Publications

Journal Articles

  1. 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
  2. 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
  3. Edwards, M., Deng, J., Xie, X. From pose to activity: Surveying datasets and introducing CONVERSE Computer Vision and Image Understanding 144 73 105
  4. 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

Book Chapters

  1. 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
  2. Deng, J., Xie, X., Daubney, B., Fang, H., Grant, P. Recognizing Conversational Interaction Based on 3D Human Pose (Ed.), Advanced Concepts for Intelligent Vision Systems 149

Conference Contributions

  1. Tsang, G., Deng, J., Xie, X. Recurrent Neural Networks for Financial Time-Series Modelling 892 897
  2. 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
  3. 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
  4. Deng, J., Xie, X. Detect face in the wild using CNN cascade with feature aggregation at multi-resolution 4167 4171
  5. Ravenscroft, D., Deng, J., Xie, X., Terry, L., Margrain, T., North, R., Wood, A. AMD Classification in Choroidal OCT Using Hierarchical Texton Mining Advanced Concepts for Intelligent Vision Systems 10617 248
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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