Xiabi Liu

PROFILE

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Aliases
Xia-bi Liu, Xiabing Liu
Publication record
95 papers · 1,300 citations · H-index 18

PAPERS

AstroNet: When Astrocyte Meets Artificial Neural Network
20237 citationsauthor #3
LCCo: Lending CLIP to Co-Segmentation
20234 citationsauthor #4
RL-CoSeg : A Novel Image Co-Segmentation Algorithm with Deep Reinforcement Learning
20227 citationsauthor #2
Deep learning based on ultrasound to differentiate pathologically proven atypical and typical medullary thyroid carcinoma from follicular thyroid adenoma.
20227 citationsauthor #8
A pyramid input augmented multi-scale CNN for GGO detection in 3D lung CT images
202221 citationsauthor #2
Contraction Mapping of Feature Norms for Data Quality Imbalance Learning
20220 citationsauthor #2
U-SDRC: a novel deep learning-based method for lesion enhancement in liver CT images
20213 citationsauthor #5
Evolving parametrized Loss for Image Classification Learning on Small Datasets
20210 citationsauthor #2
A new transfer learning based approach to magnification dependent and independent classification of breast cancer in histopathological images
2021149 citationsauthor #2
Fusing Medical Image Features and Clinical Features with Deep Learning for Computer-Aided Diagnosis
20212 citationsauthor #2
A Dense Siamese U-Net trained with Edge Enhanced 3D IOU Loss for Image Co-segmentation
20210 citationsauthor #2
Generating meta-learning tasks to evolve parametric loss for classification learning
20211 citationsauthor #2
Automatic segmentation of the prostate on MR images based on anatomy and deep learning
20213 citationsauthor #4
Mining the Weights Knowledge for Optimizing Neural Network Structures
20211 citationsauthor #2
Computer-aided classification of lung nodules on CT images with expert knowledge
20213 citationsauthor #3
Improving Image co-segmentation via Deep Metric Learning
20211 citationsauthor #2
Explore the Knowledge contained in Network Weights to Obtain Sparse Neural Networks
20210 citationsauthor #2
Integrating Lung Parenchyma Segmentation and Nodule Detection With Deep Multi-Task Learning
202142 citationsauthor #2
Conventional Machine Learning versus Deep Learning for Magnification Dependent Histopathological Breast Cancer Image Classification: A Comparative Study with Visual Explanation
202174 citationsauthor #2
A Novel Structured Natural Gradient Descent for Deep Learning
20210 citationsauthor #2
Image Co-segmentation with Multi-Scale Dual-Cross Correlation Network
20201 citationsauthor #4
Deep Distance Map Regression Network with Shape-Aware Loss for Imbalanced Medical Image Segmentation
202011 citationsauthor #2
Contraction Mapping of Feature Norms for Classifier Learning on the Data with Different Quality
20200 citationsauthor #2
A new challenging image dataset with simple background for evaluating and developing co-segmentation algorithms
20202 citationsauthor #2
A multi-level similarity measure for the retrieval of the common CT imaging signs of lung diseases
20209 citationsauthor #2
PiaNet: A pyramid input augmented convolutional neural network for GGO detection in 3D lung CT scans
20200 citationsauthor #2
A novel co-attention computation block for deep learning based image co-segmentation
202016 citationsauthor #2
A Multi-View features hinged siamese U-Net for image Co-segmentation
20203 citationsauthor #2
A New Computer-Aided Diagnosis System with Modified Genetic Feature Selection for BI-RADS Classification of Breast Masses in Mammograms
202052 citationsauthor #2
EW-Fisher: A Novel Loss Function for Deep Learning-Based Image Co-Segmentation
20200 citationsauthor #2
A New Feature Selection Method based on Monarch Butterfly Optimization and Fisher Criterion
20193 citationsauthor #2
A New Three-stage Curriculum Learning Approach for Deep Network Based Liver Tumor Segmentation
201916 citationsauthor #2
Hybrid resampling and multi-feature fusion for automatic recognition of cavity imaging sign in lung CT
201935 citationsauthor #2
Content-sensitive superpixel segmentation via self-organization-map neural network
20195 citationsauthor #2
Automatic image co-segmentation: a survey
20195 citationsauthor #1
ICGT: A novel incremental clustering approach based on GMM tree
201812 citationsauthor #2
A Clustering Ensemble Method Based on Cluster Selection and Cluster Splitting
20182 citationsauthor #2
Automatic recognition of 3D GGO CT imaging signs through the fusion of hybrid resampling and layer-wise fine-tuning CNNs
201821 citationsauthor #2
A new constrained maximum margin approach to discriminative learning of Bayesian classifiers
20182 citationsauthor #2
3D GGO candidate extraction in lung CT images using multilevel thresholding on supervoxels
20185 citationsauthor #2
Learning with distribution of optimized features for recognizing common CT imaging signs of lung diseases
20173 citationsauthor #2
Superpixel segmentation: A benchmark
2017161 citationsauthor #2
Empirical Driven Automatic Detection of Lobulation Imaging Signs in Lung CT
20175 citationsauthor #2
CD-Tree: A clustering-based dynamic indexing and retrieval approach
20178 citationsauthor #2
The algorithm of malicious code detection based on data mining
20171 citationsauthor #3
A new method of content based medical image retrieval and its applications to CT imaging sign retrieval
201763 citationsauthor #2
Combining population and patient-specific characteristics for prostate segmentation on 3D CT images
20168 citationsauthor #6
Simplifying Gaussian mixture model via model similarity
20160 citationsauthor #2
Shot Boundary Detection based on Multilevel Difference of Colour Histograms
201633 citationsauthor #2
3D head pose estimation with convolutional neural network trained on synthetic images
2016101 citationsauthor #1
Random walk based segmentation for the prostate on 3D transrectal ultrasound images
20162 citationsauthor #6
A Novel 2D Ground-Glass Opacity Detection Method Through Local-to-Global Multilevel Thresholding for Segmentation and Minimum Bayes Risk Learning for Classification
20165 citationsauthor #2
An Efficient Image Co-segmentation Algorithm based on Active Contour and Image Saliency
20163 citationsauthor #2
Multi-view object co-segmentation based on the mixture of links model
20150 citationsauthor #3
Cross-domain structural model for video event annotation via web images
20150 citationsauthor #2
A new classifier fusion method based on historical and on-line classification reliability for recognizing common CT imaging signs of lung diseases
201529 citationsauthor #2
Recognizing Common CT Imaging Signs of Lung Diseases Through a New Feature Selection Method Based on Fisher Criterion and Genetic Optimization
201559 citationsauthor #1
The LISS—A Public Database of Common Imaging Signs of Lung Diseases for Computer-Aided Detection and Diagnosis Research and Medical Education
201547 citationsauthor #2
Improving Shape Retrieval by Integrating AIR and Modified Mutual kNN Graph
20151 citationsauthor #3
Human-Object Interaction Recognition by Modeling Context
20150 citationsauthor #3
Cross-domain structural model for video event annotation via web images
20140 citationsauthor #2
Empirical Evaluation of Whitening and Optimization of Feature Learning
20142 citationsauthor #2
Online Learning a Binary Classifier for Improving Google Image Search Results
20142 citationsauthor #2
A New Ensemble Clustering Method Based on Dempster-Shafer Evidence Theory and Gaussian Mixture Modeling
20142 citationsauthor #2
A new classifier fusion method based on confusion matrix and classification confidence for recognizing common CT imaging signs of lung diseases
20148 citationsauthor #2
Integrating Bayesian Classifier into Random Walk optimizer for interactive image segmentation on mobile phones
20141 citationsauthor #2
A Two-Stage Sliding Window Method for Region-based Lung CT Image Retrieval
20131 citationsauthor #2
Text-Independent Phoneme Segmentation via Learning Critical Acoustic Change Points
20131 citationsauthor #2
A novel approach of computer-aided detection of focal ground-glass opacity in 2D lung CT images
20134 citationsauthor #2
Using HOG-LBP features and MMP learning to recognize imaging signs of lung lesions
201230 citationsauthor #2
GMM-ClusterForest: A Novel Indexing Approach for Multi-features Based Similarity Search in High-Dimensional Spaces
20124 citationsauthor #2
Descent Search with Mean Direction Evolution Strategies Based on GPU with CUDA
20120 citationsauthor #3
Visual Word Soft-Histogram for Image Representation: Visual Word Soft-Histogram for Image Representation
20122 citationsauthor #2
Discriminative structure selection method of Gaussian Mixture Models with its application to handwritten digit recognition
201121 citationsauthor #2
Using Neural Network to combine measures of word semantic similarity for image annotation
201117 citationsauthor #2
Online image classifier learning for Google image search improvement
20114 citationsauthor #2
Automatic Image Annotation with Cooperation of Concept-Specific and Universal Visual Vocabularies
20104 citationsauthor #2
Discriminative structure selectionmethod of gaussian mixture models with its application to handwritten digit recognition
20101 citationsauthor #2
Combining evolution strategy and gradient descent method for discriminative learning of bayesian classifiers
200911 citationsauthor #2
Soft Measure of Visual Token Occurrences for Object Categorization
20091 citationsauthor #2
Statistical Modeling and Learning for Recognition-Based Handwritten Numeral String Segmentation
20096 citationsauthor #2
Gaussian mixture modeling and learning of neighboring characters for multilingual text extraction in images
200845 citationsauthor #1
A Holistic Approach to Handwritten Numeral Pair Recognition Based on Generative Models of Numeral Pairs
20080 citationsauthor #2
Relevance Feedback with Max-Min Posterior Pseudo-Probability for Image Retrieval
20080 citationsauthor #2
A Soft Target Learning Method of Posterior Pseudo-probabilities Based Classifiers with Its Application to Handwritten Digit Recognition
20082 citationsauthor #2
Learning Semantic Concepts for Image Retrieval using the Max-Min Posterior Pseudo-Probabilities
20074 citationsauthor #2
Learning Handwritten Digit Recognition by the Max-Min Posterior Pseudo-Probabilities Method
200712 citationsauthor #2
GAUSSIANMIXTURE MODELING OF NEIGHBOR CHARACTERS FOR MULTILINGUAL TEXT EXTRACTION INIMAGES
20060 citationsauthor #1
Maximum-Minimum Similarity Training for Text Extraction
20064 citationsauthor #2
Geometrical-Statistical Modeling of Character Structures for Natural Stroke Extraction and Matching
20066 citationsauthor #1
An Eigenvector Approach Based on Shape Context Patterns for Point Matching
20066 citationsauthor #1
Hand-Gesture Based Text Input for Wearable Computers
200620 citationsauthor #2
Gaussian Mixture Modeling of Neighbor Characters for Multilingual Text Extraction in Images
20068 citationsauthor #2
Posterior Pseudo-Probabilities Estimation of Posterior Class Probabilities to Maximize Class Separability
20064 citationsauthor #1
A bottom-up algorithm for finding principal curves with applications to image skeletonization
200515 citationsauthor #1

TIMELINE

2005 15 citations

2006 48 citations

2007 16 citations

2008 47 citations

2009 18 citations

2010 5 citations

2011 42 citations

2012 36 citations

2013 6 citations

2014 15 citations

2015 136 citations

2016 152 citations

2017 241 citations

2018 42 citations

2019 64 citations

2020 94 citations

2021 279 citations

2022 35 citations

2023 11 citations

COAUTHOR MAP

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