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Mesh-based 3D Motion Tracking in Cardiac MRI using Deep Learning


Sep 05, 2022
Qingjie Meng, Wenjia Bai, Tianrui Liu, Declan P O'Regan, Daniel Rueckert


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Exploring Point-BEV Fusion for 3D Point Cloud Object Tracking with Transformer


Aug 10, 2022
Zhipeng Luo, Changqing Zhou, Liang Pan, Gongjie Zhang, Tianrui Liu, Yueru Luo, Haiyu Zhao, Ziwei Liu, Shijian Lu

* arXiv admin note: substantial text overlap with arXiv:2112.02857 

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TransPillars: Coarse-to-Fine Aggregation for Multi-Frame 3D Object Detection


Aug 04, 2022
Zhipeng Luo, Gongjie Zhang, Changqing Zhou, Tianrui Liu, Shijian Lu, Liang Pan


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MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRI


Jul 29, 2022
Qingjie Meng, Chen Qin, Wenjia Bai, Tianrui Liu, Antonio de Marvao, Declan P O'Regan, Daniel Rueckert


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DURRNet: Deep Unfolded Single Image Reflection Removal Network


Mar 12, 2022
Jun-Jie Huang, Tianrui Liu, Zhixiong Yang, Shaojing Fu, Wentao Zhao, Pier Luigi Dragotti


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PTTR: Relational 3D Point Cloud Object Tracking with Transformer


Dec 07, 2021
Changqing Zhou, Zhipeng Luo, Yueru Luo, Tianrui Liu, Liang Pan, Zhongang Cai, Haiyu Zhao, Shijian Lu


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Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-specific Atlas Maps


Jul 06, 2021
Samuel Budd, Matthew Sinclair, Thomas Day, Athanasios Vlontzos, Jeremy Tan, Tianrui Liu, Jaqueline Matthew, Emily Skelton, John Simpson, Reza Razavi, Ben Glocker, Daniel Rueckert, Emma C. Robinson, Bernhard Kainz

* MICCAI'21 Main Conference 

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Video Summarization through Reinforcement Learning with a 3D Spatio-Temporal U-Net


Jun 19, 2021
Tianrui Liu, Qingjie Meng, Jun-Jie Huang, Athanasios Vlontzos, Daniel Rueckert, Bernhard Kainz


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On Learned Sketches for Randomized Numerical Linear Algebra


Jul 20, 2020
Simin Liu, Tianrui Liu, Ali Vakilian, Yulin Wan, David P. Woodruff

* 43 pages, 13 tables 

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Ultrasound Video Summarization using Deep Reinforcement Learning


May 19, 2020
Tianrui Liu, Qingjie Meng, Athanasios Vlontzos, Jeremy Tan, Daniel Rueckert, Bernhard Kainz

* Accepted by MICCAI'20 

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