Xiaoming Liu
Orcid: 0000-0003-3467-5607Affiliations:
- 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 107 papers
between 2005 and 2024.
Collaborative distances:
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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
2023
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
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
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
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 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
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
IEEE Trans. Evol. Comput., 2020
Skin Lesion Classification Using Densely Connected Convolutional Networks with Attention Residual Learning.
Sensors, 2020
Int. J. Parallel Emergent Distributed Syst., 2020
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
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
Proceedings of the Bio-inspired Computing: Theories and Applications, 2018
2017
J. Signal Process. Syst., 2017
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
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
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
Proceedings of the 9th International Congress on Image and Signal Processing, 2016
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
Proceedings of the Intelligent Computing Theories and Methodologies, 2015
Proceedings of the Intelligent Computing Theories and Methodologies, 2015
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
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
Proceedings of the 9th International Conference on Information, 2013
2012
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
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
IEEE Trans. Syst. Man Cybern. Part C, 2011
Robust Automatic Focus Algorithm for Low Contrast Images Using a New Contrast Measure.
Sensors, 2011
BMC Syst. Biol., 2011
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
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
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
Proceedings of the IEEE International Conference on Systems, 2010
Proceedings of the International Conference on Image Processing, 2010
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
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
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009
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
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
2006
Proceedings of the Frontiers of WWW Research and Development, 2006
Proceedings of the Artificial Neural Networks in Pattern Recognition, Second IAPR Workshop, 2006
Proceedings of the Artificial Neural Networks in Pattern Recognition, Second IAPR Workshop, 2006
2005
Proceedings of the Advances in Web-Age Information Management, 2005
Proceedings of the Rough Sets, 2005
Proceedings of the Advances in Intelligent Computing, 2005
Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, 2005
Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, 2005