Xianghua Xie

发表

State of the Art Report on Video‐Based Graphics and Video Visualization

Min Chen, Xianghua Xie, Gunther Heidemann, 2012, Comput. Graph. Forum.

A Survey on Video-based Graphics and Video Visualization

Min Chen, Xianghua Xie, Gunther Heidemann, 2011, Eurographics.

Estimating the accuracy of a reduced‐order model for the calculation of fractional flow reserve (FFR)

P. Nithiarasu, Xianghua Xie, I. Sazonov, 2018, International journal for numerical methods in biomedical engineering.

Lumen Catheter Adventitia Stent Media Catheter Lumen Adventitia Stent Media FibroticCalcification Stent

Xianghua Xie, Ehab Essa, 2017 .

Efficient reconstruction of coronary vessels from 2D angiography

Xianghua Xie, 2013 .

Automatic IVUS media-adventitia border extraction using double interface graph cut segmentation

Xianghua Xie, Perumal Nithiarasu, Igor Sazonov, 2011, 2011 18th IEEE International Conference on Image Processing.

Computer Vision Techniques for Transcatheter Intervention

Xianghua Xie, Feng Zhao, Xianghua Xie, 2015, IEEE Journal of Translational Engineering in Health and Medicine.

Interactive segmentation of lumen border in OCT

Xianghua Xie, Xianghua Xie, 2013 .

Registration and Modeling From Spaced and Misaligned Image Volumes

Xianghua Xie, Majid Mirmehdi, Adeline Paiement, 2016, IEEE Transactions on Image Processing.

Modeling Large Sparse Data for Feature Selection: Hospital Admission Predictions of the Dementia Patients Using Primary Care Electronic Health Records

Xianghua Xie, Shang-Ming Zhou, Gavin Tsang, 2021, IEEE Journal of Translational Engineering in Health and Medicine.

EasyChair Preprint No 353 Towards Visual Exploration of Large Temporal Datasets

Mark W. Jones, Xianghua Xie, Mohammed Ali, 2022 .

Medical Image Segmentation UsingMagnetostatic Active Contours (MAC)with Tensor Diffusion

Xianghua Xie, Huaizhong Zhang, 2012 .

PHASE CONTRAST CELL SEGMENTATION USING MACHINE LEARNING APPROACH

Xianghua Xie, R. Errington, N. White, 2015 .

Correction to "MAC: Magnetostatic Active Contour Model"

Xianghua Xie, Majid Mirmehdi, M. Mirmehdi, 2008, IEEE Trans. Pattern Anal. Mach. Intell..

Extracting 3D Structures from Biomedical Data

P. Nithiarasu, Xianghua Xie, I. Sazonov, 2011, International Conferences on Biomedical and Bioinformatics Engineering.

Segmentation and Tracking of Coronary Arterial Wall

Xianghua Xie, 2017 .

ZHAO, XIE: SURVEY OF INTERACTIVE MEDICAL SEGMENTATION Interactive Segmentation of Medical Images: A Survey

Xianghua Xie, Feng Zhao, 2015 .

Extractors for AMD Classification in OCT Using Convolutional Neural Networks

Xianghua Xie, Jingjing Deng, Louise Terry, 2017 .

Deformable Models with Arbitrary Initializations

Xianghua Xie, Huaizhong Zhang, 2013 .

An Improved Coronary Model for One-Dimensional Pressure-Flow Analysis

Xianghua Xie, 2014 .

GRNN: Generative Regression Neural Network—A Data Leakage Attack for Federated Learning

Xianghua Xie, Jingjing Deng, Hanchi Ren, 2021, ACM Trans. Intell. Syst. Technol..

l e Estimating the accuracy of a reduced-order model for the calculation of fractional ﬂow reserve (FFR)

P. Nithiarasu, Xianghua Xie, I. Sazonov, 2019 .

VARIATIONAL LEVEL SET SEGMENTATION USING SHAPE PRIOR

P. Nithiarasu, Xianghua Xie, I. Sazonov, 2011 .

Face reenactment via generative landmark guidance

Xianghua Xie, Chen Hu, Lin Wu, 2022, Image Vis. Comput..

RetainEXT: Enhancing Rare Event Detection and Improving Interpretability of Health Records using Temporal Neural Networks

Xianghua Xie, Gavin Tsang, Suraj Ramchand, 2022, 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).

FedBoosting: Federated Learning with Gradient Protected Boosting for Text Recognition

Xiaoke Ma, Xianghua Xie, Jingjing Deng, 2020, 2007.07296.

Line Histogram - A Fast Method for Rotated Rectangular Area Histogramming

Xianghua Xie, Majid Mirmehdi, Zhiqiang Hou, 2012, ICPRAM.

Harnessing the Power of Machine Learning in Dementia Informatics Research: Issues, Opportunities, and Challenges

Xianghua Xie, Gavin Tsang, Shangming Zhou, 2020, IEEE Reviews in Biomedical Engineering.

From pose to activity: Surveying datasets and introducing CONVERSE

Xianghua Xie, Jingjing Deng, Michael Edwards, 2015, Comput. Vis. Image Underst..

Automatic Bootstrapping and Tracking of Object Contours

Xianghua Xie, Majid Mirmehdi, John Chiverton, 2012, IEEE Transactions on Image Processing.

Inferring Attention Shift Ranks of Objects for Image Saliency

Rynson W. H. Lau, Jianbo Jiao, Rynson W.H. Lau, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

3D Mesh Segmentation via Multi-branch 1D Convolutional Neural Networks pdf

Gary K. L. Tam, Xianghua Xie, David George, 2017, Graph. Model..

A Region-Aided Color Geometric Snake

Xianghua Xie, Majid Mirmehdi, M. Mirmehdi, 2005 .

RAGS: region-aided geometric snake

Xianghua Xie, Majid Mirmehdi, M. Mirmehdi, 2004, IEEE Transactions on Image Processing.

Geodesic Colour Active Contour Resistent to Weak Edges and Noise

Xianghua Xie, Majid Mirmehdi, M. Mirmehdi, 2003, BMVC.

A Galaxy of Texture Features

Xianghua Xie, Majid Mirmehdi, M. Mirmehdi, 2008 .

TimeCluster: dimension reduction applied to temporal data for visual analytics

Xianghua Xie, Mark W. Jones, Mark Williams, 2019, The Visual Computer.

Segmentation of biomedical images using active contour model with robust image feature and shape prior

Xianghua Xie, Perumal Nithiarasu, Igor Sazonov, 2013, International journal for numerical methods in biomedical engineering.

Tracking with Active Contours Using Dynamically Updated Shape Information

Xianghua Xie, Majid Mirmehdi, John Chiverton, 2008, BMVC.

Energy minimization in medical image analysis: Methodologies and applications

Xianghua Xie, Feng Zhao, Xianghua Xie, 2016, International journal for numerical methods in biomedical engineering.

An Overview on Interactive Medical Image Segmentation

Xianghua Xie, Feng Zhao, Xianghua Xie, 2013 .

Handbook of Texture Analysis

Xianghua Xie, Majid Mirmehdi, Jasjit S. Suri, 2008 .

Three-dimensional finite element analysis with different internal fixation methods through the anterior approach

Xianghua Xie, K. Tong, Shenglu Cao, 2021, World journal of clinical cases.

A Review of Recent Advances in Surface Defect Detection using Texture analysis Techniques

Xianghua Xie, Xianghua Xie, 2008 .

TEXEMS: Texture Exemplars for Defect Detection on Random Textured Surfaces

M. Mirmehdi, Xianghua Xie, 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

An improved method of computing geometrical potential force (GPF) employed in the segmentation of 3D and 4D medical images

Xianghua Xie, Perumal Nithiarasu, Igor Sazonov, 2017, Comput. methods Biomech. Biomed. Eng. Imaging Vis..

Modelling pipeline for subject‐specific arterial blood flow—A review

Xianghua Xie, Perumal Nithiarasu, Igor Sazonov, 2011 .

Radial basis function based level set interpolation and evolution for deformable modelling

Xianghua Xie, Majid Mirmehdi, M. Mirmehdi, 2011, Image Vis. Comput..

Modeling Large Sparse Data for Feature Selection: Hospital Admission Predictions of the Demented using Primary Care Electronic Health Records

Xianghua Xie, Senior, Shang-Ming Zhou, 2021 .

MAC: Magnetostatic Active Contour Model

Xianghua Xie, Majid Mirmehdi, M. Mirmehdi, 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.

One-Shot Decoupled Face Reenactment with Vision Transformer

Xianghua Xie, Chen Hu, 2022, International Conferences on Pattern Recognition and Artificial Intelligence.

3D Interactive Segmentation With Semi-Implicit Representation and Active Learning

Xianghua Xie, Jingjing Deng, Xianghua Xie, 2021, IEEE Transactions on Image Processing.

Pruning CNN filters via quantifying the importance of deep visual representations

Xianghua Xie, Ehab Essa, Mark W. Jones, 2021, Comput. Vis. Image Underst..

Graph Based Convolutional Neural Network pdf

Xianghua Xie, Michael Edwards, Xianghua Xie, 2016, ArXiv.

Gradient Leakage Defense with Key-Lock Module for Federated Learning

Xiaoke Ma, Xianghua Xie, Jingjing Deng, 2023, ArXiv.

Literature Review of Deep Network Compression

Xianghua Xie, Ali Alqahtani, Mark W. Jones, 2021, Informatics.

Tracking 3D human pose with large root node uncertainty

Xianghua Xie, Ben Daubney, B. Daubney, 2011, CVPR 2011.

Conversational Interaction Recognition Based on Bodily and Facial Movement

Xianghua Xie, Jingjing Deng, Shang-Ming Zhou, 2014, ICIAR.

Recognizing Conversational Interaction Based on 3D Human Pose

Xianghua Xie, Hui Fang, Jingjing Deng, 2013, ACIVS.

Active Contouring Based on Gradient Vector Interaction and Constrained Level Set Diffusion

Xianghua Xie, Xianghua Xie, 2010, IEEE Transactions on Image Processing.

A multi-stage random forest classifier for phase contrast cell segmentation

Xianghua Xie, Rachel J. Errington, Ehab Essa, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A Robust Vehicle Detection Model for LiDAR Sensor Using Simulation Data and Transfer Learning Methods

Xianghua Xie, C. Giannetti, Kayalvizhi Lakshmanan, 2023, AI.

An Ensemble of Deep Learning-Based Multi-Model for ECG Heartbeats Arrhythmia Classification

Xianghua Xie, Ehab Essa, Xianghua Xie, 2021, IEEE Access.

Coupled s‐excess HMM for vessel border tracking and segmentation

Xianghua Xie, Ehab Essa, Jonathan-Lee Jones, 2019, International journal for numerical methods in biomedical engineering.

Automatic segmentation of cross-sectional coronary arterial images

Xianghua Xie, Ehab Essa, Xianghua Xie, 2017, Comput. Vis. Image Underst..

Minimum S-Excess Graph for Segmenting and Tracking Multiple Borders with HMM

Xianghua Xie, Ehab Essa, Jonathan-Lee Jones, 2015, MICCAI.

Modelling and upscaling ecosystem respiration using thermal cameras and UAVs: Application to a peatland during and after a hot drought

L. Eklundh, Xianghua Xie, B. Liljebladh, 2021, Agricultural and Forest Meteorology.

Graph convolutional neural network for multi-scale feature learning

Gary K. L. Tam, Michael G. Edwards, Robert Ieuan Palmer, 2020, Comput. Vis. Image Underst..

Learnable Gabor modulated complex-valued networks for orientation robustness

Xianghua Xie, P. Duc, A. Paiement, 2020, ArXiv.

Automatic vessel lumen segmentation in optical coherence tomography (OCT) images

Ehab Essa, Huaizhong Zhang, Xianghua Xie, 2020, Appl. Soft Comput..

Divergence of Gradient Convolution: Deformable Segmentation With Arbitrary Initializations

Xianghua Xie, Huaizhong Zhang, Xianghua Xie, 2015, IEEE Transactions on Image Processing.

Clustering and Classification for Time Series Data in Visual Analytics: A Survey

Xianghua Xie, Mark W. Jones, Mohammed Ali, 2019, IEEE Access.

A directed graph convolutional neural network for edge-structured signals in link-fault detection

Michael P. Kenning, Xianghua Xie, Jingjing Deng, 2021, Pattern Recognit. Lett..

FedBoosting: Federated learning with gradient protected boosting for text recognition

Xiaoke Ma, Xianghua Xie, Jingjing Deng, 2020, Neurocomputing.

From clamped local shape models to global shape model

Xianghua Xie, Hui Fang, Jingjing Deng, 2013, 2013 IEEE International Conference on Image Processing.

Recurrent Neural Networks for Financial Time-Series Modelling

Xianghua Xie, Jingjing Deng, Gavin Tsang, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

Efficient Geometrical Potential Force Computation for Deformable Model Segmentation

Xianghua Xie, Perumal Nithiarasu, Igor Sazonov, 2012, MCV.

Modification of the GPF method for efficient segmentation of high dimensional medical scans

Xianghua Xie, Xianghua Xie, 2013 .

Interactive Segmentation of Medical Images: A Survey

Xianghua Xie, Xianghua Xie, Feng Zhao, 2012 .

An adaptive denoising method used in MRI

Xianghua Xie, Huaizhong Zhang, Xianghua Xie, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

Probabilistic Sequential Segmentation and Simultaneous On-Line Shape Learning of Multi-Dimensional Medical Imaging Data

Xianghua Xie, Xianghua Xie, 2009 .

Graph Deep Learning: State of the Art and Challenges

Xianghua Xie, Michael P. Kenning, Stavros Georgousis, 2021, IEEE Access.

Proceedings of the 16th Conference on Medical Image Understanding and Analysis

Xianghua Xie, Xianghua Xie, 2012 .

Shape and appearance priors for level set-based left ventricle segmentation

Xianghua Xie, Majid Mirmehdi, David Hall, 2013, IET Comput. Vis..

Level set segmentation with robust image gradient energy and statistical shape prior

Xianghua Xie, Perumal Nithiarasu, Igor Sazonov, 2011, 2011 18th IEEE International Conference on Image Processing.

Geometrically Induced Force Interaction for Three-Dimensional Deformable Models

Xianghua Xie, Perumal Nithiarasu, Igor Sazonov, 2011, IEEE Transactions on Image Processing.

Initialisation-Free Active Contour Segmentation

Xianghua Xie, Majid Mirmehdi, M. Mirmehdi, 2010, 2010 20th International Conference on Pattern Recognition.

Textured Image Segmentation Using Active Contours

Xianghua Xie, Xianghua Xie, 2009, VISIGRAPP.

Variational Maximum A Posteriori model similarity and dissimilarity matching

Xianghua Xie, Majid Mirmehdi, John Chiverton, 2008, 2008 19th International Conference on Pattern Recognition.

Integrated Segmentation and Interpolation of Sparse Data

Xianghua Xie, Majid Mirmehdi, Adeline Paiement, 2014, IEEE Transactions on Image Processing.

Image Gradient Based Level Set Methods in 2D and 3D

Xianghua Xie, Majid Mirmehdi, Perumal Nithiarasu, 2013 .

Locating Datacenter Link Faults with a Directed Graph Convolutional Neural Network

Xianghua Xie, Michael P. Kenning, Jingjing Deng, 2021, ICPRAM.

MLMT-CNN for object detection and segmentation in multi-layer and multi-spectral images

Xianghua Xie, Jean Aboudarham, Adeline Paiement, 2021, Machine Vision and Applications.

Phase contrast cell detection using multilevel classification

Xianghua Xie, Ehab Essa, Xianghua Xie, 2018, International journal for numerical methods in biomedical engineering.

Combining Stacked Denoising Autoencoders and Random Forests for Face Detection

Xianghua Xie, Jingjing Deng, Michael Edwards, 2016, ACIVS.

Textured Image Segmentation based on Local Spectral Histogram and Active Contour

Xianghua Xie, Xianghua Xie, 2009, VISAPP.

Active Anchors

Xianghua Xie, Michael Edwards, Connor Clarkson, 2023, EICS.

Generating Local Temporal Poses from Gestures with Aligned Cluster Analysis for Human Action Recognition

Xianghua Xie, Xianghua Xie, 2015 .

Steel Surface Roughness Parameter Calculations Using Lasers and Machine Learning Models

Xianghua Xie, A. Milne, 2023, arXiv.org.

A Deep Convolutional Auto-Encoder with Embedded Clustering

Xianghua Xie, Mark W. Jones, J. Deng, 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).

Consistent segment-wise matching with multi-layer graphs

Gary K. L. Tam, Xianghua Xie, Yu-Kun Lai, 2019, Comput. Aided Geom. Des..

Xianghua Xie, Jingjing Deng, Louise Terry, 2016, ICIAR.

Privacy Preserving Text Recognition with Gradient-Boosting for Federated Learning pdf

Xianghua Xie, Jingjing Deng, Hanchi Ren, 2020, ArXiv.

Using Machine Learning to Refer Patients with Chronic Kidney Disease to Secondary Care

Xianghua Xie, Lee Au-Yeung, James Chess, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

Predicting Surface Texture in Steel Manufacturing at Speed

Xianghua Xie, A. Milne, 2023, ArXiv.

Image Template Matching via Dense and Consistent Contrastive Learning

Xianghua Xie, Y. Ye, Hongyang Chen, 2023, 2023 IEEE International Conference on Multimedia and Expo (ICME).

Steel Surface Roughness Parameter Calculations Using Lasers and Machine Learning Models

Xianghua Xie, A. Milne, 2023, ArXiv.

Deep Collaborative Learning for Randomly Wired Neural Networks

Xianghua Xie, Ehab Essa, Xianghua Xie, 2021, Electronics.

Graph Convolutional Neural Network

Xianghua Xie, Michael Edwards, Xianghua Xie, 2016, British Machine Vision Conference.

Joint multi-label learning and feature extraction for temporal link prediction

Xiaoke Ma, Xianghua Xie, Jingjing Deng, 2022, Pattern Recognit..

Integrated Segmentation and Interpolation of Sparse Data

M. Mirmehdi, Xianghua Xie, A. Paiement, 2014, IEEE Transactions on Image Processing.

Combining region‐based and imprecise boundary‐based cues for interactive medical image segmentation

Xianghua Xie, Ehab Essa, J. Jones, 2014, International journal for numerical methods in biomedical engineering.

Recognition, Tracking, and Optimisation

Gary K. L. Tam, Xianghua Xie, Mark W. Jones, 2017, International Journal of Computer Vision.

Segmenting Carotid in CT Using Geometric Potential Field Deformable Model

Xianghua Xie, Perumal Nithiarasu, Igor Sazonov, 2013 .

Segmentation of Vessel Geometries from Medical Images using GPF Deformable Model

Xianghua Xie, Perumal Nithiarasu, Igor Sazonov, 2012, ICPRAM.

GPF Deformable Model based Vessel Segmentation in CT

Xianghua Xie, Xianghua Xie, 2012 .

Multi-model Deep Learning Ensemble for ECG Heartbeat Arrhythmia Classification

Xianghua Xie, Ehab Essa, Xianghua Xie, 2021, 2020 28th European Signal Processing Conference (EUSIPCO).

An Overview of Interactive Medical Image Segmentation

Xianghua Xie, Feng Zhao, 2013 .

An applied study of human detection in single images

Xianghua Xie, Ren Liu, Xianghua Xie, 2011, International Workshop on Image Processing and Optical Engineering.

Texture Exemplars for Defect Detection on Random Textures

Xianghua Xie, Majid Mirmehdi, M. Mirmehdi, 2005, ICAPR.

Localising surface defects in random colour textures using multiscale texem analysis in image eigenchannels

Xianghua Xie, Majid Mirmehdi, M. Mirmehdi, 2005, IEEE International Conference on Image Processing 2005.

Manifold Modeling of the Beating Heart Motion

Xianghua Xie, Adeline Paiement, Paul Stroe, 2018, MIUA.

A Charged Active Contour Based on Electrostatics

Xianghua Xie, Majid Mirmehdi, Ronghua Yang, 2006, ACIVS.

Detect face in the wild using CNN cascade with feature aggregation at multi-resolution

Xianghua Xie, Jingjing Deng, Xianghua Xie, 2017, 2017 IEEE International Conference on Image Processing (ICIP).