Jin Liu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Iterative Optimization

Dictionary Learning

Top Venues

IEEE Trans. Medical Imaging

IEEE Trans. Computational Imaging

Publications

Tingyu Zhang, Jin Liu, Fan Wu, Kun Wang, Subin Huang, Yikun Zhang
Artifact suppression for sparse view CT via transformer-based generative adversarial network. Biomed. Signal Process. Control. 95 (2024)
Yanqin Kang, Jin Liu, Fan Wu, Kun Wang, Jun Qiang, Dianlin Hu, Yikun Zhang
Deep convolutional dictionary learning network for sparse view CT reconstruction with a group sparse prior. Comput. Methods Programs Biomed. 244 (2024)
Yuan Gao, Hui Tang, Rongjun Ge, Jin Liu, Xin Chen, Yan Xi, Xu Ji, Huazhong Shu, Jian Zhu, Gouenou Coatrieux, Jean-Louis Coatrieux, Yang Chen
3DSRNet: 3-D Spine Reconstruction Network Using 2-D Orthogonal X-Ray Images Based on Deep Learning. IEEE Trans. Instrum. Meas. 72 (2023)
Jin Liu, Yu Sun, Yanqin Kang, Guirui Liu, Zheng Li
Multi-domain Integrative Structure-enhanced and Sparse-coding Network for Sparse View CT Reconstruction. CISP-BMEI (2023)
Jin Liu, Tingyu Zhang, Yanqin Kang, Yong Wang, Yikun Zhang, Dianlin Hu, Yang Chen
Deep residual constrained reconstruction via learned convolutional sparse coding for low-dose CT imaging. Biomed. Signal Process. Control. 85 (2023)
Yikun Zhang, Dianlin Hu, Shilei Hao, Jin Liu, Guotao Quan, Yi Zhang, Xu Ji, Yang Chen
DREAM-Net: Deep Residual Error Iterative Minimization Network for Sparse-View CT Reconstruction. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Jin Liu, Yanqin Kang, Zhenyu Xia, Jun Qiang, Junfeng Zhang, Yikun Zhang, Yang Chen
MRCON-Net: Multiscale reweighted convolutional coding neural network for low-dose CT imaging. Comput. Methods Programs Biomed. 221 (2022)
Jin Liu, Yanqin Kang, Tao Liu, TingYu Zhang, Yikun Zhang
Deep Iterative Reconstruction Network Based on Residual Constraint for Low-Dose CT Imaging. ICSAI (2022)
Dianlin Hu, Yikun Zhang, Jin Liu, Shouhua Luo, Yang Chen
DIOR: Deep Iterative Optimization-Based Residual-Learning for Limited-Angle CT Reconstruction. IEEE Trans. Medical Imaging 41 (7) (2022)
Dianlin Hu, Yikun Zhang, Jin Liu, Yi Zhang, Jean-Louis Coatrieux, Yang Chen
PRIOR: Prior-Regularized Iterative Optimization Reconstruction For 4D CBCT. IEEE J. Biomed. Health Informatics 26 (11) (2022)
Yikun Zhang, Dianlin Hu, Qianlong Zhao, Guotao Quan, Jin Liu, Qiegen Liu, Yi Zhang, Gouenou Coatrieux, Yang Chen, Hengyong Yu
CLEAR: Comprehensive Learning Enabled Adversarial Reconstruction for Subtle Structure Enhanced Low-Dose CT Imaging. IEEE Trans. Medical Imaging 40 (11) (2021)
Yikun Zhang, Tianling Lv, Rongjun Ge, Qianlong Zhao, Dianlin Hu, Liu Zhang, Jin Liu, Yi Zhang, Qiegen Liu, Wei Zhao, Yang Chen
CD-Net: Comprehensive Domain Network With Spectral Complementary for DECT Sparse-View Reconstruction. IEEE Trans. Computational Imaging 7 (2021)
Dianlin Hu, Yikun Zhang, Jin Liu, Changping Du, Jinglin Zhang, Shouhua Luo, Guotao Quan, Qiegen Liu, Yang Chen, Limin Luo
SPECIAL: Single-Shot Projection Error Correction Integrated Adversarial Learning for Limited-Angle CT. IEEE Trans. Computational Imaging 7 (2021)
Dianlin Hu, Weiwen Wu, Moran Xu, Yanbo Zhang, Jin Liu, Rongjun Ge, Yang Chen, Limin Luo, Gouenou Coatrieux
SISTER: Spectral-Image Similarity-Based Tensor With Enhanced-Sparsity Reconstruction for Sparse-View Multi-Energy CT. IEEE Trans. Computational Imaging 6 (2020)
Jin Liu, Yanqin Kang, Dianlin Hu, Yang Chen
Cascade ResUnet with Noise Power Spectrum Loss for Low Dose CT Imaging. CISP-BMEI (2020)
Jin Liu, Yanqin Kang, Dianlin Hu, Yang Chen
4D-CBCT Reconstruction via Motion Compensataion Learning Induced Sparse Tensor Constraint. CISP-BMEI (2019)
Yanqin Kang, Jin Liu, Yunbo Gu, Yang Chen
Sparse Tensor Constrained for Low Dose CT Reconstruction. ISBI (2019)
Xiangrui Yin, Jean-Louis Coatrieux, Qianlong Zhao, Jin Liu, Wei Yang, Jian Yang, Guotao Quan, Yang Chen, Huazhong Shu, Limin Luo
Domain Progressive 3D Residual Convolution Network to Improve Low-Dose CT Imaging. IEEE Trans. Medical Imaging 38 (12) (2019)
Jin Liu, Yining Hu, Jian Yang, Yang Chen, Huazhong Shu, Limin Luo, Qianjing Feng, Zhiguo Gui, Gouenou Coatrieux
3D Feature Constrained Reconstruction for Low-Dose CT Imaging. IEEE Trans. Circuits Syst. Video Technol. 28 (5) (2018)
Jin Liu, Jianhua Ma, Yi Zhang, Yang Chen, Jian Yang, Huazhong Shu, Limin Luo, Gouenou Coatrieux, Wei Yang, Qianjin Feng, Wufan Chen
Discriminative Feature Representation to Improve Projection Data Inconsistency for Low Dose CT Imaging. IEEE Trans. Medical Imaging 36 (12) (2017)
Jin Liu, Yang Chen, Yining Hu, Limin Luo
Low-dose CBCT reconstruction via 3D dictionary learning. ISBI (2016)