Xiaoming Liu

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 57

Top Topics

Transfer Learning

Optical Coherence Tomography

Top Venues

Comput. Biol. Medicine

Biomed. Signal Process. Control.

Publications

Xiaoming Liu, Jingling Pan, Xiao Li, Xiangkai Wei, Zhipeng Liu, Zhifang Pan, Jinshan Tang
Attention Based Cross-Domain Synthesis and Segmentation From Unpaired Medical Images. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Xiaoming Liu, Xin Zhu, Ying Zhang, Man Wang
Point based weakly semi-supervised biomarker detection with cross-scale and label assignment in retinal OCT images. Comput. Methods Programs Biomed. 251 (2024)
Xiaoming Liu, Zhipeng Liu, Ying Zhang, Man Wang, Jinshan Tang
Weakly-supervised localization and classification of biomarkers in OCT images with integrated reconstruction and attention. Biomed. Signal Process. Control. 79 (Part) (2023)
Xiaoming Liu, Di Zhang, Junping Yao, Jinshan Tang
Transformer and convolutional based dual branch network for retinal vessel segmentation in OCTA images. Biomed. Signal Process. Control. 83 (2023)
Xiaoming Liu, Qi Liu, Ying Zhang, Man Wang, Jinshan Tang
TSSK-Net: Weakly supervised biomarker localization and segmentation with image-level annotation in retinal OCT images. Comput. Biol. Medicine 153 (2023)
Jintao Ru, Beichen Lu, Buran Chen, Jialin Shi, Gaoxiang Chen, Meihao Wang, Zhifang Pan, Yezhi Lin, Zhihong Gao, Jiejie Zhou, Xiaoming Liu, Chen Zhang
Attention guided neural ODE network for breast tumor segmentation in medical images. Comput. Biol. Medicine 159 (2023)
Xiaoming Liu, Xiao Li
Joint Boundary-Enhanced and Topology-Preserving Dual-Path Network for Retinal Layer Segmentation in OCT Images with Pigment Epithelial Detachment. PRCV (13) (2023)
Xiaoming Liu, Kejie Zhou, Man Wang, Ying Zhang
Improved Faster-RCNN Based Biomarkers Detection in Retinal Optical Coherence Tomography Images. ICTAI (2022)
Zhiwei Xu, Kai Zhang, Juanjuan He, Xiaoming Liu
A novel membrane-inspired evolutionary framework for multi-objective multi-task optimization problems. Inf. Sci. 596 (2022)
Zhiwei Xu, Xiaoming Liu, Kai Zhang, Juanjuan He
Cultural transmission based multi-objective evolution strategy for evolutionary multitasking. Inf. Sci. 582 (2022)
Xiaoming Liu, Yingjie Bai, Jun Cao, Junping Yao, Ying Zhang, Man Wang
Joint disease classification and lesion segmentation via one-stage attention-based convolutional neural network in OCT images. Biomed. Signal Process. Control. 71 (Part) (2022)
Xiaoming Liu, Shaocheng Wang, Jun Cao, Ying Zhang, Man Wang
Uncertainty-guided self-ensembling model for semi-supervised segmentation of multiclass retinal fluid in optical coherence tomography images. Int. J. Imaging Syst. Technol. 32 (1) (2022)
Xiaoming Liu, Qi Liu
Weakly Supervised Anomaly Localization and Segmentation of Biomarkers in OCT Images. ICTAI (2022)
Xiaoming Liu, Zhengsheng Guo, Jun Cao, Jinshan Tang
MDC-net: A new convolutional neural network for nucleus segmentation in histopathology images with distance maps and contour information. Comput. Biol. Medicine 135 (2021)
Xiaoming Liu, Shaocheng Wang
Uncertainty-Aware Semi-Supervised Framework for Automatic Segmentation of Macular Edema in Oct Images. ISBI (2021)
Xiaoming Liu, Shaocheng Wang, Ying Zhang, Dong Liu, Wei Hu
Automatic fluid segmentation in retinal optical coherence tomography images using attention based deep learning. Neurocomputing 452 (2021)
Jing Wu, Hong Guo, Yuan Wen, Wei Hu, Yining Li, Tianyi Liu, Xiaoming Liu
Medical Big Data Analysis with Attention and Large Margin Loss Model for Skin Lesion Application. J. Signal Process. Syst. 93 (7) (2021)
Xiaoming Liu, Jun Cao, Shaocheng Wang, Ying Zhang, Man Wang
Confidence-Guided Topology-Preserving Layer Segmentation for Optical Coherence Tomography Images With Focus-Column Module. IEEE Trans. Instrum. Meas. 70 (2021)
Gaoxiang Chen, Jintao Ru, Yilin Zhou, Islem Rekik, Zhifang Pan, Xiaoming Liu, Yezhi Lin, Beichen Lu, Jialin Shi
MTANS: Multi-Scale Mean Teacher Combined Adversarial Network with Shape-Aware Embedding for Semi-Supervised Brain Lesion Segmentation. NeuroImage 244 (2021)
Jing Wu, Wei Hu, Yuan Wen, Wenli Tu, Xiaoming Liu
Skin Lesion Classification Using Densely Connected Convolutional Networks with Attention Residual Learning. Sensors 20 (24) (2020)
Kai Zhang, Chaonan Shen, Xiaoming Liu, Gary G. Yen
Multiobjective Evolution Strategy for Dynamic Multiobjective Optimization. IEEE Trans. Evol. Comput. 24 (5) (2020)
Xiaoming Liu, Aihui Yu, Xiangkai Wei, Zhifang Pan, Jinshan Tang
Multimodal MR Image Synthesis Using Gradient Prior and Adversarial Learning. IEEE J. Sel. Top. Signal Process. 14 (6) (2020)
Xiaoming Liu, Zhou Yang, Wei Hu, Jun Liu, Kai Zhang
Detection of macular diseases in optical coherence tomography image. Int. J. Parallel Emergent Distributed Syst. 35 (3) (2020)
Jun Cao, Xiaoming Liu, Ying Zhang, Man Wang
A Multi-task Framework for Topology-guaranteed Retinal Layer Segmentation in OCT Images. SMC (2020)
Xiaoming Liu, Jun Cao, Tianyu Fu, Zhifang Pan, Wei Hu, Kai Zhang, Jun Liu
Semi-Supervised Automatic Segmentation of Layer and Fluid Region in Retinal Optical Coherence Tomography Images Using Adversarial Learning. IEEE Access 7 (2019)
Xiaoming Liu, Dong Liu, Tianyu Fu, Zhifang Pan, Wei Hu, Kai Zhang
Shortest path with backtracking based automatic layer segmentation in pathological retinal optical coherence tomography images. Multim. Tools Appl. 78 (12) (2019)
Xiaoming Liu, Ting Zhu, Leilei Zhai, Jun Liu
Mass classification of benign and malignant with a new twin support vector machine joint \({l_{2, 1}}\) -norm. Int. J. Mach. Learn. Cybern. 10 (1) (2019)
Xiaoming Liu, Zhengsheng Guo, Bo Li, Jun Cao
Nuclei segmentation by using convolutional network with distance map and contour information. ACML (2019)
Xiaoming Liu, Xiangkai Wei, Aihui Yu, Zhifang Pan
Unpaired Data based Cross-domain Synthesis and Segmentation Using Attention Neural Network. ACML (2019)
Wenli Tu, Xiaoming Liu, Wei Hu, Zhifang Pan, Xin Xu, Bo Li
Segmentation of Lesion in Dermoscopy Images Using Dense-Residual Network with Adversarial Learning. ICIP (2019)
Wenli Tu, Xiaoming Liu, Wei Hu, Zhifang Pan
Dense-Residual Network With Adversarial Learning for Skin Lesion Segmentation. IEEE Access 7 (2019)
Xiaoming Liu, Tianyu Fu, Zhifang Pan, Dong Liu, Wei Hu, Jun Liu, Kai Zhang
Automated Layer Segmentation of Retinal Optical Coherence Tomography Images Using a Deep Feature Enhanced Structured Random Forests Classifier. IEEE J. Biomed. Health Informatics 23 (4) (2019)
Zhi-Wei Xu, Xiaoming Liu, Kai Zhang
Mechanical Properties Prediction for Hot Rolled Alloy Steel Using Convolutional Neural Network. IEEE Access 7 (2019)
Xiaoming Liu, Dong Liu, Bo Li, Shaocheng Wang
Deep Learning Based Fluid Segmentation in Retinal Optical Coherence Tomography Images. ICIC (1) (2019)
Pengfei Yu, Juanjuan He, Xiaoming Liu, Kai Zhang
Industrial Air Pollution Prediction Using Deep Neural Network. BIC-TA (1) (2018)
Aihui Yu, Xiaoming Liu, Xiangkai Wei, Tianyu Fu, Dong Liu
Generative Adversarial Networks with Dense Connection for Optical Coherence Tomography Images Denoising. CISP-BMEI (2018)
Qiang Cai, Xiaoming Liu, Zhengsheng Guo
Identifying Architectural Distortion in Mammogram Images Via a SE-DenseNet Model and Twice Transfer Learning. CISP-BMEI (2018)
Xiangkai Wei, Xiaoming Liu, Aihui Yu, Tianyu Fu, Dong Liu
Clustering-Oriented Multiple Convolutional Neural Networks for Optical Coherence Tomography Image Denoising. CISP-BMEI (2018)
Xiaoming Liu, Leilei Zhai, Ting Zhu, Jun Liu, Kai Zhang, Wei Hu
Multiple TBSVM-RFE for the detection of architectural distortion in mammographic images. Multim. Tools Appl. 77 (12) (2018)
Xiaoming Liu, Tianyu Fu, Zhifang Pan, Dong Liu, Wei Hu, Bo Li
Semi-Supervised Automatic Layer and Fluid Region Segmentation of Retinal Optical Coherence Tomography Images Using Adversarial Learning. ICIP (2018)
Xiaoming Liu, Dong Liu, Tianyu Fu, Kai Zhang, Jun Liu, Li Chen
Shortest Path with Backtracking Based Automatic Layer Segmentation in Pathological Retinal Optical Coherence Tomography. ICIP (2018)
Wei Hu, Hong Guo, Kai Zhang, Jun Liu, Xiaoming Liu, Qingsong Shi
An energy-efficient design of microkernel-based on-chip OS for NOC-based manycore system. J. Supercomput. 73 (8) (2017)
Wei Hu, Hong Guo, Hongna Geng, Kai Zhang, Jun Liu, Xiaoming Liu
A Novel Design of Software System on Chip for Embedded System. J. Signal Process. Syst. 86 (2-3) (2017)
Wei Hu, Hongna Geng, Hong Guo, Xiaoming Liu, Junliang Lu, Jun Liu, Kai Zhang
Design and Implementation of Portable Device Based Mobile Medical Service System. J. Signal Process. Syst. 86 (2-3) (2017)
Xiaoming Liu, Ting Zhu, Leilei Zhai
A new twin support vector machine for pattern recognition. CISP-BMEI (2016)
Jun Liu, Hongwei Jiang, Xiaoming Liu, Hao Chen, Jonathan R. Sukovich
Implementation of follicle monitoring system based on 3D ultrasound images. SMC (2016)
Xiaoming Liu, Zhou Yang, Jia Wang
A novel noise reduction method for optical coherence tomography images. CISP-BMEI (2016)
Xiaoming Liu, Jia Wang, Zhou Yang
A vascular bifurcations detection method based on Transfer Learning model. CISP-BMEI (2016)
Xiaoming Liu, Leilei Zhai, Ting Zhu
Recognition of architectural distortion in mammographic images with transfer learning. CISP-BMEI (2016)
Xiaoming Liu, Leilei Zhai, Ting Zhu, Zhou Yang
Architectural distortion recognition based on a subclass technique and the sparse representation classifier. CISP-BMEI (2016)
Wei Hu, Qingsong Shi, Yonghao Wang, Kai Zhang, Jun Liu, Xiaoming Liu, Hong Guo
An efficient task mapping algorithm with power-aware optimization for network on chip. J. Syst. Archit. 70 (2016)
Jing Hu, Xiaolong Zhang, Xiaoming Liu, Jinshan Tang
Prediction of hot regions in protein-protein interaction by combining density-based incremental clustering with feature-based classification. Comput. Biol. Medicine 61 (2015)
Xiaoming Liu, Ming Mei, Weiwei Sun, Jun Liu
A New Microcalcification Detection Method in Full Field Digital Mammogram Images. ICIC (1) (2015)
Hongwei Jiang, Jun Liu, Keyang Luo, Wei Hu, Xiaoming Liu
Implementation of 3-D RDPAD Algorithm on Follicle Images Based CUDA. ICIC (2) (2015)
Jun Liu, Hongwei Jiang, Xiaoming Liu
A 3-D robust detail preserving anisotropic diffusion for speckle reduction in 3-D cattle follicle ultrasound image. Int. J. Embed. Syst. 7 (2) (2015)
Xiaoming Liu, Ming Mei, Jun Liu, Wei Hu
Microcalcification detection in full-field digital mammograms with PFCM clustering and weighted SVM-based method. EURASIP J. Adv. Signal Process. 2015 (2015)
Junliang Lu, Wei Hu, Mengke Song, Xukuan Zhan, Xiaoming Liu
Mobile Medical Service System Based on Portable Devices. HPCC/CSS/ICESS (2015)
Xiaoming Liu, Gang Wang, Hailong Wang, Bo Li, Gongliang Liu
A signal-to-noise ratio based multiple thresholds cooperative spectrum sensing scheme. BMEI (2014)
Xiaoming Liu, Jinshan Tang
Mass Classification in Mammograms Using Selected Geometry and Texture Features, and a New SVM-Based Feature Selection Method. IEEE Syst. J. 8 (3) (2014)
Xin Xu, Yinglin Wang, Xiaolong Zhang, Shunxin Li, Xiaoming Liu, Xiaofeng Wang, Jinshan Tang
A comparison of contrast measurements in passive autofocus systems for low contrast images. Multim. Tools Appl. 69 (1) (2014)
Kai Zhang, Ming Qiu, Lin Li, Xiaoming Liu
Accelerating Genetic Algorithm for Solving Graph Coloring Problem Based on CUDA Architecture. BIC-TA (2014)
Xin Xu, Jinshan Tang, Xiaolong Zhang, Xiaoming Liu, Hong Zhang, Yimin Qiu
Exploring Techniques for Vision Based Human Activity Recognition: Methods, Systems, and Evaluation. Sensors 13 (2) (2013)
Xiaoming Liu, Gang Wang, Bo Li
A Physical-network-coding-based amplify and forward cooperation scheme. ICICS (2013)
Xin Xu, Yinglin Wang, Heming Xu, Xin Tong, Xiaoming Liu, Jinshan Tang
A Framework for GPS/INS based Portable Positioning System. SMC (2012)
Hong Zhang, Xiaoming Liu
Cross-Media Semantics Mining Based on Sparse Canonical Correlation Analysis and Relevance Feedback. PCM (2012)
Jinshan Tang, Xiaoming Liu, Huaining Cheng, Kathleen M. Robinette
Gender recognition with limited feature points from 3-D human body shapes. SMC (2012)
Xiaoming Liu, Bo Li, Jun Liu, Xin Xu, Zhilin Feng
Mass Diagnosis in Mammography with Mutual Information Based Feature Selection and Support Vector Machine. ICIC (2) (2012)
Xin Xu, Yinglin Wang, Jinshan Tang, Xiaolong Zhang, Xiaoming Liu
Robust Automatic Focus Algorithm for Low Contrast Images Using a New Contrast Measure. Sensors 11 (9) (2011)
Xiaoming Liu, Xin Xu, Jun Liu, Jinshan Tang
Mass Classification with Level Set Segmentation and Shape Analysis for Breast Cancer Diagnosis Using Mammography. ICIC (2) (2011)
Jun Liu, Xiaoming Liu, Jianxun Chen, Jinshan Tang
Improved local binary patterns for classification of masses using mammography. SMC (2011)
Li Chen, YaoYong Ju, Sheng Ding, Xiaoming Liu
Topological vascular tree segmentation for retinal images using shortest path connection. ICIP (2011)
Jinshan Tang, Xiaoming Liu, Huaining Cheng, Kathleen M. Robinette
Gender Recognition Using 3-D Human Body Shapes. IEEE Trans. Syst. Man Cybern. Part C 41 (6) (2011)
Xin Xu, Yinglin Wang, Jinshan Tang, Xiaolong Zhang, Xiaoming Liu
Adaptive Variance Based Sharpness Computation for Low Contrast Images. ICIC (1) (2011)
Xiaoming Liu, Xin Xu, Jun Liu, Zhilin Feng
A new automatic method for mass detection in mammography with false positives reduction by supported vector machine. BMEI (2011)
Jun Liu, Jianxun Chen, Zhe Huang, Xiaoming Liu
Design and implementation of content-based medical image retrieval system on mammograms. BMEI (2011)
Jun Liu, Xiaoming Liu, Jianxun Chen, Jinshan Tang
Mass Segmentation in Mammograms Based on Improved Level Set and Watershed Algorithm. ICIC (2) (2011)
Jun Liu, Jianxun Chen, Xiaoming Liu, Lei Chun, Jinshan Tang, Youping Deng
Mass segmentation using a combined method for cancer detection. BMC Syst. Biol. 5 (S-3) (2011)
Xiaoming Liu, Zhaohui Wang, Jun Liu, Zhilin Feng
Dimension Reduction with Semi-supervised Pairwise Covariance-Preserving Projection. ICIC (3) (2010)
Xin Xu, Jinshan Tang, Xiaoming Liu, Xiaolong Zhang
Human behavior understanding for video surveillance: Recent advance. SMC (2010)
Min Jiang, Jinshan Tang, Li Chen, Tao Shang, Zhaohui Gan, Xiaoming Liu, Qin Xu
Articulated human body pose tracking by suppression based immune particle filter. ICIP (2010)
Xiaoming Liu, Jinshan Tang, Xiaolong Zhang
A multiscale image enhancement method for calcification detection in screening mammograms. ICIP (2009)
Zhilin Feng, Shuwang Du, Yanming Ye, Xiaoming Liu, Wuheng Zuo
Phase Field Based Texture Image Segmentation Using Shape Prior Technology. ISCID (1) (2009)
Jinshan Tang, Xiaoming Liu, Qingling Sun
A Direct Image Contrast Enhancement Algorithm in the Wavelet Domain for Screening Mammograms. IEEE J. Sel. Top. Signal Process. 3 (1) (2009)
Xiaoming Liu, Jun Liu, Zhilin Feng
Colorization Using Segmentation with Random Walk. CAIP (2009)
Xiaoming Liu, Jinshan Tang, Jun Liu, Zhilin Feng, Zhaohui Wang
Semi-supervised Discriminant Analysis Based on Dependence Estimation. ADMA (2009)
Xiaoming Liu, Zhaohui Wang, Jun Liu, Zhilin Feng
Face recognition with Locality Sensitive Discriminant Analysis based on matrix representation. IJCNN (2008)
Jinshan Tang, Xiaoming Liu
An improved WSQ fingerprint image compression algorithm. ACSCC (2008)
Xiaoming Liu, Zhaohui Wang, Zhilin Feng, Jinshan Tang
A Pairwise Covariance-Preserving Projection Method for Dimension Reduction. ICDM (2007)
Xiaoming Liu, Jianwei Yin, Zhilin Feng, Jinxiang Dong, Lu Wang
Orthogonal Neighborhood Preserving Embedding for Face Recognition. ICIP (1) (2007)
Xiaoming Liu, Jianwei Yin, Zhilin Feng, Jinxiang Dong
Incremental Manifold Learning Via Tangent Space Alignment. ANNPR (2006)
Jianwei Yin, Xiaoming Liu, Zhilin Feng, Jinxiang Dong
A Local Tangent Space Alignment Based Transductive Classification Algorithm. ANNPR (2006)
Zhilin Feng, Jianwei Yin, Zhaoyang He, Xiaoming Liu, Jinxiang Dong
A Novel Architecture for Realizing Grid Workflow Using Pi-Calculus Technology. APWeb (2006)
Jianwei Yin, Zhilin Feng, Xiaoming Liu, Jinxiang Dong
A novel approach for interorganizational workflow system design. CSCWD (1) (2005)
Xiaoming Liu, Jianwei Yin, Zhilin Feng, Jinxiang Dong
Adaptive-weighted hidden Markov models based 3D model classification. CSCWD (1) (2005)
Zhilin Feng, Jianwei Yin, Jiong Qiu, Xiaoming Liu, Jinxiang Dong
Jacquard Image Segmentation Method Based on Fuzzy Optimization Technology. RSFDGrC (2) (2005)
Xiaoming Liu, Jianwei Yin, Jung-Sing Jwo, Zhilin Feng, Jinxiang Dong
A DNA-Based Genetic Algorithm Implementation for Graph Coloring Problem. ICIC (2) (2005)
Xiaoming Liu, Jianwei Yin, Jinxiang Dong, Abdul Ghafoor Memon
An Improved FloatBoost Algorithm for Naïve Bayes Text Classification. WAIM (2005)