Jin Liu

31 papers Journal 22Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
UDEL: Rethinking uncertainty dynamic estimation learning for ambiguous medical image segmentation.
Digit. Signal Process.
Kun Wang, Jin Liu, Zeliang An, Yuting Lu
2026 J jnl
WOADNet: A Wavelet-Inspired Orientational Adaptive Dictionary Network for CT Metal Artifact Reduction.
IEEE J. Biomed. Health Informatics
Tong Jin, Jin Liu, Diandian Wang, Kun Wang, Chenlong Miao, Yikun Zhang, Dianlin Hu, Zhan Wu, Yang Chen
2025 J jnl
DECT sparse reconstruction based on hybrid spectrum data generative diffusion model.
Comput. Methods Programs Biomed.
Jin Liu, Fan Wu, Guorui Zhan, Kun Wang, Yikun Zhang, Dianlin Hu, Yang Chen
2025 J jnl
DPI-MoCo: Deep Prior Image Constrained Motion Compensation Reconstruction for 4D CBCT.
IEEE Trans. Medical Imaging
Dianlin Hu, Chencheng Zhang, Xuanjia Fei, Yi Yao, Yan Xi, Jin Liu, Yikun Zhang, Gouenou Coatrieux, Jean-Louis Coatrieux, Yang Chen
2025 — conf
Decoupling with Wavelet-Based Equalization for Fully and Semi-supervised Biomedical Image Segmentation.
PRCV (13)
Liang Wu, Kun Wang, Bosen Nie, Bo Min, Xingyue Zhao, Yuting Lu, Jin Liu
2025 J jnl
GAML: Geometry-Aware Mutual Learning for polyp segmentation.
Biomed. Signal Process. Control.
Kun Wang, Yuting Lu, Jin Liu, Xiaohong Zhang
2025 J jnl
LWCDNet: An Interpretable Learning Weighted Convolutional Dictionary Network for Metal Artifact Reduction in CT Images.
IEEE Trans. Instrum. Meas.
Jin Liu, Tong Jin, Zihao Ye, Fan Wu, Kun Wang, Zhan Wu, Yikun Zhang, Dianlin Hu, Yang Chen
2025 J jnl
SureUnet: sparse autorepresentation encoder U-Net for noise artifact suppression in low-dose CT.
Neural Comput. Appl.
Jin Liu, Tingyu Zhang, Yanqin Kang, Jun Qiang, Dianlin Hu, Yikun Zhang
2024 J jnl
Artifact suppression for sparse view CT via transformer-based generative adversarial network.
Biomed. Signal Process. Control.
Tingyu Zhang, Jin Liu, Fan Wu, Kun Wang, Subin Huang, Yikun Zhang
2024 J jnl
Deep convolutional dictionary learning network for sparse view CT reconstruction with a group sparse prior.
Comput. Methods Programs Biomed.
Yanqin Kang, Jin Liu, Fan Wu, Kun Wang, Jun Qiang, Dianlin Hu, Yikun Zhang
2023 J jnl
3DSRNet: 3-D Spine Reconstruction Network Using 2-D Orthogonal X-Ray Images Based on Deep Learning.
IEEE Trans. Instrum. Meas.
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
2023 J jnl
DREAM-Net: Deep Residual Error Iterative Minimization Network for Sparse-View CT Reconstruction.
IEEE J. Biomed. Health Informatics
Yikun Zhang, Dianlin Hu, Shilei Hao, Jin Liu, Guotao Quan, Yi Zhang, Xu Ji, Yang Chen
2023 J jnl
Deep residual constrained reconstruction via learned convolutional sparse coding for low-dose CT imaging.
Biomed. Signal Process. Control.
Jin Liu, Tingyu Zhang, Yanqin Kang, Yong Wang, Yikun Zhang, Dianlin Hu, Yang Chen
2023 — conf
Multi-domain Integrative Structure-enhanced and Sparse-coding Network for Sparse View CT Reconstruction.
CISP-BMEI
Jin Liu, Yu Sun, Yanqin Kang, Guirui Liu, Zheng Li
2022 J jnl
DIOR: Deep Iterative Optimization-Based Residual-Learning for Limited-Angle CT Reconstruction.
IEEE Trans. Medical Imaging
Dianlin Hu, Yikun Zhang, Jin Liu, Shouhua Luo, Yang Chen
2022 — conf
Deep Iterative Reconstruction Network Based on Residual Constraint for Low-Dose CT Imaging.
ICSAI
Jin Liu, Yanqin Kang, Tao Liu, Tingyu Zhang, Yikun Zhang
2022 J jnl
MRCON-Net: Multiscale reweighted convolutional coding neural network for low-dose CT imaging.
Comput. Methods Programs Biomed.
Jin Liu, Yanqin Kang, Zhenyu Xia, Jun Qiang, Junfeng Zhang, Yikun Zhang, Yang Chen
2022 J jnl
PRIOR: Prior-Regularized Iterative Optimization Reconstruction For 4D CBCT.
IEEE J. Biomed. Health Informatics
Dianlin Hu, Yikun Zhang, Jin Liu, Yi Zhang, Jean-Louis Coatrieux, Yang Chen
2021 J jnl
CD-Net: Comprehensive Domain Network With Spectral Complementary for DECT Sparse-View Reconstruction.
IEEE Trans. Computational Imaging
Yikun Zhang, Tianling Lv, Rongjun Ge, Qianlong Zhao, Dianlin Hu, Liu Zhang, Jin Liu, Yi Zhang, Qiegen Liu, Wei Zhao, Yang Chen
2021 J jnl
CLEAR: Comprehensive Learning Enabled Adversarial Reconstruction for Subtle Structure Enhanced Low-Dose CT Imaging.
IEEE Trans. Medical Imaging
Yikun Zhang, Dianlin Hu, Qianlong Zhao, Guotao Quan, Jin Liu, Qiegen Liu, Yi Zhang, Gouenou Coatrieux, Yang Chen, Hengyong Yu
2021 — conf
Low Dose CT Noise Artifact Reduction Based on Multi-scale Weighted Convolutional Coding Network.
ICSAI
Jin Liu, Zhenyu Xia, Yanqin Kang, Jun Qiang
2021 J jnl
SPECIAL: Single-Shot Projection Error Correction Integrated Adversarial Learning for Limited-Angle CT.
IEEE Trans. Computational Imaging
Dianlin Hu, Yikun Zhang, Jin Liu, Changping Du, Jinglin Zhang, Shouhua Luo, Guotao Quan, Qiegen Liu, Yang Chen, Limin Luo
2020 — conf
Cascade ResUnet with Noise Power Spectrum Loss for Low Dose CT Imaging.
CISP-BMEI
Jin Liu, Yanqin Kang, Dianlin Hu, Yang Chen
2020 — conf
Motion Estimation and Spatiotemporal Tensor Enhanced Representation for 4D-CBCT Image Reconstruction.
CISP-BMEI
Jin Liu, Yanqin Kang, Guirui Liu
2020 J jnl
SISTER: Spectral-Image Similarity-Based Tensor With Enhanced-Sparsity Reconstruction for Sparse-View Multi-Energy CT.
IEEE Trans. Computational Imaging
Dianlin Hu, Weiwen Wu, Moran Xu, Yanbo Zhang, Jin Liu, Rongjun Ge, Yang Chen, Limin Luo, Gouenou Coatrieux
2019 — conf
4D-CBCT Reconstruction via Motion Compensataion Learning Induced Sparse Tensor Constraint.
CISP-BMEI
Jin Liu, Yanqin Kang, Dianlin Hu, Yang Chen
2019 J jnl
Domain Progressive 3D Residual Convolution Network to Improve Low-Dose CT Imaging.
IEEE Trans. Medical Imaging
Xiangrui Yin, Jean-Louis Coatrieux, Qianlong Zhao, Jin Liu, Wei Yang, Jian Yang, Guotao Quan, Yang Chen, Huazhong Shu, Limin Luo
2019 — conf
Sparse Tensor Constrained for Low Dose CT Reconstruction.
ISBI
Yanqin Kang, Jin Liu, Yunbo Gu, Yang Chen
2018 J jnl
3D Feature Constrained Reconstruction for Low-Dose CT Imaging.
IEEE Trans. Circuits Syst. Video Technol.
Jin Liu, Yining Hu, Jian Yang, Yang Chen, Huazhong Shu, Limin Luo, Qianjing Feng, Zhiguo Gui, Gouenou Coatrieux
2017 J jnl
Discriminative Feature Representation to Improve Projection Data Inconsistency for Low Dose CT Imaging.
IEEE Trans. Medical Imaging
Jin Liu, Jianhua Ma, Yi Zhang, Yang Chen, Jian Yang, Huazhong Shu, Limin Luo, Gouenou Coatrieux, Wei Yang, Qianjin Feng, Wufan Chen
2016 — conf
Low-dose CBCT reconstruction via 3D dictionary learning.
ISBI
Jin Liu, Yang Chen, Yining Hu, Limin Luo