Tianmin Xu

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 33

Top Topics

Convolutional Network

Dense Correspondence

Computed Tomography

Top Venues

IEEE Trans. Medical Imaging

Int. J. Comput. Assist. Radiol. Surg.

Publications

Yicheng Zhong, Yuru Pei, Kaichen Nie, Yungeng Zhang, Tianmin Xu, Hongbin Zha
Bi-Graph Reasoning for Masticatory Muscle Segmentation From Cone-Beam Computed Tomography. IEEE Trans. Medical Imaging 42 (12) (2023)
Yixiao Guo, Lei Hou, Zili Li, Yang He, Tianmin Xu, Yuru Pei
Weakly Supervised Learning Of Piecewise Rigid Transformation for Orthognathic Surgical Reconstruction of Dentofacial Deformity. ISBI (2023)
Kaichen Nie, Yuru Pei, Diya Sun, Tianmin Xu
Deep Supervoxel Mapping Learning for Dense Correspondence of Cone-Beam Computed Tomography. PRCV (2) (2022)
Yichen Pan, Yinghui Wang, Gang Li, Si Chen, Tianmin Xu
Validity and reliability of masseter muscles segmentation from the transverse sections of Cone-Beam CT scans compared with MRI scans. Int. J. Comput. Assist. Radiol. Surg. 17 (4) (2022)
Diya Sun, Yuru Pei, Yungeng Zhang, Tianmin Xu, Tianbing Wang, Hongbin Zha
Dense correspondence of deformable volumetric images via deep spectral embedding and descriptor learning. Medical Image Anal. 82 (2022)
Yikun Jiang, Yuru Pei, Peixin Li, Yungeng Zhang, Yuke Guo, Yi Fan, Gui Chen, Fanfan Dai, Tianmin Xu, Xiaoru Yuan, Hongbin Zha
Craniofacial Volumetric Image Estimation From a Lateral Cephalogram Using Cross-Dimensional Discrete Embedding Mapping. IEEE Trans. Computational Imaging 8 (2022)
Diya Sun, Yungeng Zhang, Yuru Pei, Peixin Li, Kaichen Nie, Tianmin Xu, Tianbing Wang, Hongbin Zha
Deep Volumetric Descriptor Learning for Dense Correspondence of Cone-Beam Computed Tomography via Spectral Maps. IEEE Trans. Medical Imaging 41 (8) (2022)
Yunai Yi, Diya Sun, Peixin Li, Tae-Kyun Kim, Tianmin Xu, Yuru Pei
Unsupervised random forest for affinity estimation. Comput. Vis. Media 8 (2) (2022)
Diya Sun, Yungeng Zhang, Yuru Pei, Tianmin Xu, Hongbin Zha
Spectral Embedding Approximation and Descriptor Learning for Craniofacial Volumetric Image Correspondence. MICCAI (4) (2021)
Peixin Li, Yuru Pei, Yuke Guo, Gengyu Ma, Tianmin Xu, Hongbin Zha
Non-Rigid 2D-3D Registration Using Convolutional Autoencoders. ISBI (2020)
Yungeng Zhang, Yuru Pei, Yuke Guo, Si Chen, Tianmin Xu, Hongbin Zha
Cleft Volume Estimation and Maxilla Completion Using Cascaded Deep Neural Networks. MLMI@MICCAI (2020)
Mochen Yu, Yuke Guo, Diya Sun, Yuru Pei, Tianmin Xu
Automatic Tooth Segmentation and 3D Reconstruction from Panoramic and Lateral Radiographs. PRCV (1) (2020)
Yikun Jiang, Peixin Li, Yungeng Zhang, Yuru Pei, Yuke Guo, Tianmin Xu, Xiaoru Yuan
3D Volume Reconstruction from Single Lateral X-Ray Image via Cross-Modal Discrete Embedding Transition. MLMI@MICCAI (2020)
Yungeng Zhang, Yuru Pei, Yuke Guo, Gengyu Ma, Tianmin Xu, Hongbin Zha
Fully Convolutional Network for Consistent Voxel-Wise Correspondence. AAAI (2020)
Yungeng Zhang, Yuru Pei, Si Chen, Yuke Guo, Gengyu Ma, Tianmin Xu, Hongbin Zha
Volumetric Registration-Based Cleft Volume Estimation of Alveolar Cleft Grafting Procedures. ISBI (2020)
Yiran Jiang, Guangying Song, Xiaonan Yu, Yuanbo Dou, Qingfeng Li, Siqi Liu, Bing Han, Tianmin Xu
The application and accuracy of feature matching on automated cephalometric superimposition. BMC Medical Imaging 20 (1) (2020)
Diya Sun, Yuru Pei, Peixin Li, Guangying Song, Yuke Guo, Hongbin Zha, Tianmin Xu
Automatic Tooth Segmentation and Dense Correspondence of 3D Dental Model. MICCAI (4) (2020)
Diya Sun, Yuru Pei, Guangying Song, Yuke Guo, Gengyu Ma, Tianmin Xu, Hongbin Zha
Tooth Segmentation and Labeling from Digital Dental Casts. ISBI (2020)
Yungeng Zhang, Yuru Pei, Haifang Qin, Yuke Guo, Gengyu Ma, Tianmin Xu, Hongbin Zha
Masseter Muscle Segmentation from Cone-Beam CT Images using Generative Adversarial Network. ISBI (2019)
Diya Sun, Yuru Pei, Yungeng Zhang, Yuke Guo, Gengyu Ma, Tianmin Xu, Hongbin Zha
Correspondence-Steered Volumetric Descriptor Learning Using Deep Functional Maps. MLMI@MICCAI (2019)
Diya Sun, Yuru Pei, Yuke Guo, Gengyu Ma, Tianmin Xu, Hongbin Zha
Dense Correspondence of Cone-Beam Computed Tomography Images Using Oblique Clustering Forest. BMVC (2018)
Haifang Qin, Yuru Pei, Yuke Guo, Gengyu Ma, Tianmin Xu, Hongbin Zha
Masseter Segmentation from Computed Tomography Using Feature-Enhanced Nested Residual Neural Network. MLMI@MICCAI (2018)
Yungeng Zhang, Yuru Pei, Yuke Guo, Gengyu Ma, Tianmin Xu, Hongbin Zha
Consistent Correspondence of Cone-Beam CT Images Using Volume Functional Maps. MICCAI (1) (2018)
Yungeng Zhang, Yuru Pei, Haifang Qin, Yuke Guo, Gengyu Ma, Tianmin Xu, Hongbin Zha
Temporal Consistent 2D-3D Registration of Lateral Cephalograms and Cone-Beam Computed Tomography Images. MLMI@MICCAI (2018)
Yuru Pei, Yunai Yi, Gengyu Ma, Tae-Kyun Kim, Yuke Guo, Tianmin Xu, Hongbin Zha
Spatially Consistent Supervoxel Correspondences of Cone-Beam Computed Tomography Images. IEEE Trans. Medical Imaging 37 (10) (2018)
Yuru Pei, Gengyu Ma, Gui Chen, Xiaoyun Zhang, Tianmin Xu, Hongbin Zha
Superimposition of Cone-Beam Computed Tomography Images by Joint Embedding. IEEE Trans. Biomed. Eng. 64 (6) (2017)
Yuru Pei, Yunai Yi, Gengyu Ma, Yuke Guo, Gui Chen, Tianmin Xu, Hongbin Zha
Mixed Metric Random Forest for Dense Correspondence of Cone-Beam Computed Tomography Images. MICCAI (1) (2017)
Yuru Pei, Yunai Yi, Gengyu Ma, Yuke Guo, Gui Chen, Tianmin Xu, Hongbin Zha
Finding Dense Supervoxel Correspondence of Cone-Beam Computed Tomography Images. MLMI@MICCAI (2017)
Yuru Pei, Yunai Yi, Gui Chen, Tianmin Xu, Hongbin Zha, Gengyu Ma
Voxel-wise correspondence of cone-beam computed tomography images by cascaded randomized forest. ISBI (2017)
Yuru Pei, Haifang Qin, Gengyu Ma, Yuke Guo, Gui Chen, Tianmin Xu, Hongbin Zha
Multi-scale Volumetric ConvNet with Nested Residual Connections for Segmentation of Anterior Cranial Base. MLMI@MICCAI (2017)
Yuru Pei, Yungeng Zhang, Haifang Qin, Gengyu Ma, Yuke Guo, Tianmin Xu, Hongbin Zha
Non-rigid Craniofacial 2D-3D Registration Using CNN-Based Regression. DLMIA/ML-CDS@MICCAI (2017)
Yuru Pei, Fanfan Dai, Tianmin Xu, Hongbin Zha, Gengyu Ma
Volumetric reconstruction of craniofacial structures from 2D lateral cephalograms by regression forest. ICIP (2016)
Fanfan Dai, Longfang Wang, Gui Chen, Si Chen, Tianmin Xu
Three-dimensional modeling of an individualized functional masticatory system and bite force analysis with an orthodontic bite plate. Int. J. Comput. Assist. Radiol. Surg. 11 (2) (2016)
Yuru Pei, Bin Liu, Hongbin Zha, Bing Han, Tianmin Xu
Anatomical Structure Sketcher for Cephalograms by Bimodal Deep Learning. BMVC (2013)
Yuru Pei, Fuhao Shi, Hua Chen, Jia Wei, Hongbin Zha, Ruoping Jiang, Tianmin Xu
Personalized Tooth Shape Estimation From Radiograph and Cast. IEEE Trans. Biomed. Eng. 59 (9) (2012)
Lili Ma, Tianmin Xu, Jiuxiang Lin
Validation of a three-dimensional facial scanning system based on structured light techniques. Comput. Methods Programs Biomed. 94 (3) (2009)
Weining Yue, Dali Yin, Chengjun Li, Guoping Wang, Tianmin Xu
Automated 2-D Cephalometric Analysis on X-ray Images by a Model-Based Approach. IEEE Trans. Biomed. Eng. 53 (8) (2006)
Weining Yue, Dali Yin, Chengjun Li, Guoping Wang, Tianmin Xu
Locating large-scale craniofacial feature points on X-ray images for automated cephalometric analysis. ICIP (2) (2005)
Weining Yue, Dali Yin, Guoping Wang, Tianmin Xu, Chengjun Li
Computerized Extraction of Craniofacial Anatomical Structures for Orthodontic Analysis. CAIP (2005)