Juan J. Cerrolaza, Giacomo Tarroni, Wenjia Bai, Ozan Oktay, Loic Le Folgoc, Konstantinos Kamnitsas, Antonio de Marvao, Georgia Doumou, Jinming Duan, Sanjay K. Prasad, Stuart A. Cook, Declan P. O'Regan, Daniel Rueckert

* Submitted for review to IEEE Transactions on Medical Imaging 

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A new nonlocal forward model for diffuse optical tomography


Jun 03, 2019
Wenqi Lu, Jinming Duan, Joshua Deepak Veesa, Iain B. Styles

* 7 pages, 9 figures 

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Graph- and finite element-based total variation models for the inverse problem in diffuse optical tomography


Jan 07, 2019
Wenqi Lu, Jinming Duan, David Orive-Miguel, Lionel Herve, Iain B Styles

* 23 pages, 12 figures 

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Deep learning cardiac motion analysis for human survival prediction


Oct 08, 2018
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


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Automatic 3D bi-ventricular segmentation of cardiac images by a shape-constrained multi-task deep learning approach


Aug 28, 2018
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


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OCT segmentation: Integrating open parametric contour model of the retinal layers and shape constraint to the Mumford-Shah functional


Aug 08, 2018
Jinming Duan, Weicheng Xie, Ryan Wen Liu, Christopher Tench, Irene Gottlob, Frank Proudlock, Li Bai


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Deep nested level sets: Fully automated segmentation of cardiac MR images in patients with pulmonary hypertension


Jul 27, 2018
Jinming Duan, Jo Schlemper, Wenjia Bai, Timothy J W Dawes, Ghalib Bello, Georgia Doumou, Antonio De Marvao, Declan P O'Regan, Daniel Rueckert


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Tensor Based Second Order Variational Model for Image Reconstruction


Sep 27, 2016
Jinming Duan, Wil OC Ward, Luke Sibbett, Zhenkuan Pan, Li Bai


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Automated Segmentation of Retinal Layers from Optical Coherent Tomography Images Using Geodesic Distance


Sep 07, 2016
Jinming Duan, Christopher Tench, Irene Gottlob, Frank Proudlock, Li Bai

* 20 pages, 17 figures 

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