Xiaoming Liu

Orcid: 0000-0003-3467-5607

Affiliations:
  • Wuhan University of Science and Technology, College of Computer Science and Technology, China
  • Hubei Province Key Laboratory of Intelligent Information Processing and Real-time Industrial System, Wuhan, China
  • Zhejiang University, College of Computer Science and Technology, Hangzhou, China (PhD 2007)


According to our database1, Xiaoming Liu authored at least 113 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Attention Based Cross-Domain Synthesis and Segmentation From Unpaired Medical Images.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Point based weakly semi-supervised biomarker detection with cross-scale and label assignment in retinal OCT images.
Comput. Methods Programs Biomed., 2024

2023
Attention guided neural ODE network for breast tumor segmentation in medical images.
Comput. Biol. Medicine, June, 2023

Transformer and convolutional based dual branch network for retinal vessel segmentation in OCTA images.
Biomed. Signal Process. Control., May, 2023

TSSK-Net: Weakly supervised biomarker localization and segmentation with image-level annotation in retinal OCT images.
Comput. Biol. Medicine, February, 2023

Weakly-supervised localization and classification of biomarkers in OCT images with integrated reconstruction and attention.
Biomed. Signal Process. Control., 2023

Weakly Semi-supervised object detection with point annotations in Retinal OCT images.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Graph Convolutional Networks with Feature Enhancement for Choroidal Neovascularization Segmentation in OCT Images.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Joint Boundary-Enhanced and Topology-Preserving Dual-Path Network for Retinal Layer Segmentation in OCT Images with Pigment Epithelial Detachment.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

2022
Scribble-Supervised Meibomian Glands Segmentation in Infrared Images.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Weakly Supervised Segmentation of COVID19 Infection with Scribble Annotation on CT Images.
Pattern Recognit., 2022

A novel membrane-inspired evolutionary framework for multi-objective multi-task optimization problems.
Inf. Sci., 2022

Cultural transmission based multi-objective evolution strategy for evolutionary multitasking.
Inf. Sci., 2022

Uncertainty-guided self-ensembling model for semi-supervised segmentation of multiclass retinal fluid in optical coherence tomography images.
Int. J. Imaging Syst. Technol., 2022

Joint disease classification and lesion segmentation via one-stage attention-based convolutional neural network in OCT images.
Biomed. Signal Process. Control., 2022

Improved Faster-RCNN Based Biomarkers Detection in Retinal Optical Coherence Tomography Images.
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Weakly Supervised Anomaly Localization and Segmentation of Biomarkers in OCT Images.
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

VCT-NET: An Octa Retinal Vessel Segmentation Network Based on Convolution and Transformer.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

OCTA Retinal Vessel Segmentation Based on Vessel Thickness Inconsistency Loss.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021
Medical Big Data Analysis with Attention and Large Margin Loss Model for Skin Lesion Application.
J. Signal Process. Syst., 2021

Confidence-Guided Topology-Preserving Layer Segmentation for Optical Coherence Tomography Images With Focus-Column Module.
IEEE Trans. Instrum. Meas., 2021

MTANS: Multi-Scale Mean Teacher Combined Adversarial Network with Shape-Aware Embedding for Semi-Supervised Brain Lesion Segmentation.
NeuroImage, 2021

Automatic fluid segmentation in retinal optical coherence tomography images using attention based deep learning.
Neurocomputing, 2021

MDC-net: A new convolutional neural network for nucleus segmentation in histopathology images with distance maps and contour information.
Comput. Biol. Medicine, 2021

Multi-task based Image Aesthetics Quality Evaluation.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

One-stage attention-based network for image classification and segmentation on optical coherence tomography image.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Uncertainty-Aware Semi-Supervised Framework for Automatic Segmentation of Macular Edema in Oct Images.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Meibomian Glands Segmentation In Near-Infrared Images With Weakly Supervised Deep Learning.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Weakly-Supervised Automatic Biomarkers Detection And Classification Of Retinal Optical Coherence Tomography Images.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Uncertainty-Guided Pixel-Level Contrastive Learning for Biomarker Segmentation in OCT Images.
Proceedings of the Intelligent Computing Theories and Application, 2021

2020
Multiobjective Evolution Strategy for Dynamic Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2020

Skin Lesion Classification Using Densely Connected Convolutional Networks with Attention Residual Learning.
Sensors, 2020

Detection of macular diseases in optical coherence tomography image.
Int. J. Parallel Emergent Distributed Syst., 2020

Multimodal MR Image Synthesis Using Gradient Prior and Adversarial Learning.
IEEE J. Sel. Top. Signal Process., 2020

A Multi-task Framework for Topology-guaranteed Retinal Layer Segmentation in OCT Images.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

2019
Automated Layer Segmentation of Retinal Optical Coherence Tomography Images Using a Deep Feature Enhanced Structured Random Forests Classifier.
IEEE J. Biomed. Health Informatics, 2019

Shortest path with backtracking based automatic layer segmentation in pathological retinal optical coherence tomography images.
Multim. Tools Appl., 2019

Mass classification of benign and malignant with a new twin support vector machine joint \({l_{2, 1}}\) -norm.
Int. J. Mach. Learn. Cybern., 2019

Mechanical Properties Prediction for Hot Rolled Alloy Steel Using Convolutional Neural Network.
IEEE Access, 2019

Dense-Residual Network With Adversarial Learning for Skin Lesion Segmentation.
IEEE Access, 2019

Semi-Supervised Automatic Segmentation of Layer and Fluid Region in Retinal Optical Coherence Tomography Images Using Adversarial Learning.
IEEE Access, 2019

Segmentation of Lesion in Dermoscopy Images Using Dense-Residual Network with Adversarial Learning.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Deep Learning Based Fluid Segmentation in Retinal Optical Coherence Tomography Images.
Proceedings of the Intelligent Computing Theories and Application, 2019

Unpaired Data based Cross-domain Synthesis and Segmentation Using Attention Neural Network.
Proceedings of The 11th Asian Conference on Machine Learning, 2019

Nuclei segmentation by using convolutional network with distance map and contour information.
Proceedings of The 11th Asian Conference on Machine Learning, 2019

2018
Multiple TBSVM-RFE for the detection of architectural distortion in mammographic images.
Multim. Tools Appl., 2018

Movement Classification in Video Using Kinematics-Driven Change Detection and Local Kinematics Shape Pattern.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Shortest Path with Backtracking Based Automatic Layer Segmentation in Pathological Retinal Optical Coherence Tomography.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Semi-Supervised Automatic Layer and Fluid Region Segmentation of Retinal Optical Coherence Tomography Images Using Adversarial Learning.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Generative Adversarial Networks with Dense Connection for Optical Coherence Tomography Images Denoising.
Proceedings of the 11th International Congress on Image and Signal Processing, 2018

Clustering-Oriented Multiple Convolutional Neural Networks for Optical Coherence Tomography Image Denoising.
Proceedings of the 11th International Congress on Image and Signal Processing, 2018

Identifying Architectural Distortion in Mammogram Images Via a SE-DenseNet Model and Twice Transfer Learning.
Proceedings of the 11th International Congress on Image and Signal Processing, 2018

Industrial Air Pollution Prediction Using Deep Neural Network.
Proceedings of the Bio-inspired Computing: Theories and Applications, 2018

2017
A Novel Design of Software System on Chip for Embedded System.
J. Signal Process. Syst., 2017

Design and Implementation of Portable Device Based Mobile Medical Service System.
J. Signal Process. Syst., 2017

An energy-efficient design of microkernel-based on-chip OS for NOC-based manycore system.
J. Supercomput., 2017

2016
An efficient task mapping algorithm with power-aware optimization for network on chip.
J. Syst. Archit., 2016

Implementation of follicle monitoring system based on 3D ultrasound images.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Architectural distortion recognition based on a subclass technique and the sparse representation classifier.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016

A new twin support vector machine for pattern recognition.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016

Recognition of architectural distortion in mammographic images with transfer learning.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016

A novel noise reduction method for optical coherence tomography images.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016

A vascular bifurcations detection method based on Transfer Learning model.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016

2015
A new automatic mass detection method for breast cancer with false positive reduction.
Neurocomputing, 2015

A 3-D robust detail preserving anisotropic diffusion for speckle reduction in 3-D cattle follicle ultrasound image.
Int. J. Embed. Syst., 2015

Microcalcification detection in full-field digital mammograms with PFCM clustering and weighted SVM-based method.
EURASIP J. Adv. Signal Process., 2015

Prediction of hot regions in protein-protein interaction by combining density-based incremental clustering with feature-based classification.
Comput. Biol. Medicine, 2015

A New Microcalcification Detection Method in Full Field Digital Mammogram Images.
Proceedings of the Intelligent Computing Theories and Methodologies, 2015

Implementation of 3-D RDPAD Algorithm on Follicle Images Based CUDA.
Proceedings of the Intelligent Computing Theories and Methodologies, 2015

Mobile Medical Service System Based on Portable Devices.
Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

2014
Mass Classification in Mammograms Using Selected Geometry and Texture Features, and a New SVM-Based Feature Selection Method.
IEEE Syst. J., 2014

A comparison of contrast measurements in passive autofocus systems for low contrast images.
Multim. Tools Appl., 2014

Vessel segmentation in retinal images with a multiple kernel learning based method.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A signal-to-noise ratio based multiple thresholds cooperative spectrum sensing scheme.
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014

Accelerating Genetic Algorithm for Solving Graph Coloring Problem Based on CUDA Architecture.
Proceedings of the Bio-Inspired Computing - Theories and Applications, 2014

2013
Exploring Techniques for Vision Based Human Activity Recognition: Methods, Systems, and Evaluation.
Sensors, 2013

A Physical-network-coding-based amplify and forward cooperation scheme.
Proceedings of the 9th International Conference on Information, 2013

2012
The Study of Target Tracking Based on ARM Embedded Platform.
J. Comput., 2012

A Framework for GPS/INS based Portable Positioning System.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Gender recognition with limited feature points from 3-D human body shapes.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Cross-Media Semantics Mining Based on Sparse Canonical Correlation Analysis and Relevance Feedback.
Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012

Mass Diagnosis in Mammography with Mutual Information Based Feature Selection and Support Vector Machine.
Proceedings of the Intelligent Computing Theories and Applications, 2012

2011
Gender Recognition Using 3-D Human Body Shapes.
IEEE Trans. Syst. Man Cybern. Part C, 2011

Robust Automatic Focus Algorithm for Low Contrast Images Using a New Contrast Measure.
Sensors, 2011

Mass segmentation using a combined method for cancer detection.
BMC Syst. Biol., 2011

Improved local binary patterns for classification of masses using mammography.
Proceedings of the IEEE International Conference on Systems, 2011

Topological vascular tree segmentation for retinal images using shortest path connection.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Adaptive Variance Based Sharpness Computation for Low Contrast Images.
Proceedings of the Advanced Intelligent Computing - 7th International Conference, 2011

Mass Classification with Level Set Segmentation and Shape Analysis for Breast Cancer Diagnosis Using Mammography.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2011

Mass Segmentation in Mammograms Based on Improved Level Set and Watershed Algorithm.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2011

A new automatic method for mass detection in mammography with false positives reduction by supported vector machine.
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

Design and implementation of content-based medical image retrieval system on mammograms.
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

2010
Human behavior understanding for video surveillance: Recent advance.
Proceedings of the IEEE International Conference on Systems, 2010

Articulated human body pose tracking by suppression based immune particle filter.
Proceedings of the International Conference on Image Processing, 2010

Dimension Reduction with Semi-supervised Pairwise Covariance-Preserving Projection.
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2010

2009
A Direct Image Contrast Enhancement Algorithm in the Wavelet Domain for Screening Mammograms.
IEEE J. Sel. Top. Signal Process., 2009

Phase Field Based Texture Image Segmentation Using Shape Prior Technology.
Proceedings of the 2009 Second International Symposium on Computational Intelligence and Design, 2009

A multiscale image enhancement method for calcification detection in screening mammograms.
Proceedings of the International Conference on Image Processing, 2009

Colorization Using Segmentation with Random Walk.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

Semi-supervised Discriminant Analysis Based on Dependence Estimation.
Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

2008
Face recognition with Locality Sensitive Discriminant Analysis based on matrix representation.
Proceedings of the International Joint Conference on Neural Networks, 2008

An improved WSQ fingerprint image compression algorithm.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

An image enhancement technique in the DCT domain for cancer detection.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007
Orthogonal Neighborhood Preserving Embedding for Face Recognition.
Proceedings of the International Conference on Image Processing, 2007

A Pairwise Covariance-Preserving Projection Method for Dimension Reduction.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006
A Novel Architecture for Realizing Grid Workflow Using Pi-Calculus Technology.
Proceedings of the Frontiers of WWW Research and Development, 2006

A Local Tangent Space Alignment Based Transductive Classification Algorithm.
Proceedings of the Artificial Neural Networks in Pattern Recognition, Second IAPR Workshop, 2006

Incremental Manifold Learning Via Tangent Space Alignment.
Proceedings of the Artificial Neural Networks in Pattern Recognition, Second IAPR Workshop, 2006

2005
An Improved FloatBoost Algorithm for Naïve Bayes Text Classification.
Proceedings of the Advances in Web-Age Information Management, 2005

Jacquard Image Segmentation Method Based on Fuzzy Optimization Technology.
Proceedings of the Rough Sets, 2005

A DNA-Based Genetic Algorithm Implementation for Graph Coloring Problem.
Proceedings of the Advances in Intelligent Computing, 2005

A novel approach for interorganizational workflow system design.
Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, 2005

Adaptive-weighted hidden Markov models based 3D model classification.
Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, 2005


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