Wenjun Xia

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 48

Top Topics

Neural Architecture

Artifact Reduction

Image Reconstruction

Top Venues

IEEE Trans. Medical Imaging

Publications

Bowen Li, Zhiwen Wang, Ziyuan Yang, Wenjun Xia, Yi Zhang
Progressive dual-domain-transfer cycleGAN for unsupervised MRI reconstruction. Neurocomputing 563 (2024)
Wenjun Xia, Peiqing Li, Heyu Huang, Qipeng Li, Taiping Yang, Zhuoran Li
TTD-YOLO: A Real-Time Traffic Target Detection Algorithm Based on YOLOV5. IEEE Access 12 (2024)
Hui Wang, Guangcheng Wang, Wenjun Xia, Ziyuan Yang, Hui Yu, Leyuan Fang, Yi Zhang
Blind Image Quality Assessment via Deep Response Feature Decomposition and Aggregation. IEEE J. Sel. Top. Signal Process. 17 (6) (2023)
Wenjun Xia, Chuang Niu, Wenxiang Cong, Ge Wang
Sub-volume-based Denoising Diffusion Probabilistic Model for Cone-beam CT Reconstruction from Incomplete Data. CoRR (2023)
Zexin Lu, Wenjun Xia, Yongqiang Huang, Mingzheng Hou, Hu Chen, Jiliu Zhou, Hongming Shan, Yi Zhang
NAS: Multi-Scale and Multi-Level Memory-Efficient Neural Architecture Search for Low-Dose CT Denoising. IEEE Trans. Medical Imaging 42 (3) (2023)
Ziyuan Yang, Wenjun Xia, Yifan Qiao, Zexin Lu, Bob Zhang, Lu Leng, Yi Zhang
Net: Coordinate-Aware Contrastive Competitive Neural Network for Palmprint Recognition. IEEE Trans. Instrum. Meas. 72 (2023)
Wenjun Xia, Yongyi Shi, Chuang Niu, Wenxiang Cong, Ge Wang
Diffusion Prior Regularized Iterative Reconstruction for Low-dose CT. CoRR (2023)
Yongyi Shi, Wenjun Xia, Ge Wang, Xuanqin Mou
Blind CT Image Quality Assessment Using DDPM-derived Content and Transformer-based Evaluator. CoRR (2023)
Yiwei Wang, Wenjun Xia, Zhennan Yan, Liang Zhao, Xiaohe Bian, Chang Liu, Zhengnan Qi, Shaoting Zhang, Zisheng Tang
Root canal treatment planning by automatic tooth and root canal segmentation in dental CBCT with deep multi-task feature learning. Medical Image Anal. 85 (2023)
Wenjun Xia, Hongming Shan, Ge Wang, Yi Zhang
Physics-/Model-Based and Data-Driven Methods for Low-Dose Computed Tomography: A survey. IEEE Signal Process. Mag. 40 (2) (2023)
Zexin Lu, Wenjun Xia, Yongqiang Huang, Mingzheng Hou, Hu Chen, Hongming Shan, Yi Zhang
Low-Dose CT Denoising via Neural Architecture Search. ISBI (2022)
Zhiwen Wang, Bowen Li, Wenjun Xia, Chenyu Shen, Mingzheng Hou, Hu Chen, Yan Liu, Jiliu Zhou, Yi Zhang
Leaders: Learnable Deep Radial Subsampling for Mri Reconstruction. ISBI (2022)
Ziyuan Yang, Wenjun Xia, Zexin Lu, Yingyu Chen, Xiaoxiao Li, Yi Zhang
Hypernetwork-based Personalized Federated Learning for Multi-Institutional CT Imaging. CoRR (2022)
Wenjun Xia, Ziyuan Yang, Qizheng Zhou, Zexin Lu, Zhongxian Wang, Yi Zhang
A Transformer-Based Iterative Reconstruction Model for Sparse-View CT Reconstruction. MICCAI (6) (2022)
Wenjun Xia, Qing Lyu, Ge Wang
Low-Dose CT Using Denoising Diffusion Probabilistic Model for 20$\times$ Speedup. CoRR (2022)
Wenjun Xia, Wenxiang Cong, Ge Wang
Patch-Based Denoising Diffusion Probabilistic Model for Sparse-View CT Reconstruction. CoRR (2022)
Wenjun Xia, Hongming Shan, Ge Wang, Yi Zhang
Synergizing Physics/Model-based and Data-driven Methods for Low-Dose CT. CoRR (2022)
Xiang Chen, Wenjun Xia, Yan Liu, Hu Chen, Jiliu Zhou, Zhiyuan Zha, Bihan Wen, Yi Zhang
FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction. IEEE Trans. Medical Imaging 41 (8) (2022)
Chenyu Shen, Wenjun Xia, Hongwei Ye, Mingzheng Hou, Hu Chen, Yan Liu, Jiliu Zhou, Yi Zhang
Unsupervised PET Reconstruction from a Bayesian Perspective. ISBI (2022)
Jian Zhang, Wenjun Xia, Jiaqi Dong, Zisheng Tang, Qunfei Zhao
Root Canal Segmentation in CBCT Images by 3D U-Net with Global and Local Combination Loss. EMBC (2021)
Zhiwen Wang, Wenjun Xia, Zexin Lu, Yongqiang Huang, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang
One Network to Solve Them All: A Sequential Multi-Task Joint Learning Network Framework for MR Imaging Pipeline. CoRR (2021)
Yongqiang Huang, Wenjun Xia, Zexin Lu, Yan Liu, Hu Chen, Jiliu Zhou, Leyuan Fang, Yi Zhang
Noise-Powered Disentangled Representation for Unsupervised Speckle Reduction of Optical Coherence Tomography Images. IEEE Trans. Medical Imaging 40 (10) (2021)
Zexin Lu, Wenjun Xia, Yongqiang Huang, Hongming Shan, Hu Chen, Jiliu Zhou, Yi Zhang
MANAS: Multi-Scale and Multi-Level Neural Architecture Search for Low-Dose CT Denoising. CoRR (2021)
Tao Wang, Wenjun Xia, Zexin Lu, Huaiqiang Sun, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang
IDOL-Net: An Interactive Dual-Domain Parallel Network for CT Metal Artifact Reduction. CoRR (2021)
Wenjun Xia, Zexin Lu, Yongqiang Huang, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang
CT Reconstruction With PDF: Parameter-Dependent Framework for Data From Multiple Geometries and Dose Levels. IEEE Trans. Medical Imaging 40 (11) (2021)
Chenyu Shen, Wenjun Xia, Hongwei Ye, Mingzheng Hou, Hu Chen, Yan Liu, Jiliu Zhou, Yi Zhang
Unsupervised PET Reconstruction from a Bayesian Perspective. CoRR (2021)
Zhiwen Wang, Wenjun Xia, Zexin Lu, Yongqiang Huang, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang
One Network to Solve Them All: A Sequential Multi-task Joint Learning Network Framework for MR Imaging Pipeline. MLMIR@MICCAI (2021)
Tao Wang, Wenjun Xia, Yongqiang Huang, Huaiqiang Sun, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang
Dual-Domain Adaptive-Scaling Non-local Network for CT Metal Artifact Reduction. MICCAI (6) (2021)
Wenjun Xia, Zexin Lu, Yongqiang Huang, Zuoqiang Shi, Yan Liu, Hu Chen, Yang Chen, Jiliu Zhou, Yi Zhang
MAGIC: Manifold and Graph Integrative Convolutional Network for Low-Dose CT Reconstruction. IEEE Trans. Medical Imaging 40 (12) (2021)
Xiang Chen, Wenjun Xia, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang
Fourth- Order Nonlocal Tensor Decomposition Model For Spectral Computed Tomography. ISBI (2021)
Qingchao Zhang, Mehrdad Alvandipour, Wenjun Xia, Yi Zhang, Xiaojing Ye, Yunmei Chen
Provably Convergent Learned Inexact Descent Algorithm for Low-Dose CT Reconstruction. CoRR (2021)
Tao Wang, Wenjun Xia, Yongqiang Huang, Huaiqiang Sun, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang
DAN-Net: Dual-Domain Adaptive-Scaling Non-local Network for CT Metal Artifact Reduction. CoRR (2021)
Wenjun Xia, Zexin Lu, Yongqiang Huang, Yan Liu, Jiliu Zhou, Yi Zhang
Ct Reconstruction With Pdf: Parameter-Dependent Framework For Multiple Scanning Geometries And Dose Levels. ISBI (2021)
Yi Zhang, Hu Chen, Wenjun Xia, Yang Chen, Baodong Liu, Yan Liu, Huaiqiang Sun, Jiliu Zhou
LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CT. CoRR (2020)
Hui Yu, Wenjun Xia, Yan Liu, Xuejun Gu, Jiliu Zhou, Yi Zhang
MMSSD: Multi-scale and Multi-level Single Shot Detector for Brain Metastases Detection. BrainLes@MICCAI (1) (2020)
Yongqiang Huang, Wenjun Xia, Zexin Lu, Yan Liu, Jiliu Zhou, Leyuan Fang, Yi Zhang
Disentanglement Network for Unsupervised Speckle Reduction of Optical Coherence Tomography Images. MICCAI (5) (2020)
Xiang Chen, Wenjun Xia, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang
Fourth-Order Nonlocal Tensor Decomposition Model for Spectral Computed Tomography. CoRR (2020)
Wenjun Xia, Zexin Lu, Yongqiang Huang, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang
CT Reconstruction with PDF: Parameter-Dependent Framework for Multiple Scanning Geometries and Dose Levels. CoRR (2020)
Zichun Yu, Qunfei Zhao, Zisheng Tang, Wenjun Xia
CBCT image segmentation of tooth-root canal based on improved level set algorithm. CIPAE (2020)
Peng Bao, Wenjun Xia, Kang Yang, Jiliu Zhou, Yi Zhang
Sparse-View Ct Reconstruction Via Convolutional Sparse Coding. ISBI (2019)
Peng Bao, Wenjun Xia, Kang Yang, Weiyan Chen, Mianyi Chen, Yan Xi, Shanzhou Niu, Jiliu Zhou, He Zhang, Huaiqiang Sun, Zhangyang Wang, Yi Zhang
Convolutional Sparse Coding for Compressed Sensing CT Reconstruction. CoRR (2019)
Peng Bao, Huaiqiang Sun, Zhangyang Wang, Yi Zhang, Wenjun Xia, Kang Yang, Weiyan Chen, Mianyi Chen, Yan Xi, Shanzhou Niu, Jiliu Zhou, He Zhang
Convolutional Sparse Coding for Compressed Sensing CT Reconstruction. IEEE Trans. Medical Imaging 38 (11) (2019)
Wenjun Xia, Weiwen Wu, Fenglin Liu, Hengyong Yu, Jiliu Zhou, Ge Wang, Yi Zhang
Spectral Ct Reconstruction Via Self-Similarity In Image-Spectral Tensors. ISBI (2019)
Kang Yang, Wenjun Xia, Peng Bao, Jiliu Zhou, Yi Zhang
Nonlocal Weighted Nuclear Norm Minimization based Sparse-Sampling CT Image Reconstruction. ISBI (2019)
Wenjun Xia, Weiwen Wu, Shanzhou Niu, Fenglin Liu, Jiliu Zhou, Hengyong Yu, Ge Wang, Yi Zhang
Spectral CT Reconstruction - ASSIST: Aided by Self-Similarity in Image-Spectral Tensors. IEEE Trans. Computational Imaging 5 (3) (2019)
Yi Zhang, Kang Yang, Yining Zhu, Wenjun Xia, Peng Bao, Jiliu Zhou
NOWNUNM: Nonlocal Weighted Nuclear Norm Minimization for Sparse-Sampling CT Reconstruction. IEEE Access 6 (2018)
Peng Bao, Wenjun Xia, Kang Yang, Jiliu Zhou, Yi Zhang
Sparse-View CT Reconstruction via Convolutional Sparse Coding. CoRR (2018)
Wenjun Xia, Yoshio Mita, Tadashi Shibata
A Nearest Neighbor Classifier Employing Critical Boundary Vectors for Efficient On-Chip Template Reduction. IEEE Trans. Neural Networks Learn. Syst. 27 (5) (2016)
Wenjun Xia, Tadashi Shibata
Self-adaptive quasi-Gaussian circuits for analog on-chip-trainable multi-class classifiers. ISCAS (2012)
Wenjun Xia, Tadashi Shibata
Critical Boundary Vector Concept in Nearest Neighbor Classifiers using k-Means Centers for Efficient Template Reduction. IJCCI (NCTA) (2011)