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Article

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
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Dong, M; Wang, Y; Yang, X; Xue, J-H; (2019) Learning Local Metrics and Influential Regions for Classification. IEEE Transactions on Pattern Analysis and Machine Intelligence 10.1109/tpami.2019.2914899. (In press). Green open access
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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
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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
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Han, X; Yu, J; Xue, J-H; Sun, W; (2020) Hyperspectral and Multispectral Image Fusion using Optimized Twin Dictionaries. IEEE Transactions on Image Processing 10.1109/tip.2020.2968773. (In press). Green open access
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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
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Huang, J; Gómez-Dans, JL; Huang, H; Ma, H; Wu, Q; Lewis, PE; Liang, S; ... Xie, X; + view all (2019) Assimilation of remote sensing into crop growth models: Current status and perspectives. Agricultural and Forest Meteorology , 276 , Article 107609. 10.1016/j.agrformet.2019.06.008. (In press). Green open access
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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
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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
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Li, X; Li, X; Chang, D; Ma, Z; Tan, Z-H; Xue, J-H; Cao, J; ... Guo, J; + view all (2020) OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer. IEEE Transactions on Image Processing 10.1109/tip.2020.2990277. (In press). Green open access
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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
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Ma, Z; Lu, X; Xie, J; Yang, Z; Xue, J-H; Tan, Z-H; Xiao, B; (2020) On the Comparisons of Decorrelation Approaches for Non-Gaussian Neutral Vector Variables. IEEE Transactions on Neural Networks and Learning Systems 10.1109/tnnls.2020.2978858. (In press). Green open access
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Ma, Z; Xie, J; Lai, Y; Taghia, J; Xue, J-H; 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 10.1109/tnnls.2019.2899613. Green open access
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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
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Mao, L; Yan, Y; Xue, J-H; Wang, H; (2020) Deep Multi-task Multi-label CNN for Effective Facial Attribute Classification. IEEE Transactions on Affective Computing 10.1109/taffc.2020.2969189. (In press). Green open access
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Souza, LS; Gatto, BB; Xue, J-H; Fukui, K; (2020) Enhanced Grassmann discriminant analysis with randomized time warping for motion recognition. Pattern Recognition , 97 , Article 107028. 10.1016/j.patcog.2019.107028. (In press).

Sun, J; Yang, W; Xue, J-H; Liao, Q; (2020) An Equalized Margin Loss for Face Recognition. IEEE Transactions on Multimedia 10.1109/tmm.2020.2966863. (In press). Green open access
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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
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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
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Wang, G; Zhang, C; Chen, X; Ji, X; Xue, J-H; Wang, H; (2020) Bi-Stream Pose-Guided Region Ensemble Network for Fingertip Localization From Stereo Images. IEEE Transactions on Neural Networks and Learning Systems 10.1109/tnnls.2020.2964037. (In press). Green open access
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Yang, W; Hui, C; Chen, Z; Xue, J-H; Liao, Q; (2019) FV-GAN: Finger Vein Representation Using Generative Adversarial Networks. IEEE Transactions on Information Forensics and Security , 14 (9) pp. 2512-2524. 10.1109/TIFS.2019.2902819. Green open access
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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. Green open access
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Yang, W; Sun, J; Gao, R; Xue, J-H; Liao, Q; (2019) Inter-class angular margin loss for face recognition. Signal Processing: Image Communication , Article 115636. 10.1016/j.image.2019.115636. (In press).

Yang, W; Zhang, X; Tian, Y; Wang, W; Xue, J-H; Liao, Q; (2019) Deep Learning for Single Image Super-Resolution: A Brief Review. IEEE Transactions on Multimedia 10.1109/tmm.2019.2919431. (In press). Green open access
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Yang, W; Zhang, X; Tian, Y; Wang, W; Xue, J-H; Liao, Q; (2019) LCSCNet: Linear Compressing Based Skip-Connecting Network for Image Super-Resolution. IEEE Transactions on Image Processing 10.1109/tip.2019.2940679. Green open access
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Yang, W; Zhou, F; Zhu, R; Fukui, K; Wang, G; Xue, JH; (2020) Deep learning for image super-resolution. [Editorial comment]. Neurocomputing 10.1016/j.neucom.2019.09.091. (In press).

Yang, X; Zhang, L; Gao, L; Xue, J-H; (2019) MSDH: Matched Subspace Detector with Heterogeneous Noise. Pattern Recognition Letters 10.1016/j.patrec.2019.07.014.

Zeng, Z; Yang, W; Sun, W; Xue, JH; Liao, Q; (2018) No-reference image quality assessment for photographic images based on robust statistics. Neurocomputing , 313 pp. 111-118. 10.1016/j.neucom.2018.06.042. Green open access
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Zhang, M; Su, W; Fu, Y; Zhu, D; Xue, J-H; Huang, J; Wang, W; ... Yao, C; + view all (2019) Super-resolution enhancement of Sentinel-2 image for retrieving LAI and chlorophyll content of summer corn. European Journal of Agronomy , 111 , Article 125938. 10.1016/j.eja.2019.125938.

Zhang, Y; Lu, Z; Ma, D; Xue, J-H; Liao, Q; (2020) Ripple-GAN: Lane line detection with Ripple Lane Line Detection Network and Wasserstein GAN. IEEE Transactions on Intelligent Transportation Systems 10.1109/TITS.2020.2971728. (In press).

Zhou, F; Yang, W; Gao, X; Liu, H; Zhu, R; Xue, J-H; (2019) Special Issue on Advances in Statistical Methods-based Visual Quality Assessment. Signal Processing: Image Communication , Article 115695. 10.1016/j.image.2019.115695. (In press).

Zhu, F; Ma, Z; Li, X; Chen, G; Chien, JT; Xue, JH; Guo, J; (2019) Image-text dual neural network with decision strategy for small-sample image classification. Neurocomputing , 328 pp. 182-188. 10.1016/j.neucom.2018.02.099. Green open access
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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
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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. Green open access
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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
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Zhu, R; Guo, Y; Xue, J-H; (2020) Adjusting the imbalance ratio by the dimensionality of imbalanced data. Pattern Recognition Letters 10.1016/j.patrec.2020.03.004.

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. Green open access
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Zhu, R; Wang, Z; Sogi, N; Fukui, K; Xue, J-H; (2019) A Novel Separating Hyperplane Classification Framework to Unify Nearest-Class-Model Methods for High-Dimensional Data. IEEE Transactions on Neural Networks and Learning Systems 10.1109/tnnls.2019.2946967. (In press). Green open access
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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
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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
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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
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Proceedings paper

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
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Du, C; Lu, Z; Xue, JH; Liao, Q; (2019) A new approach to robust fundamental matrix estimation using an analytic objective function and adjusted gradient projection. In: Proceedings of the Eleventh International Conference on Digital Image Processing (ICDIP 2019). SPIE Green open access
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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
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Hou, G; Yang, Y; Xue, J-H; (2019) Residual Dilated Network with Attention for Image Blind Denoising. In: Karam, Lina J and Mei, Tao and Wu, Feng, (eds.) Proceedings of the 2019 IEEE International Conference on Multimedia and Expo (ICME). IEEE Xplore: New York, USA. Green open access
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Hou, J; Wang, G; Chen, X; Xue, JH; Zhu, R; Yang, H; (2018) 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. Green open access
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Sun, Z; Lu, Z; Xue, J-H; Liao, Q; (2019) A New Object Scene Flow Algorithm Based on Support Points Selection and Robust Moving Object Proposal. In: Karam, Lina J and Mei, Tao and Wu, Feng, (eds.) Proceedings of the 2019 IEEE International Conference on Multimedia and Expo (ICME). IEEE Xplore Green open access
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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
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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
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Xie, J; Ma, Z; Zhang, G; Xue, J-H; Tan, Z-H; Guo, J; (2019) Soft Dropout And Its Variational Bayes Approximation. In: Proceedings of the 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP). IEEE Green open access
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Yuan, B; Lu, Z; Xue, J-H; Liao, Q; (2019) A New Approach to Automatic Clothing Matting from Mannequins. In: Karam, Lina J and Mei, Tao and Wu, Feng, (eds.) Proceedings of the IEEE International Conference on Multimedia and Expo (ICME) 2019. IEEE: New York, USA. Green open access
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Zhang, Y; Lu, Z; Xue, J-H; Liao, Q; (2019) A New Rotation-Invariant Deep Network for 3D Object Recognition. In: Karam, Lina J and Mei, Tao and Wu, Feng, (eds.) Proceedings of the 2019 IEEE International Conference on Multimedia and Expo (ICME). IEEE Green open access
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This list was generated on Mon May 18 12:54:46 2020 BST.