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Number of items: 48.


Han, X; Yu, J; Xue, JH; Sun, W; (2019) Spectral Super-resolution for RGB Images using Class-based BP Neural Networks. In: (Proceedings) 2018 Digital Image Computing: Techniques and Applications (DICTA). IEEE Green open access

Hou, J; Wang, G; Chen, X; Xue, JH; Zhu, R; Yang, H; (2019) Spatial-temporal attention res-TCN for skeleton-based dynamic hand gesture recognition. In: Leal-Taixé, L and Roth, S, (eds.) Computer Vision – ECCV 2018 Workshops. (pp. pp. 273-286). Springer Nature: Cham, Switzerland.

Yang, W; Ji, W; Xue, JH; Ren, Y; Liao, Q; (2019) A hybrid finger identification pattern using Polarized depth-Weighted Binary Direction Coding. Neurocomputing , 325 pp. 260-268. 10.1016/j.neucom.2018.10.042. (In press).

Zhu, R; Dong, M; Xue, JH; (2019) Learning distance to subspace for the nearest subspace methods in high-dimensional data classification. Information Sciences , 481 pp. 69-80. 10.1016/j.ins.2018.12.061.


Sun, W; Liao, Q; Xue, JH; Zhou, F; (2018) SPSIM: A Superpixel-Based Similarity Index for Full-Reference Image Quality Assessment. IEEE Transactions on Image Processing , 27 (9) pp. 4232-4244. 10.1109/TIP.2018.2837341. Green open access

Wang, Z; Hu, H; Zhang, L; Xue, J-H; (2018) Discriminatively guided filtering (DGF) for hyperspectral image classification. Neurocomputing , 275 pp. 1981-1987. 10.1016/j.neucom.2017.10.046. Green open access

Wang, Z; Xue, J-H; (2018) Matched shrunken subspace detectors for hyperspectral target detection. Neurocomputing , 272 pp. 226-236. 10.1016/j.neucom.2017.06.068. Green open access

Wang, Z; Zhu, R; Fukui, K; Xue, J-H; (2018) Cone-based Joint Sparse Modelling for Hyperspectral Image Classification. Signal Processing , 144 pp. 417-429. 10.1016/j.sigpro.2017.11.001. Green open access

Xie, J; Guo, J; Ma, Z; Xue, JH; Sun, Q; Li, H; Guo, J; (2018) SEA: A Combined Model for Heat Demand Prediction. In: Proceedings of 2018 International Conference on Network Infrastructure and Digital Content (IC-NIDC). (pp. pp. 71-75). IEEE: Guiyang, China. Green open access

Xie, J; Ma, Z; Zhang, G; Xue, J-H; Chien, J-T; Lin, Z; Guo, J; (2018) Balson: Bayesian least squares optimization with nonnegative L1-Norm constraint. In: Pustelnik, N and Ma, Z and Tan, ZH and Larsen, J, (eds.) 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP). IEEE Green open access

Zeng, Z; Yang, W; Sun, W; Xue, JH; Liao, Q; (2018) No-reference image quality assessment for photographic images based on robust statistics. Neurocomputing 10.1016/j.neucom.2018.06.042. (In press).

Zhu, F; Ma, Z; Li, X; Chen, G; Chien, JT; Xue, JH; Guo, J; (2018) Image-text dual neural network with decision strategy for small-sample image classification. Neurocomputing 10.1016/j.neucom.2018.02.099. (In press).

Zhu, R; Wang, Z; Ma, Z; Wang, G; Xue, JH; (2018) LRID: A new metric of multi-class imbalance degree based on likelihood-ratio test. Pattern Recognition Letters , 116 pp. 36-42. 10.1016/j.patrec.2018.09.012.

Zhu, R; Zhou, F; Xue, J-H; (2018) MvSSIM: A Quality Assessment Index for Hyperspectral Images. Neurocomputing , 272 pp. 250-257. 10.1016/j.neucom.2017.06.073. Green open access

Zhu, R; Zhou, F; Yang, W; Xue, J-H; (2018) On Hypothesis Testing for Comparing Image Quality Assessment Metrics. IEEE Signal Processing Magazine , 35 (4) pp. 133-136. 10.1109/MSP.2018.2829209. Green open access


Dong, M; Pang, K; Wu, Y; Xue, J-H; Hospedales, T; Ogasawara, T; (2017) Transferring CNNS to multi-instance multi-label classification on small datasets. In: (Proceedings) 24th IEEE International Conference on Image Processing (ICIP). (pp. pp. 1332-1336). IEEE Green open access

Lapuyade-Lahorgue, J; Xue, J-H; Ruan, S; (2017) Segmenting Multi-Source Images Using Hidden Markov Fields With Copula-Based Multivariate Statistical Distributions. IEEE Transactions on Image Processing , 26 (7) pp. 3187-3195. 10.1109/TIP.2017.2685345. Green open access

Wang, Z; Liu, J; Xue, J-H; (2017) Joint sparse model-based discriminative K-SVD for hyperspectral image classification. Signal Processing , 133 (C) pp. 144-155. 10.1016/j.sigpro.2016.10.022. Green open access

Wang, Z; Xue, J-H; (2017) The matched subspace detector with interaction effects. Pattern Recognition , 68 (C) pp. 24-37. 10.1016/j.patcog.2017.03.002. Green open access

Wang, Z; Zhu, R; Fukui, K; Xue, J-H; (2017) Matched Shrunken Cone Detector (MSCD): Bayesian Derivations and Case Studies for Hyperspectral Target Detection. IEEE Transactions on Image Processing , 26 (11) pp. 5447-5461. 10.1109/TIP.2017.2740621. Green open access

Zhu, R; Fukui, K; Xue, J-H; (2017) Building a discriminatively ordered subspace on the generating matrix to classify high-dimensional spectral data. Information Sciences , 382-38 pp. 1-14. 10.1016/j.ins.2016.12.001. Green open access

Zhu, R; Xue, J-H; (2017) On the orthogonal distance to class subspaces for high-dimensional data classification. Information Sciences , 417 pp. 262-273. 10.1016/j.ins.2017.07.019. Green open access


Chen, H; Wang, G; Xue, J-H; He, L; (2016) A Novel Hierarchical Framework for Human Action Recognition. Pattern Recognition , 55 pp. 148-159. 10.1016/j.patcog.2016.01.020. Green open access

Guo, Y; Ding, X; Liu, C; Xue, J-H; (2016) Sufficient Canonical Correlation Analysis. IEEE Transactions on Image Processing , 25 (6) pp. 2610-2619. 10.1109/TIP.2016.2551374. Green open access

He, L; Wang, G; Liao, Q; Xue, J-H; (2016) Latent variable pictorial structure for human pose estimation on depth images. Neurocomputing , 203 pp. 52-61. 10.1016/j.neucom.2016.04.009. Green open access

Jiang, W; Xue, J-H; Yu, W; (2016) What is the probability of replicating a statistically significant association in genome-wide association studies? Briefings in Bioinformatics , 18 (6) pp. 928-939. 10.1093/bib/bbw091. Green open access

Liang, Y; Ding, X; Liu, C; Xue, J-H; (2016) Combining multiple biometric traits with an order-preserving score fusion algorithm. Neurocomputing , 171 pp. 252-261. 10.1016/j.neucom.2015.06.039. Green open access

Ma, Z; Xue, J-H; Leijon, A; Tan, Z-H; Yang, Z; Guo, J; (2016) Decorrelation of Neutral Vector Variables: Theory and Applications. IEEE Transactions on Neural Networks and Learning Systems 10.1109/TNNLS.2016.2616445. (In press). Green open access

Suryanto, CH; Xue, J-H; Fukui, K; (2016) Randomized time warping for motion recognition. Image and Vision Computing , 54 pp. 1-11. 10.1016/j.imavis.2016.07.003. Green open access

Wang, M; Yu, J; Xue, J-H; Sun, W; (2016) Denoising of Hyperspectral Images Using Group Low-Rank Representation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , 9 (9) pp. 4420-4427. 10.1109/JSTARS.2016.2531178. Green open access


Xue, J; Hall, P; (2015) Why Does Rebalancing Class-unbalanced Data Improve AUC for Linear Discriminant Analysis? IEEE Transactions on Pattern Analysis and Machine Intelligence , 37 (5) pp. 1109-1112. 10.1109/TPAMI.2014.2359660. Green open access

Zhu, R; Dong, M; Xue, J; (2015) Spectral Non-local Restoration of Hyperspectral Images with Low-rank Property. Journal of Selected Topics in Applied Earth Observations and Remote Sensing , 8 (6) 3062 -3067. 10.1109/JSTARS.2014.2370062. Green open access


Hall, P; Xue, J-H; (2014) On selecting interacting features from high-dimensional data. Computational Statistics & Data Analysis , 71 pp. 694-708. 10.1016/j.csda.2012.10.010. Green open access


Hall, P; Xia, Y; Xue, J-H; (2013) Simple tiered classifiers. BIOMETRIKA , 100 (2) pp. 431-445. 10.1093/biomet/ass086.


Xue, J-H; Zhang, Y-J; (2012) Ridler and Calvard's, Kittler and Illingworth's and Otsu's methods for image thresholding. PATTERN RECOGNITION LETTERS , 33 (6) pp. 793-797. 10.1016/j.patrec.2012.01.002.


Xue, JH; Titterington, DM; (2011) Median-based image thresholding. IMAGE VISION COMPUT , 29 (9) 631 - 637. 10.1016/j.imavis.2011.06.003.

Xue, JH; Titterington, DM; (2011) The p-folded cumulative distribution function and the mean absolute deviation from the p-quantile. Statistics & Probability Letters , 81 (8) 1179 - 1182. 10.1016/j.spl.2011.03.014. Green open access

Xue, JH; Titterington, DM; (2011) t-Tests, F-Tests and Otsu's Methods for Image Thresholding. IEEE T IMAGE PROCESS , 20 (8) 2392 - 2396. 10.1109/TIP.2011.2114358.


Hall, P; Xue, JH; (2010) Incorporating prior probabilities into high-dimensional classifiers. BIOMETRIKA , 97 (1) 31 - 48. 10.1093/biomet/asp081.

Xue, JH; Titterington, DM; (2010) Joint discriminative-generative modelling based on statistical tests for classification. PATTERN RECOGN LETT , 31 (9) 1048 - 1055. 10.1016/j.patrec.2010.01.015.

Xue, JH; Titterington, DM; (2010) On the generative-discriminative tradeoff approach: Interpretation, asymptotic efficiency and classification performance. COMPUT STAT DATA AN , 54 (2) 438 - 451. 10.1016/j.csda.2009.09.011.


Hall, P; Titterington, DM; Xue, JH; (2009) Median-Based Classifiers for High-Dimensional Data. J AM STAT ASSOC , 104 (488) 1597 - 1608. 10.1198/jasa.2009.tm08107.

Hall, P; Titterington, DM; Xue, JH; (2009) Tilting methods for assessing the influence of components in a classifier. J ROY STAT SOC B , 71 783 - 803.

Xue, JH; Titterington, DM; (2009) Interpretation of hybrid generative/discriminative algorithms. NEUROCOMPUTING , 72 (7-9) 1648 - 1655. 10.1016/j.neucom.2008.08.009.


Bickel, P; Buhlmann, P; Yao, QW; Samworth, R; Hall, P; Titterington, DM; Xue, JH; ... Zou, H; + view all (2008) Sure independence screening for ultrahigh dimensional feature space Discussion. J ROY STAT SOC B , 70 883 - 911.

Xue, JH; Titterington, DM; (2008) Comment on "On Discriminative vs. Generative Classifiers: A Comparison of Logistic Regression and Naive Bayes". NEURAL PROCESS LETT , 28 (3) 169 - 187. 10.1007/s11063-008-9088-7.

Xue, JH; Titterington, DM; (2008) Short note on two output-dependent hidden Markov models. PATTERN RECOGN LETT , 29 (9) 1424 - 1426. 10.1016/j.patrec.2008.02.018.

Xue, JH; Titterington, DM; (2008) Do unbalanced data have a negative effect on LDA? PATTERN RECOGN , 41 (5) 1558 - 1571. 10.1016/j.patcog.2007.11.008.

This list was generated on Sun Apr 21 15:25:44 2019 BST.