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2020 – today
- 2024
[j5]Jian-Qing Zheng
, Ziyang Wang, Baoru Huang, Ngee Han Lim, Bartlomiej W. Papiez:
Residual Aligner-based Network (RAN): Motion-separable structure for coarse-to-fine discontinuous deformable registration. Medical Image Anal. 91: 103038 (2024)- [j4]Yuanhan Mo, Fangde Liu, Guang Yang, Shuo Wang, Jian-Qing Zheng, Fuping Wu, Bartlomiej W. Papiez, Douglas McIlwraith, Taigang He, Yike Guo:
Labelling with dynamics: A data-efficient learning paradigm for medical image segmentation. Medical Image Anal. 95: 103196 (2024) - [j3]Yechuan Zhang, Jian-Qing Zheng, Michael A. Chappell:
Bayesian Inference for Non-Linear Forward Model by Using a VAE-Based Neural Network Structure. IEEE Trans. Signal Process. 72: 1400-1411 (2024) - [i18]Ziyang Wang, Jian-Qing Zheng, Yichi Zhang, Ge Cui, Lei Li:
Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation. CoRR abs/2402.05079 (2024) - [i17]Ziyang Wang, Jian-Qing Zheng, Chao Ma, Tao Guo:
VMambaMorph: a Multi-Modality Deformable Image Registration Framework based on Visual State Space Model with Cross-Scan Module. CoRR abs/2404.05105 (2024) - [i16]Jian-Qing Zheng, Yuanhan Mo, Yang Sun, Jiahua Li, Fuping Wu, Ziyang Wang, Tonia Vincent, Bartlomiej W. Papiez:
Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis. CoRR abs/2407.07295 (2024) - 2023
- [j2]Jian-Qing Zheng, Ngee Han Lim, Bartlomiej W. Papiez:
Accurate volume alignment of arbitrarily oriented tibiae based on a mutual attention network for osteoarthritis analysis. Comput. Medical Imaging Graph. 106: 102204 (2023) - [c11]Ziyang Wang, Meiwen Su, Jian-Qing Zheng, Yang Liu:
Densely Connected Swin-UNet for Multiscale Information Aggregation in Medical Image Segmentation. ICIP 2023: 940-944 - [i15]Kaichen Zhou, Jia-Xing Zhong, Jia-Wang Bian, Qian Xie, Jian-Qing Zheng, Niki Trigoni, Andrew Markham:
MGDepth: Motion-Guided Cost Volume For Self-Supervised Monocular Depth In Dynamic Scenarios. CoRR abs/2312.15268 (2023) - 2022
- [c10]Baoru Huang, Jian-Qing Zheng, Stamatia Giannarou, Daniel S. Elson:
H-Net: Unsupervised Attention-based Stereo Depth Estimation Leveraging Epipolar Geometry. CVPR Workshops 2022: 4459-4466 - [c9]Ziyang Wang, Tianze Li, Jian-Qing Zheng, Baoru Huang:
When CNN Meet with ViT: Towards Semi-supervised Learning for Multi-class Medical Image Semantic Segmentation. ECCV Workshops (7) 2022: 424-441 - [c8]Baoru Huang, Jian-Qing Zheng, Anh Nguyen, Chi Xu, Ioannis Gkouzionis, Kunal Vyas, David Tuch, Stamatia Giannarou, Daniel S. Elson:
Self-supervised Depth Estimation in Laparoscopic Image Using 3D Geometric Consistency. MICCAI (8) 2022: 13-22 - [c7]Jian-Qing Zheng, Ziyang Wang, Baoru Huang, Tonia Vincent, Ngee Han Lim, Bartlomiej W. Papiez:
Recursive Deformable Image Registration Network with Mutual Attention. MIUA 2022: 75-86 - [c6]Ziyang Wang, Jian-Qing Zheng, Irina Voiculescu:
An Uncertainty-Aware Transformer for MRI Cardiac Semantic Segmentation via Mean Teachers. MIUA 2022: 494-507 - [i14]Jian-Qing Zheng, Ziyang Wang, Baoru Huang, Ngee Han Lim, Bartlomiej W. Papiez:
Residual Aligner Network. CoRR abs/2203.04290 (2022) - [i13]Jian-Qing Zheng, Ziyang Wang, Baoru Huang, Ngee Han Lim, Tonia Vincent, Bartlomiej W. Papiez:
Recursive Deformable Image Registration Network with Mutual Attention. CoRR abs/2206.01863 (2022) - [i12]Ziyang Wang, Tianze Li, Jian-Qing Zheng, Baoru Huang:
When CNN Meet with ViT: Towards Semi-Supervised Learning for Multi-Class Medical Image Semantic Segmentation. CoRR abs/2208.06449 (2022) - [i11]Baoru Huang, Jian-Qing Zheng, Anh Nguyen, Chi Xu, Ioannis Gkouzionis, Kunal Vyas, David Tuch, Stamatia Giannarou, Daniel S. Elson:
Self-Supervised Depth Estimation in Laparoscopic Image using 3D Geometric Consistency. CoRR abs/2208.08407 (2022) - [i10]Yu Chen, Xu Cao, Xiaoyi Lin, Baoru Huang, Xiao-Yun Zhou, Jian-Qing Zheng, Guang-Zhong Yang:
A Compacted Structure for Cross-domain learning on Monocular Depth and Flow Estimation. CoRR abs/2208.11993 (2022) - 2021
- [c5]Baoru Huang, Jian-Qing Zheng, Anh Nguyen, David Tuch, Kunal Vyas, Stamatia Giannarou, Daniel S. Elson:
Self-supervised Generative Adversarial Network for Depth Estimation in Laparoscopic Images. MICCAI (4) 2021: 227-237 - [i9]Jian-Qing Zheng, Ngee Han Lim, Bartlomiej W. Papiez:
D-Net: Siamese based Network with Mutual Attention for Volume Alignment. CoRR abs/2101.10248 (2021) - [i8]Baoru Huang, Jian-Qing Zheng, Stamatia Giannarou, Daniel S. Elson:
H-Net: Unsupervised Attention-based Stereo Depth Estimation Leveraging Epipolar Geometry. CoRR abs/2104.11288 (2021) - 2020
- [c4]Xiao-Yun Zhou, Jian-Qing Zheng, Peichao Li, Guang-Zhong Yang:
ACNN: a Full Resolution DCNN for Medical Image Segmentation. ICRA 2020: 8455-8461 - [c3]Jian-Qing Zheng, Ngee Han Lim, Bartlomiej W. Papiez:
D-net: Siamese Based Network for Arbitrarily Oriented Volume Alignment. ShapeMI@MICCAI 2020: 73-84 - [i7]Ziyang Wang, Zhengdong Zhang, Jian-Qing Zheng, Baoru Huang, Irina Voiculescu, Guang-Zhong Yang:
Deep Learning in Medical Ultrasound Image Segmentation: a Review. CoRR abs/2002.07703 (2020)
2010 – 2019
- 2019
- [j1]Jian-Qing Zheng, Xiao-Yun Zhou, Celia V. Riga, Guang-Zhong Yang:
Real-Time 3-D Shape Instantiation for Partially Deployed Stent Segments From a Single 2-D Fluoroscopic Image in Fenestrated Endovascular Aortic Repair. IEEE Robotics Autom. Lett. 4(4): 3703-3710 (2019) - [c2]Jian-Qing Zheng, Xiao-Yun Zhou, Celia V. Riga, Guang-Zhong Yang:
Towards 3D Path Planning from a Single 2D Fluoroscopic Image for Robot Assisted Fenestrated Endovascular Aortic Repair. ICRA 2019: 8747-8753 - [c1]Xiao-Yun Zhou, Zhao-Yang Wang, Peichao Li, Jian-Qing Zheng, Guang-Zhong Yang:
One-Stage Shape Instantiation from a Single 2D Image to 3D Point Cloud. MICCAI (4) 2019: 30-38 - [i6]Xiao-Yun Zhou, Jian-Qing Zheng, Guang-Zhong Yang:
Atrous Convolutional Neural Network (ACNN) for Biomedical Semantic Segmentation with Dimensionally Lossless Feature Maps. CoRR abs/1901.09203 (2019) - [i5]Jian-Qing Zheng, Xiao-Yun Zhou, Guang-Zhong Yang:
Real-time 3D Shape Instantiation for Partially-deployed Stent Segment from a Single 2D Fluoroscopic Image in Robot-assisted Fenestrated Endovascular Aortic Repair. CoRR abs/1902.11089 (2019) - [i4]Xiao-Yun Zhou, Zhao-Yang Wang, Peichao Li, Jian-Qing Zheng, Guang-Zhong Yang:
One-stage Shape Instantiation from a Single 2D Image to 3D Point Cloud. CoRR abs/1907.10763 (2019) - 2018
- [i3]Jian-Qing Zheng, Xiao-Yun Zhou, Qing-Biao Li, Celia V. Riga, Guang-Zhong Yang:
Abdominal Aortic Aneurysm Segmentation with a Small Number of Training Subjects. CoRR abs/1804.02943 (2018) - [i2]Qing-Biao Li, Xiao-Yun Zhou, Jianyu Lin, Jian-Qing Zheng, Neil T. Clancy, Daniel S. Elson:
Estimation of Tissue Oxygen Saturation from RGB Images based on Pixel-level Image Translation. CoRR abs/1804.07116 (2018) - [i1]Jian-Qing Zheng, Xiao-Yun Zhou, Celia V. Riga, Guang-Zhong Yang:
3D Path Planning from a Single 2D Fluoroscopic Image for Robot Assisted Fenestrated Endovascular Aortic Repair. CoRR abs/1809.05955 (2018)
Coauthor Index
aka: Bartlomiej W. Papiez
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