Publications

Journal Articles

  1. Edwards, M., Xie, X., PALMER, R., Tam, G., Alcock, R., Roobottom, C. Graph convolutional neural network for multi-scale feature learning Computer Vision and Image Understanding
  2. Ali, M., Alqahtani, A., Jones, M., Xie, X. Clustering and Classification for Time Series Data in Visual Analytics: A Survey IEEE Access
  3. Ali, M., Jones, M., Xie, X., Williams, M. TimeCluster: dimension reduction applied to temporal data for visual analytics The Visual Computer 35 6-8 1013 1026
  4. Wang, T., George, D., Lai, Y., Xie, X., Tam, G. Consistent segment-wise matching with multi-layer graphs Computer Aided Geometric Design 70 31 45
  5. Wang, T., George, D., Lai, Y., Xie, X., Tam, G. Consistent segment-wise matching with multi-layer graphs Computer Aided Geometric Design 70 31 45
  6. Essa, E., Jones, J., Xie, X. Coupled s‐excess HMM for vessel border tracking and segmentation International Journal for Numerical Methods in Biomedical Engineering e3206
  7. Tsang, G., Xie, X., Zhou, S., Zhou, S. Harnessing the Power of Machine Learning in Dementia Informatics Research: Issues, Opportunities and Challenges IEEE Reviews in Biomedical Engineering 1 1
  8. George, D., Xie, X., Tam, G. 3D Mesh Segmentation via Multi-branch 1D Convolutional Neural Networks Graphical Models 96 1 10
  9. Zhou, S., Tsang, G., Xie, X., Huo, L., Brophy, S., Lyons, R. Mining electronic health records to identify influential predictors associated with hospital admission of patients with dementia: an artificial intelligence approach The Lancet 392 S9
  10. Boileau, E., Pant, S., Roobottom, C., Sazonov, I., Deng, J., Xie, X., Nithiarasu, P. Estimating the accuracy of a reduced-order model for the calculation of fractional flow reserve (FFR) International Journal for Numerical Methods in Biomedical Engineering 34 1 e2908
  11. Essa, E., Xie, X. Phase contrast cell detection using multilevel classification International Journal for Numerical Methods in Biomedical Engineering e2916
  12. Essa, E., Xie, X. Automatic segmentation of cross-sectional coronary arterial images Computer Vision and Image Understanding 165 97 110
  13. Xie, X., Jones, M., Tam, G. Recognition, Tracking, and Optimisation International Journal of Computer Vision 122 3 409 410
  14. Daubney, B., Xie, X., Deng, J., Parthaláin, N., Zwiggelaar, R. Fixing the root node: Efficient tracking and detection of 3D human pose through local solutions Image and Vision Computing 52 73 87
  15. Paiement, A., Mirmehdi, M., Xie, X., Hamilton, M. Registration and Modeling from Spaced and Misaligned Image Volumes IEEE Transactions on Image Processing 25 9 4379 4393
  16. Edwards, M., Deng, J., Xie, X. From pose to activity: Surveying datasets and introducing CONVERSE Computer Vision and Image Understanding 144 73 105
  17. Sazonov, I., Xie, X., Nithiarasu, P. An improved method of computing geometrical potential force (GPF) employed in the segmentation of 3D and 4D medical images Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization 1 10
  18. Zhang, H., Xie, X. Divergence of Gradient Convolution: Deformable Segmentation with Arbitrary Initializations IEEE Transactions on Image Processing 24 11 3902 3914
  19. Zhao, F., Xie, X. Energy Minimization in Medical Image Analysis: Methodologies & Applications International Journal for Numerical Methods in Biomedical Engineering 32 2
  20. Zhao, F., Roach, M., Xie, X., Roach, M. Computer Vision Techniques for Transcatheter Intervention IEEE Journal of Translational Engineering in Health and Medicine
  21. Jones, J., Xie, X., Essa, E. Combining region-based and imprecise boundary-based cues for interactive medical image segmentation International Journal for Numerical Methods in Biomedical Engineering 30 12 1649 1666
  22. Deng, J., Xie, X., Daubney, B. A bag of words approach to subject specific 3D human pose interaction classification with random decision forests Graphical Models 76 3 162 171
  23. Yeo, S., Xie, X., Sazonov, I., Nithiarasu, P. Segmentation of biomedical images using active contour model with robust image feature and shape prior International Journal for Numerical Methods in Biomedical Engineering 30 2 232 248
  24. Paiement, A., Mirmehdi, M., Xie, X., Hamilton, M. Integrated Segmentation and Interpolation of Sparse Data IEEE Transactions on Image Processing 23 1 110 125
  25. Zhao, F., Xie, X. An Overview on Interactive Medical Image Segmentation Annals of the BMVA 7 1 22
  26. Xie, X. Guest Editorial: Medical Image Understanding and Analysis Annals of the BMVA 1 2
  27. Yang, R., Mirmehdi, M., Xie, X., Hall, D. Shape and appearance priors for level set-based left ventricle segmentation IET Computer Vision 7 3 170 183
  28. Borgo, R., Chen, M., Daubney, B., Heidemann, G., Grundy, E., Hoferlin, B., Hoferlin, M., Leitte, H., Weiskopf, D., Xie, X., Borgo, R. State of the Art Report on Video-based Graphics and Video Visualizations Computer Graphics Forum 31 8 2450 2477
  29. Chiverton, J., Xie, X., Mirmehdi, M. Automatic Bootstrapping and Tracking of Object Contours IEEE Transactions on Image Processing 21 3 1231 1245
  30. Xie, X., Mirmehdi, M. Radial basis function based level set interpolation and evolution for deformable modelling Image and Vision Computing 29 2-3 167 177
  31. Sazonov, I., Yeo, S., Bevan, R., Xie, X., Loon, R., Nithiarasu, P. Modelling pipeline for subject-specific arterial blood flow-A review International Journal for Numerical Methods in Biomedical Engineering 27 12 1868 1910
  32. Yeo, S., Xie, X., Sazonov, I., Nithiarasu, P., Nithiarasu, P., Sazonov, I. Geometrically Induced Force Interaction for Three-Dimensional Deformable Models IEEE Transactions on Image Processing 20 5 1373 1387
  33. Xie, X. Active Contouring Based on Gradient Vector Interaction and Constrained Level Set Diffusion IEEE Transactions on Image Processing 19 1 154 164
  34. Xie, X., Mirmehdi, M. MAC: Magnetostatic Active Contour Model IEEE Transactions on Pattern Analysis and Machine Intelligence 30 4 632 646
  35. Xie, X., Xie, X. A review of recent advances in surface defect detection using texture analysis techniques Electronic Letters on Computer Vision and Image Analysis 7 3 1 25
  36. Xie, X., Mirmehdi, M., Xie, X. Correction to "MAC: Magnetostatic Active Contour Model" [Apr 08 632-646] IEEE Transactions on Pattern Analysis and Machine Intelligence 30 5 Online Only Online Only
  37. Xie, X., Mirmehdi, M. TEXEMS: Texture Exemplars for Defect Detection on Random Textured Surfaces IEEE Transactions on Pattern Analysis and Machine Intelligence 29 8 1454 1464
  38. Xie, X., Mirmehdi, M. Colour Image Segmentation using Texems Annals of the British Machine Vision Association 6 1 10
  39. Xie, X., Mirmehdi, M., Thomas, B. Colour tonality inspection using eigenspace features Machine Vision and Applications 16 6 364 373
  40. Xie, X., Mirmehdi, M., Xie, X. RAGS: Region-Aided Geometric Snake IEEE Transactions on Image Processing 13 5 640 652

Books

  1. Nithiarasu, P., Robertson, A., Etienne, B., Sazonov, I., Xie, X. Proceedings of the 5th International Conference on Computational & Mathematical Biomedical Engineering (Ed.), CMBE
  2. Xie, X. Proceedings of the 3rd International Conference on Computational & Mathematical Biomedical Engineering (Ed.), Hong Kong
  3. Xie, X. Proceedings of the 3rd International Conference on Computational & Mathematical Biomedical Engineering (Ed.),
  4. Xie, X. Medical Image Understanding and Analysis 2012 Special Issue (Ed.), Annals of the BMVA
  5. Nithiarasu, P., Lohner, R., van Loon, R., Sazonov, I., Xie, X. Proceedings of the 2nd International Conference on Mathematical and Computational Biomedical Engineering (Ed.),
  6. Mirmehdi, M., Xie, X., Suri, J., Xie, X. Handbook of Texture Analysis ICP

Book Chapters

  1. Ravenscroft, D., Deng, J., Xie, X., Terry, L., Margrain, T., North, R., Wood, A. AMD Classification in Choroidal OCT Using Hierarchical Texton Mining (Ed.), Advanced Concepts for Intelligent Vision Systems 248
  2. Deng, J., Xie, X., Edwards, M. Combining Stacked Denoising Autoencoders and Random Forests for Face Detection (Ed.), Advanced Concepts for Intelligent Vision Systems 349 360
  3. Palmer, R., Xie, X. Neural Network Boundary Detection for 3D Vessel Segmentation (Ed.), Advanced Concepts for Intelligent Vision Systems 25 36
  4. Xie, X., Yeo, S., Mirmehdi, M., Sazonov, I., Nithiarasu, P. Image Gradient Based Level Set Methods in 2D and 3D (Ed.), Deformation Models 101 120 Springer
  5. Xie, X. An Applied Comparative Study on Active Contour Models in Mammographic Image Segmentation (Ed.), American Scientific Publishers
  6. Xie, X., Mirmehdi, M., Xie, X. Texems: random texture representation and analysis (Ed.), Handbook of Texture Analysis 95 127 ICP
  7. Xie, X., Mirmehdi, M., Xie, X. A galaxy of texture features (Ed.), Handbook of Texture Analysis 375 406 ICP
  8. Xie, X., Mirmehdi, M. A Region-Aided Color Geometric Snake (Ed.), Handbook of Biomedical Image Analysis: Segmentation Models 535 582 Springer Press

Conference Contributions

  1. Alqahtani, A., Xie, X., Deng, J., Jones, M., Jones, M., Xie, X. Learning Discriminatory Deep Clustering Models Computer Analysis of Images and Patterns 11678 233
  2. Terry, L., Ravenscroft, D., Deng, J., Xie, X., White, N., Margrain, T., North, R., Wood, A. Feature analysis of the choroid in optical coherence tomography images–limitations and opportunities Investigative Ophthalmology & Visual Science 60 9 3461 3461
  3. Bahade, S., Edwards, M., Xie, X. Graph Convolutional Neural Network for segmentation of immunostained Hodgkin Lymphoma histology images 23rd Conference in Medical Imaging, Understanding and Analysis
  4. Momotov, A., Xie, X. Determining Lead-Lag Structure between Sentiment Index and Stock Price Returns International Conference on Data Mining and Knowledge Discovery
  5. Ali, M., Jones, M., Xie, X., Williams, M. Towards Visual Exploration of Large Temporal Datasets In 2018 International Symposium on Big Data Visual Analytics (BDVA) 2018
  6. Kenning, M., Xie, X., Edwards, M., Deng, J. Local Representation Learning with A Convolutional Autoencoder 2018 25th IEEE International Conference on Image Processing (ICIP) 3239 3243
  7. Alqahtani, A., Xie, X., Deng, J., Jones, M., Jones, M., Xie, X., Deng, J. A Deep Convolutional Auto-Encoder with Embedded Clustering 2018 25th IEEE International Conference on Image Processing (ICIP) 4058 4062
  8. Stroe, P., Xie, X., Paiement, A. Manifold modeling of the beating heart motion Medical Image Understanding and Analysis 894 229
  9. Deng, J., Xie, X. Detect face in the wild using CNN cascade with feature aggregation at multi-resolution 4167 4171
  10. Tsang, G., Deng, J., Xie, X. Recurrent Neural Networks for Financial Time-Series Modelling 892 897
  11. Ravenscroft, D., Deng, J., Xie, X., Terry, L., Margrain, T., North, R., Wood, A. Learning feature extractors for AMD classification in OCT using convolutional neural networks Signal Processing Conference (EUSIPCO), 2017 25th European 51 55
  12. Deng, J., Xie, X. Nested Shallow CNN-Cascade for Face Detection in the Wild 2017 IEEE 12th International Conference on Automatic Face & Gesture Recognition 165 172
  13. Edwards, M., Deng, J., Xie, X. Labeling subtle conversational interactions within the CONVERSE dataset 2017 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) 140 145
  14. Essa, E., Xie, X. Segmentation and Tracking of Coronary Arterial Wall Computational and Mathematical Biomedical Engineering
  15. Edwards, M., Xie, X. Graph Convolutional Neural Network British Machine Vision Conference
  16. Essa, E., Xie, X., Turner, R., Stevens, M., Power, D. Extracting Lineage Information from Hand-Drawn Ancient Maps Image Analysis and Recognition 9730 268 275
  17. Deng, J., Xie, X., Terry, L., Wood, A., White, N., Margrain, T., North, R. Age-Related Macular Degeneration Detection and Stage Classification Using Choroidal OCT Images Image Analysis and Recognition. ICIAR 2016. Lecture Notes in Computer Science. 9730 707 715
  18. Jones, J., Xie, X. Interactive 3D Segmentation of Lymphatic Valves in Confocal Microscopic Images Image Analysis and Recognition 9730 198 205
  19. Essa, E., Xie, X., Jones, J. Minimum s-Excess Graph for Segmenting and Tracking Multiple Borders with HMM International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 9350 28 35
  20. Edwards, M., Xie, X. Generating Local Temporal Poses from Gestures with Aligned Cluster Analysis for Human Action Recognition BMVC 2015, 7th UK Computer Vision Student Workshop
  21. George, D., Tam, G., Xie, X. Analysis of face and segment level descriptors for robust 3D co-segmentation 3.1 3.10
  22. Essa, E., Errington, R., White, N., Xie, X. A Multi-Stage Random Forest Classifier for Phase Contrast Cell Segmentation 37th Annual Int. Conf. IEEE Engineering in Medicine and Biology Society
  23. Palmer, R., Tam, G., Xie, X. Finding Complete 3D Vertex Correspondence for Statistical Shape Modeling IEEE Engineering in Medicine and Biology Society
  24. Jones, J., Essa, E., Xie, X. Automatic Segmentation of Lymph Vessel Wall using Optimal Surface Graph Cut and Hidden Markov Models IEEE Engineering in Medicine and Biology Society
  25. Palmer, R., Tam, G., Alock, R., Roobottom, C., Xie, X. Computing 3D Mesh Correspondence for Aortic Root Shape Modelling 19th Conference on Medical Image Understanding and Analysis 1 6
  26. Essa, E., Jones, J., Xie, X. Graph Based Lymphatic Vessel Wall Localisation and Tracking Graph-Based Representations in Pattern Recognition 9069 345 354
  27. Deng, J., Xie, X., Alcock, R., Roobottom, C. 3D interactive coronary artery segmentation using random forests and Markov random field optimization 2014 IEEE International Conference on Image Processing (ICIP) 942 946
  28. Edwards, M., Xie, X. Footstep pressure signal analysis for human identification Int'l Conf. BioMedical Engineering and Informatics 307 312
  29. Deng, J., Xie, X., Zhou, S. Conversational Interaction Recognition Based on Bodily and Facial Movement International Conference on Image Analysis and Recognition 8814 237 245
  30. James, D., Xie, X., Eslambolchilar, P. A Discriminative Approach to Automatic Seizure Detection in Multichannel EEG Signals 22nd European Signal Processing Conference
  31. Boileau, E., Sazonov, ., van Loon, R., Xie, X., Nithiarasu, P. An Improved Coronary Model for One-Dimensional Pressure-Flow Analysis 11th World Congress on Computational Mechanics
  32. Zhang, H., Xie, X. An adaptive denoising method used in MRI 501 504
  33. Zhang, H., Xie, X. An adaptive denoising method used in MRI IEEE International Symposium on Biomedical Imaging 501 504
  34. Lacey, A., Deng, J., Xie, X. Protein classification using Hidden Markov models and randomised decision trees 2014 7th International Conference on Biomedical Engineering and Informatics 659 664
  35. Chen, D., Deng, J., Xie, X., Nithiarasu, P., Smith, D. Efficient reconstruction of coronary vessels from 2D angiography International Conference on Computational and Mathematical Biomedical Engineering
  36. Jones, J., Essa, E., Xie, X., Cotton, J. Interactive segmentation of lumen border in OCT International Conference on Computational and Mathematical Biomedical Engineering
  37. Sazonov, I., Xie, X., Nithiarasu, P. Modification of the GPF method for efficient segmentation of high dimensional medical scans International Conference on Computational and Mathematical Biomedical Engineering
  38. Tappenden, A., Ionescu, A., Xie, X., van Loon, R. Parameter estimation of heart, valve and vasculature International Conference on Computational and Mathematical Biomedical Engineering
  39. Deng, J., Xie, X., Daubney, B., Fang, H., Grant, P. Recognizing Conversational Interaction Based on 3D Human Pose Advanced Concepts for Intelligent Vision Systems 8192 138 149
  40. Deng, J., Xie, X., Daubney, B. A Bag of Words Approach to 3D Human Pose Interaction Classification with Random Decision Forests Computational Visual Media Conference
  41. Jones, J., Xie, X., Essa, E. Image Segmentation using Combined User Interactions Computational Visual Media Conference
  42. Zhang, H., Essa, E., Xie, X. Graph based segmentation with minimal user interaction IEEE International Conference on Image Processing 4074 4078
  43. Jones, J., Essa, E., Xie, X., Smith, D. Interactive Segmentation of Media-Adventitia Border in IVUS 15th International Conference on Computer Analysis of Images and Patterns 8048 466 474
  44. Fang, H., Deng, J., Xie, X., Grant, P. From clamped local shape models to global shape model 2013 IEEE International Conference on Image Processing 3513 3517
  45. Yeo, S., Xie, X., Sazonov, I., Nithiarasu, P., Xie, X. Mathematical Methodologies in Pattern Recognition and Machine Learning Segmenting Carotid in CT Using Geometric Potential Field Deformable Model 30 149 162
  46. Sazonov, I., Xie, X., Nithiarasu, P. Efficient Geometrical Potential Force Computation for Deformable Model Segmentation Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging 7766 1 10
  47. Essa, E., Xie, X., Sazonov, I., Nithiarasu, P., Smith, D. Shape Prior Model for Media-Adventitia Border Segmentation in IVUS Using Graph Cut Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging 7766 1 10
  48. Zhao, F., Xie, X. Interactive Segmentation of Medical Images: A Survey The 16th Conference on Medical Image Understanding and Analysis 263 270
  49. Yeo, S., Xie, X., Sazonov, I., Nithiarasu, P. GPF Deformable Model based Vessel Segmentation in CT The 16th Conference on Medical Image Understanding and Analysis 1 7
  50. Sazonov, I., Xie, X., Yeo, S., Bevan, R., van Loon, R., Nithiarasu, P. Segmentation and Mesh Generation for Patient-Specific Flow Modelling in Carotid Arteries The 16th Conference on Medical Image Understanding and Analysis 1 7
  51. Essa, E., Xie, X., Sazonov, I., Nithiarasu, P., Smith, D. Graph-based Segmentation of Optimal IVUS Media-Adventitia Border using Shape Prior The 16th Conference on Medical Image Understanding and Analysis 143 149
  52. Zhang, H., Xie, X. Medical Image Segmentation Using Magnetostatic Active Contours (MAC) with Tensor Diffusion The 16th Conference on Medical Image Understanding and Analysis 125 130
  53. Xie, X. Proceedings of the 16th Conference on Medical Image Understanding and Analysis 1 292
  54. Hou, Z., Hannuna, S., Xie, X., Mirmehdi, M. Line Histogram: A Fast Method for Rotated Rectangular Area Histogramming International Conference on Pattern Recognition Applications and Methods
  55. Yeo, S., Xie, X., Sazonov, I., Nithiarasu, P. Segmentation of Vessel Geometries from Medical Images using GPF Deformable Model International Conference on Pattern Recognition Applications and Methods
  56. Liu, R., Xie, X. An Applied Study of Human Detection in Single Images
  57. Hou, Z., Hannuna, S., Xie, X., Mirmehdi, M., Xie, X. Line histogram a fast method for rotated rectangular area histogramming 2
  58. Yeo, S., Xie, X., Sazonov, I., Nithiarasu, P., Xie, X. Level set segmentation with robust image gradient energy and statistical shape prior 18th IEEE International Conference on Image Processing 3397
  59. Borgo, R., Chen, M., Daubney, B., Grundy, E., Janicke, H., Heidemann, G., Hoferlin, B., Hoferlin, M., Weiskopf, D., Xie, X. A Survey on Video-based Graphics and Video Visualization Eurographics 2011
  60. Xie, X. Variational Level Set Segmentation using Shape Prior 2nd International Conference on Mathematical and Computational Biomedical Engineering
  61. Daubney, B., Xie, X. Tracking 3D human pose with large root node uncertainty CVPR 2011 1321
  62. Daubney, B., Xie, X. Entropy Driven Hierarchical Search for 3D Human Pose Estimation 22nd British Machine Vision Conference 31.1
  63. Essa, E., Xie, X., Sazonov, I., Nithiarasu, P. Automatic IVUS media-adventitia border extraction using double interface graph cut segmentation 18th IEEE International Conference on Image Processing 69
  64. Xie, X., Yeo, S., Sazonov, I., Nithiarasu, P. Extracting 3D Structures from Biomedical Data 1
  65. Essa, E., Xie, X., Sazonov, I., Nithiarasu, P. Local Phase based Automatic VIUS Media-Adventitia Border Detection
  66. Yeo, S., Xie, X., Sazonov, I., Nithiarasu, P. Variational Level Set Segmentation using Shape Prior
  67. Essa, E., Xie, X., Sazonov, I., Nithiarasu, P., Smith, D. Automatic Segmentation of IVUS Media-Adventitia Border with Shape Prior
  68. Xie, X., Mirmehdi, M. Initialisation-Free Active Contour Segmentation 20th International Conference on Pattern Recognition 2318
  69. Xie, X. Level Set Based Segmentation Using Local Feature Distribution 20th International Conference on Pattern Recognition 2780
  70. Paiement, A., Mirmehdi, M., Xie, X., Hamilton, M. Simultaneous level set interpolation and segmentation of short- and long-axis MRI Proceedings of Medical Image Understanding and Analysis
  71. Traver, V., Mirmehdi, M., Xie, X., Montoliu, R. Fast Dynamic Texture Detection Computer Vision – ECCV 2010 6314 680
  72. Xie, X. Textured Image Segmentation Using Active Contours Computer Vision, Imaging and Computer Graphics. Theory and Applications 68 357
  73. Daubney, B., Xie, X. Estimating 3D Human Pose from Single Images Using Iterative Refinement of the Prior 20th International Conference on Pattern Recognition 3440
  74. Daubney, B., Xie, X. Estimating 3D Pose via Stochastic Search and Expectation Maximization Articulated Motion and Deformable Objects 6169 67
  75. Liu, Y., Li, L., Xie, X., Wei, B. Range image registration using hierarchical segmentation and clustering 15 18
  76. Hannuna, S., Xie, X., Mirmehdi, M., Campbell, N., Xie, X. Generic motion based object segmentation for assisted navigation 1 8
  77. Pla, F., Gracia, G., García-Sevilla, P., Mirmehdi, M., Xie, X. Multi-spectral Texture Characterisation for Remote Sensing Image Segmentation Pattern Recognition and Image Analysis 5524 257
  78. Yeo, S., Sazonov, I., Xie, X., Nithiarasu, P., Xie, X. Level set based automatic segmentation of human aorta 242 245
  79. Yeo, S., Xie, X., Sazonov, I., Nithiarasu, P., Xie, X. Segmentation of human upper airway using a level set based deformable model 174 178
  80. Yeo, S., Xie, X., Sazonov, I., Nithiarasu, P. Geometric Potential Force for the Deformable Model 99.1
  81. Xie, X., Xie, X. Textured image segmentation based on local spectral histogram and active contour 217 225
  82. Xie, X., Xie, X. Mammographic image segmentation using edge based deformable contour models 238 241
  83. Chiverton, J., Xie, X., Mirmehdi, M., Xie, X. Probabilistic sequential segmentation and simultaneous on-line shape learning of multi-dimensional medical imaging data 1 10
  84. Yang, R., Mirmehdi, M., Xie, X., Hall, D., Xie, X. Shape and appearance based spatiotemporal constraint for LV segmentation in 4D cardiac SPECT 1 10
  85. Chiverton, J., Mirmehdi, M., Xie, X., Xie, X. On-line learning of shape information for object segmentation and tracking 1 11
  86. Xie, X., Nithiarasu, P., Sazonov, I., Yeo, S., Xie, X. Extracting anatomical structures from 2D and 3D medical data using a robust deformable model 1
  87. Sazonov, I., Ashraf, S., Luckraz, H., Nithiarasu, P., Saksono, P., Loon, R., Xie, X., Yeo, S., Xie, X. Patient-specific numerical simulation of blood flow in an aortic aneurysm 1
  88. Chiverton, J., Mirmehdi, M., Xie, X., Xie, X. Variational logistic maximum a posteriori model similarity and dissimilarity matching 1 4
  89. Chiverton, J., Xie, X., Mirmehdi, M., Xie, X. Tracking with active contours using dynamically updated shape information 1 11
  90. Chiverton, J., Mirmehdi, M., Xie, X., Xie, X. Variational maximum a posteriori model similarity and dissimilarity matching
  91. Xie, X., Mirmehdi, M., Xie, X. Implicit Active Model using Radial Basis Function Interpolated Level Sets 107.1 107.10
  92. Xie, X. A Charged Active Contour based on Electrostatics International Conference on Advanced Concepts for Intelligent Vision Systems 173
  93. Xie, X., Mirmehdi, M. Magnetostatic Field for the Active Contour Model: A Study in Convergence Proceedings of the 17th British Machine Vision Conference 127 136
  94. Xie, X., Mirmehdi, M. Localising Surface Defects in Random Colour Textures using Multiscale Texem Analysis in Image Eigenchannels IEEE International Conference on Image Processing 3 1124 1127
  95. Xie, X., Mirmehdi, M. Texture Exemplars for Defect Detection on Random Textures International Conference on Advances in Pattern Recognition 404 413
  96. Xie, X., Mirmehdi, M., Maw, R., Hall, A. Detecting Abnormalities in Tympanic Membrane Images Medical Image Understanding and Analysis 19 22
  97. Xie, X., Mirmehdi, M., Thomas, B. Inspecting Colour Tonality on Textured Surfaces International Conference on Image Analysis and Recognition 810 817
  98. Xie, X., Mirmehdi, M. Geodesic Colour Active Contour Resistent to Weak Edges and Noise 14th British Machine Vision Conference 399 408
  99. Xie, X., Mirmehdi, . Level-Set Based Geometric Colour Snake with Region Support IEEE International Conference on Image Processing 2 153 156

Other Research Outputs

  1. Wang, T., George, D., Lai, Y., Xie, X., Tam, G. Consistent Segment-wise Matching with Multi-Layer Graphs (CGVC2018 Poster) International Conference on Geometric Modeling and Processing