Xianghua Xie

According to our database1, Xianghua Xie authored at least 98 papers between 2003 and 2020.

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

Timeline

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Bibliography

2020
Graph convolutional neural network for multi-scale feature learning.
Comput. Vis. Image Underst., 2020

Privacy Preserving Text Recognition with Gradient-Boosting for Federated Learning.
CoRR, 2020

Automatic vessel lumen segmentation in optical coherence tomography (OCT) images.
Appl. Soft Comput., 2020

Inferring Attention Shift Ranks of Objects for Image Saliency.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
TimeCluster: dimension reduction applied to temporal data for visual analytics.
Vis. Comput., 2019

Consistent segment-wise matching with multi-layer graphs.
Comput. Aided Geom. Des., 2019

Clustering and Classification for Time Series Data in Visual Analytics: A Survey.
IEEE Access, 2019

Robust and Flexible Puzzle Solving with Corner-based Cycle Consistent Correspondences.
Proceedings of the Computer Graphics & Visual Computing, 2019

Determining Lead-Lag Structure between Sentiment Index and Stock Price Returns.
Proceedings of the ICVISP 2019: 3rd International Conference on Vision, 2019

Learning Discriminatory Deep Clustering Models.
Proceedings of the Computer Analysis of Images and Patterns, 2019

2018
3D mesh segmentation via multi-branch 1D convolutional neural networks.
Graph. Model., 2018

A Deep Learning Driven Active Framework for Segmentation of Large 3D Shape Collections.
CoRR, 2018

Manifold Modeling of the Beating Heart Motion.
Proceedings of the Medical Image Understanding and Analysis - 22nd Conference, 2018

Recurrent Neural Networks for Financial Time-Series Modelling.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Local Representation Learning with A Convolutional Autoencoder.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A Deep Convolutional Auto-Encoder with Embedded Clustering.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Towards Visual Exploration of Large Temporal Datasets.
Proceedings of the 2018 International Symposium on Big Data Visual and Immersive Analytics, 2018

2017
Recognition, Tracking, and Optimisation.
Int. J. Comput. Vis., 2017

Automatic segmentation of cross-sectional coronary arterial images.
Comput. Vis. Image Underst., 2017

An improved method of computing geometrical potential force (GPF) employed in the segmentation of 3D and 4D medical images.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2017

Labeling subtle conversational interactions within the CONVERSE dataset.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

Detect face in the wild using CNN cascade with feature aggregation at multi-resolution.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Nested Shallow CNN-Cascade for Face Detection in the Wild.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Learning feature extractors for AMD classification in OCT using convolutional neural networks.
Proceedings of the 25th European Signal Processing Conference, 2017

AMD Classification in Choroidal OCT Using Hierarchical Texton Mining.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017

2016
Registration and Modeling From Spaced and Misaligned Image Volumes.
IEEE Trans. Image Process., 2016

Fixing the root node: Efficient tracking and detection of 3D human pose through local solutions.
Image Vis. Comput., 2016

From pose to activity: Surveying datasets and introducing CONVERSE.
Comput. Vis. Image Underst., 2016

Graph Based Convolutional Neural Network.
CoRR, 2016

Interactive 3D Segmentation of Lymphatic Valves in Confocal Microscopic Images.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

Extracting Lineage Information from Hand-Drawn Ancient Maps.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

Age-Related Macular Degeneration Detection and Stage Classification Using Choroidal OCT Images.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

Graph Convolutional Neural Network.
Proceedings of the British Machine Vision Conference 2016, 2016

Neural Network Boundary Detection for 3D Vessel Segmentation.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

Combining Stacked Denoising Autoencoders and Random Forests for Face Detection.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015
Divergence of Gradient Convolution: Deformable Segmentation With Arbitrary Initializations.
IEEE Trans. Image Process., 2015

Computing 3D Mesh Correspondence for Aortic Root Shape Modelling.
Proceedings of the Medical Image Understanding and Analysis, 2015

Minimum S-Excess Graph for Segmenting and Tracking Multiple Borders with HMM.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Graph Based Lymphatic Vessel Wall Localisation and Tracking.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

Finding complete 3D vertex correspondence for statistical shape modeling.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Automatic segmentation of lymph vessel wall using optimal surface graph cut and hidden Markov Models.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A multi-stage random forest classifier for phase contrast cell segmentation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Automatic Aortic Root Segmentation with Shape Constraints and Mesh Regularisation.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Integrated Segmentation and Interpolation of Sparse Data.
IEEE Trans. Image Process., 2014

A bag of words approach to subject specific 3D human pose interaction classification with random decision forests.
Graph. Model., 2014

An adaptive denoising method used in MRI.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

3D interactive coronary artery segmentation using random forests and Markov random field optimization.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Conversational Interaction Recognition Based on Bodily and Facial Movement.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

A discriminative approach to automatic seizure detection in multichannel EEG signals.
Proceedings of the 22nd European Signal Processing Conference, 2014

Protein classification using Hidden Markov models and randomised decision trees.
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014

Footstep pressure signal analysis for human identification.
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014

2013
Shape and appearance priors for level set-based left ventricle segmentation.
IET Comput. Vis., 2013

Graph based segmentation with minimal user interaction.
Proceedings of the IEEE International Conference on Image Processing, 2013

From clamped local shape models to global shape model.
Proceedings of the IEEE International Conference on Image Processing, 2013

Interactive Segmentation of Media-Adventitia Border in IVUS.
Proceedings of the Computer Analysis of Images and Patterns, 2013

Recognizing Conversational Interaction Based on 3D Human Pose.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

2012
Automatic Bootstrapping and Tracking of Object Contours.
IEEE Trans. Image Process., 2012

State of the Art Report on Video-Based Graphics and Video Visualization.
Comput. Graph. Forum, 2012

Efficient Geometrical Potential Force Computation for Deformable Model Segmentation.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012

Shape Prior Model for Media-Adventitia Border Segmentation in IVUS Using Graph Cut.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012

Segmentation of Vessel Geometries from Medical Images using GPF Deformable Model.
Proceedings of the ICPRAM 2012, 2012

Line Histogram - A Fast Method for Rotated Rectangular Area Histogramming.
Proceedings of the ICPRAM 2012, 2012

2011
Geometrically Induced Force Interaction for Three-Dimensional Deformable Models.
IEEE Trans. Image Process., 2011

Radial basis function based level set interpolation and evolution for deformable modelling.
Image Vis. Comput., 2011

Automatic Segmentation of IVUS Media-Adventitia Border with Shape Prior.
Proceedings of the Medical Image Understanding and Analysis, 2011

Level set segmentation with robust image gradient energy and statistical shape prior.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Automatic IVUS media-adventitia border extraction using double interface graph cut segmentation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A Survey on Video-based Graphics and Video Visualization.
Proceedings of the 32nd Annual Conference of the European Association for Computer Graphics, 2011

Tracking 3D human pose with large root node uncertainty.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Entropy Driven Hierarchical Search for 3D Human Pose Estimation.
Proceedings of the British Machine Vision Conference, 2011

2010
Active Contouring Based on Gradient Vector Interaction and Constrained Level Set Diffusion.
IEEE Trans. Image Process., 2010

Initialisation-Free Active Contour Segmentation.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Level Set Based Segmentation Using Local Feature Distribution.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Estimating 3D Human Pose from Single Images Using Iterative Refinement of the Prior.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Fast Dynamic Texture Detection.
Proceedings of the Computer Vision, 2010

Estimating 3D Pose via Stochastic Search and Expectation Maximization.
Proceedings of the Articulated Motion and Deformable Objects, 6th International Conference, 2010

2009
Textured Image Segmentation Using Active Contours.
Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Applications, 2009

Textured Image Segmentation based on Local Spectral Histogram and Active Contour.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Generic Motion based Object Segmentation for Assisted Navigation.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Multi-spectral Texture Characterisation for Remote Sensing Image Segmentation.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Range image registration using hierarchical segmentation and clustering.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation, 2009

Geometric Potential Force for the Deformable Model.
Proceedings of the British Machine Vision Conference, 2009

On-line Learning of Shape Information for Object Segmentation and Tracking.
Proceedings of the British Machine Vision Conference, 2009

2008
Correction to "MAC: Magnetostatic Active Contour Model".
IEEE Trans. Pattern Anal. Mach. Intell., 2008

MAC: Magnetostatic Active Contour Model.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Variational Maximum A Posteriori model similarity and dissimilarity matching.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Tracking with Active Contours Using Dynamically Updated Shape Information.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

2007
TEXEMS: Texture Exemplars for Defect Detection on Random Textured Surfaces.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Implicit Active Model using Radial Basis Function Interpolated Level Sets.
Proceedings of the British Machine Vision Conference 2007, 2007

2006
Colour tonality inspection using eigenspace features.
Mach. Vis. Appl., 2006

Magnetostatic Field for the Active Contour Model: A Study in Convergence.
Proceedings of the British Machine Vision Conference 2006, 2006

A Charged Active Contour Based on Electrostatics.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

2005
Localising surface defects in random colour textures using multiscale texem analysis in image eigenchannels.
Proceedings of the 2005 International Conference on Image Processing, 2005

Texture Exemplars for Defect Detection on Random Textures.
Proceedings of the Pattern Recognition and Image Analysis, 2005

2004
RAGS: region-aided geometric snake.
IEEE Trans. Image Process., 2004

Inspecting Colour Tonality on Textured Surfaces.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

2003
Level-set based geometric colour snake with region support.
Proceedings of the 2003 International Conference on Image Processing, 2003

Geodesic Colour Active Contour Resistent to Weak Edges and Noise.
Proceedings of the British Machine Vision Conference, 2003


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