Dr Jing-Hao Xue (J.-H. Xue)
Department of Statistical Science,
University College London,
London, WC1E 6BT, UK; jinghao.xue -aT- ucl.ac.uk
- Open Positions
- Call for Papers
Neurocomputing Special Issue on "Deep Learning for Image Super-Resolution," Guest Editors: Wenming Yang (Tsinghua University, China), Fei Zhou (Tsinghua University, China), Rui Zhu (University of Kent, UK), Kazuhiro Fukui (Tsukuba University, Japan), Guijin Wang (Tsinghua University, China) and Jing-Hao Xue (University College London, UK). Submission Deadline: August 31, 2018.
IEEE Transactions on Neural Networks and Learning Systems Special Issue on "Recent Advances in Theory, Methodology and Applications of Imbalanced Learning," Guest Editors: Jing-Hao Xue (University College London, UK), Zhanyu Ma (Beijing University of Posts and Telecommunications, China), Manuel Roveri (Politecnico di Milano, Italy) and Nathalie Japkowicz (American University, USA). Submission Deadline: June 30, 2018.
Signal Processing: Image Communication Special Issue on "Advances in Statistical Methods-based Visual Quality Assessment," Guest Editors: Fei Zhou (Tsinghua University, China), Wenming Yang (Tsinghua University, China), Hantao Liu (Cardiff University, UK), Rui Zhu (University of Kent, UK), Xinbo Gao (Xidian University, China) and Jing-Hao Xue (University College London, UK). Submission Deadline: May 31, 2018.
- Research Interests
- Statistical machine learning
- Multivariate and high-dimensional data analysis
- Statistical pattern recognition and image analysis
- Journal Publications
Yang, X., Zhang, L., Gao, L. and Xue, J.-H. (2019)
MSDH: Matched subspace detector with heterogeneous noise.
Pattern Recognition Letters.
Huang, J., Gomez-Dans, J.L., Huang, H., Ma, H., Wu, Q., Lewis, P.E., Liang, S., Chen, Z., Xue, J.-H., Wu, Y., Zhao, F., Wang, J. and Xie, X. (2019)
Assimilation of remote sensing into crop growth models: Current status and perspectives.
Agricultural and Forest Meteorology, 276-277, 107609.
Dong, M., Wang, Y., Yang, X. and Xue, J.-H. (2019)
Learning local metrics and influential regions for classification.
IEEE Transactions on Pattern Analysis and Machine Intelligence.
Yang, W., Zhang, X., Tian, Y., Wang, W., Xue, J.-H. and Liao, Q. (2019)
Deep learning for single image super-resolution: A brief review.
IEEE Transactions on Multimedia.
Yang, W., Hui, C., Chen, Z., Xue, J.-H. and Liao, Q. (2019)
FV-GAN: Finger vein representation using generative adversarial networks.
IEEE Transactions on Information Forensics and Security, 14(9), 2512-2524.
Ma, Z., Xie, J., Lai, Y., Taghia, J., Xue, J.-H. and Guo, J. (2019)
Insights into multiple/single lower bound approximation for extended variational inference in non-Gaussian structured data modeling.
IEEE Transactions on Neural Networks and Learning Systems.
Zhu, R., Dong, M. and Xue, J.-H. (2019)
Learning distance to subspace for the nearest subspace methods in high-dimensional data classification.
Information Sciences, 481, 69-80.
Zhu, F., Ma, Z., Li, X., Chen, G., Chien, J.-T., Xue, J.-H. and Guo, J. (2019)
Image-text dual neural network with decision strategy for small-sample image classification.
Neurocomputing, 328, 182-188.
Yang, W., Ji, W., Xue, J.-H., Ren, Y. and Liao, Q. (2019)
A hybrid finger identification pattern using polarized depth-weighted binary direction coding.
Neurocomputing, 325, 260-268.
Past Journal Publications (2008-2018)