Xiaoming Liu

According to our database1, Xiaoming Liu authored at least 65 papers between 2005 and 2019.

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

Timeline

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Bibliography

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

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

Mass classification of benign and malignant with a new twin support vector machine joint \({l_{2, 1}}\) -norm.
Int. J. Machine Learning & Cybernetics, 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

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

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

2017
A Novel Design of Software System on Chip for Embedded System.
Signal Processing Systems, 2017

Design and Implementation of Portable Device Based Mobile Medical Service System.
Signal Processing Systems, 2017

An energy-efficient design of microkernel-based on-chip OS for NOC-based manycore system.
The Journal of Supercomputing, 2017

2016
An efficient task mapping algorithm with power-aware optimization for network on chip.
Journal of Systems Architecture - Embedded Systems Design, 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 3-D robust detail preserving anisotropic diffusion for speckle reduction in 3-D cattle follicle ultrasound image.
IJES, 2015

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

Prediction of hot regions in protein-protein interaction by combining density-based incremental clustering with feature-based classification.
Comp. in Bio. and Med., 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 Systems Journal, 2014

A comparison of contrast measurements in passive autofocus systems for low contrast images.
Multimedia Tools Appl., 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
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. Systems, Man, and Cybernetics, 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 Systems Biology, 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.
J. Sel. Topics Signal Processing, 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

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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