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Recovery of fundamental frequency component in magnetic particle imaging Using an attention-based neural network 会议论文
, 德国亚琛, 2023-03-25
Authors:  Zechen Wei;  Yanjun Liu;  Tao Zhu;  Xin Yang;  Jie Tian;  Hui Hui
Adobe PDF(13118Kb)  |  Favorite  |  View/Download:31/6  |  Submit date:2024/06/28
Spatial-Frequency Multi-Scale Transformer for Deblurring and Shape-Preserving Reconstruction in Magnetic Particle Imaging 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, 2024, 卷号: 10, 页码: 196-207
Authors:  Shang, Yaxin;  Liu, Jie;  Liu, Yanjun;  Wang, Yueqi;  Shen, Yusong;  Wu, Xiangjun;  Zhang, Liwen;  Hui, Hui;  Tian, Jie
Favorite  |  View/Download:36/0  |  Submit date:2024/05/30
Feature extraction  Imaging  Image reconstruction  Image edge detection  Frequency-domain analysis  Image restoration  Transforms  Magnetic particle imaging  X-space  transformer  deblurring  shape-preserving  
Transverse MNP Signal-Based Isotropic Imaging for Magnetic Particle Imaging 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 卷号: 73, 页码: 13
Authors:  Li, Lei;  Liao, Yidong;  Wang, Qibin;  Zhang, Zhonghao;  Ge, Dawei;  Hu, Jiawei;  He, Ning;  Liu, Yanjun;  Xu, Chenxiao;  Gao, Yunpeng;  Guo, Pengyue;  Hui, Hui;  Feng, Xin;  Zhu, Shouping;  Tian, Jie
Favorite  |  View/Download:66/0  |  Submit date:2024/03/26
Isotropic resolution  magnetic particle imaging (MPI)  reconstruction  transverse magnetic nanoparticle (MNP) signal  
BSS-TFNet: Attention-Enhanced Background Signal Suppression Network for Time-Frequency Spectrum in Magnetic Particle Imaging 期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2023, 页码: 15
Authors:  Wei, Zechen;  Liu, Yanjun;  Zhu, Tao;  Yang, Xin;  Tian, Jie;  Hui, Hui
Adobe PDF(6094Kb)  |  Favorite  |  View/Download:96/5  |  Submit date:2024/02/22
Magnetic particle imaging  deep learning  self-attention mechanism  time-frequency spectrum  background signal  
Relaxation spectral analysis in multi-contrast vascular magnetic particle imaging 期刊论文
MEDICAL PHYSICS, 2023, 页码: 13
Authors:  Feng, Xin;  Jia, Guang;  Peng, Jiaming;  Huang, Liyu;  Liang, Xiaofeng;  Zhang, Haoran;  Liu, Yanjun;  Zhang, Bo;  Zhang, Yifei;  Sun, Meng;  Li, Peng;  Miao, Qiguang;  Wang, Ying;  Xi, Li;  Hu, Kai;  Li, Tanping;  Hui, Hui;  Tian, Jie
Favorite  |  View/Download:180/0  |  Submit date:2023/11/17
magnetic particle imaging  magnetic nanoparticles  relaxation time  viscosity mapping  
Dual Transformer With Multi-Grained Assembly for Fine-Grained Visual Classification 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 9, 页码: 5009-5021
Authors:  Ji, Ruyi;  Li, Jiaying;  Zhang, Libo;  Liu, Jing;  Wu, Yanjun
Adobe PDF(4636Kb)  |  Favorite  |  View/Download:167/15  |  Submit date:2023/11/16
Transformer  multi-grained assembly  fine-grained visual classification  
Anisotropic edge-preserving network for resolution enhancement in unidirectional Cartesian magnetic particle imaging 期刊论文
Physics in Medicine & Biology, 2023, 卷号: 68, 期号: 4
Authors:  Shang,Yaxin;  Liu,Jie;  Liu,Yanjun;  Zhang,Bo;  Wu,Xiangjun;  Zhang,Liwen;  Tong,Wei;  Hui,Hui;  Tian,Jie
Favorite  |  View/Download:144/0  |  Submit date:2023/05/31
deep learning  magnetic particle imaging  point spread function  superparamagnetic iron oxide nanoparticles  unidirectional Cartesian  
Adaptive Neural Control for Nonlinear MIMO Function Constraint Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 816-818
Authors:  Tianqi Yu;  Yan-Jun Liu;  Lei Liu
Adobe PDF(752Kb)  |  Favorite  |  View/Download:220/63  |  Submit date:2023/03/02
Weighted sum of harmonic signals for direct imaging in magnetic particle imaging 期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2023, 卷号: 68, 期号: 1, 页码: 13
Authors:  Liu, Yanjun;  Hui, Hui;  Liu, Sijia;  Li, Guanghui;  Zhang, Bo;  Zhong, Jing;  An, Yu;  Tian, Jie
Favorite  |  View/Download:390/0  |  Submit date:2023/02/22
magnetic particle imaging  short-time fourier transform  direct imaging  multi-patch imaging  
Fixed-Time Neural Control of a Quadrotor UAV With Input and Attitude Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 281-283
Authors:  Benke Gao;  Yan-Jun Liu;  Lei Liu
Adobe PDF(293Kb)  |  Favorite  |  View/Download:196/63  |  Submit date:2023/01/03