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Zhu, R. ORCID: 0000-0002-9944-0369, Zhou, F., Yang, W. & Jing-Hao, X. (2023).
Statistical hypothesis testing as a novel perspective of pooling for image quality assessment.
Signal Processing: Image Communication, 114,
116942.
doi: 10.1016/j.image.2023.116942
Liu, X., Song, Q., Wu, J. , Zhu, R. ORCID: 0000-0002-9944-0369, Ma, Z. & Xue, J. (2023).
Locally-Enriched Cross-Reconstruction for Few-Shot Fine-Grained Image Classification.
IEEE Transactions on Circuits and Systems for Video Technology,
doi: 10.1109/TCSVT.2023.3275382
Li, X., Li, Y., Zheng, Y. , Zhu, R. ORCID: 0000-0002-9944-0369, Ma, Z., Xue, J-H. & Cao, J. (2023).
ReNAP: Relation network with adaptiveprototypical learning for few-shot classification.
Neurocomputing, 520,
pp. 356-364.
doi: 10.1016/j.neucom.2022.11.082
Tsanakas, A. ORCID: 0000-0003-4552-5532 & Zhu, R.
ORCID: 0000-0002-9944-0369 (2022).
Selecting bivariate copula models using image recognition.
Astin Bulletin, 52(3),
pp. 707-734.
doi: 10.1017/asb.2022.12
Wang, Z., Liu, Y., Zhu, R. ORCID: 0000-0002-9944-0369 , Yang, W. & Liao, Q. (2022).
Lightweight Single Image Super-Resolution With Similar Feature Fusion Block.
IEEE ACCESS, 10,
doi: 10.1109/ACCESS.2022.3158936
Tsanakas, A. ORCID: 0000-0003-4552-5532 & Zhu, R.
ORCID: 0000-0002-9944-0369 (2021).
Copula model selection using image recognition.
.
Lu, X., Qiao, Y., Zhu, R. ORCID: 0000-0002-9944-0369 , Wang, G., Ma, Z. & Xue, J-H. (2021).
Generalisations of stochastic supervision models.
Pattern Recognition, 109,
107575.
doi: 10.1016/j.patcog.2020.107575
Sogi, N., Zhu, R. ORCID: 0000-0002-9944-0369, Xue, J-H. & Fukui, K. (2021).
Constrained mutual convex cone method for image set based recognition.
Pattern Recognition, 121,
108190.
doi: 10.1016/j.patcog.2021.108190
Zhu, R. ORCID: 0000-0002-9944-0369 & Wüthrich, M. V. (2020).
Clustering driving styles via image processing.
Annals of Actuarial Science,
doi: 10.1017/S1748499520000317
Zhu, R. ORCID: 0000-0002-9944-0369, Guo, Y. & Xue, J-H. (2020).
Adjusting the imbalance ratio by the dimensionality of imbalanced data.
Pattern Recognition Letters, 133,
pp. 217-223.
doi: 10.1016/j.patrec.2020.03.004
Zhu, R. ORCID: 0000-0002-9944-0369, 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,
doi: 10.1109/TNNLS.2019.2946967
Zhu, R. ORCID: 0000-0002-9944-0369, Dong, M. & Xue, J-H. (2018).
Learning distance to subspace for the nearest subspace methods in high-dimensional data classification.
Information Sciences, 481,
pp. 69-80.
doi: 10.1016/j.ins.2018.12.061
Zhu, R. ORCID: 0000-0002-9944-0369, Zhou, F., Yang, W. & Xue, J-H. (2018).
On Hypothesis Testing for Comparing Image Quality Assessment Metrics [Tips & Tricks].
IEEE Signal Processing Magazine, 35(4),
pp. 133-136.
doi: 10.1109/MSP.2018.2829209
Wang, Z., Zhu, R. ORCID: 0000-0002-9944-0369, Fukui, K. & Xue, J-H. (2018).
Cone-based joint sparse modelling for hyperspectral image classification.
Signal Processing, 144,
pp. 417-429.
doi: 10.1016/j.sigpro.2017.11.001
Zhu, R. ORCID: 0000-0002-9944-0369, Zhou, F. & Xue, J-H. (2018).
MvSSIM: A quality assessment index for hyperspectral images.
Neurocomputing, 272,
pp. 250-257.
doi: 10.1016/j.neucom.2017.06.073
Zhu, R. ORCID: 0000-0002-9944-0369 & Xue, J-H. (2017).
On the orthogonal distance to class subspaces for high-dimensional data classification.
Information Sciences, 417,
pp. 262-273.
doi: 10.1016/j.ins.2017.07.019
Wang, Z., Zhu, R. ORCID: 0000-0002-9944-0369, 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.
doi: 10.1109/TIP.2017.2740621
Zhu, R. ORCID: 0000-0002-9944-0369, Fukui, K. & Xue, J-H. (2017).
Building a discriminatively ordered subspace on the generating matrix to classify high-dimensional spectral data.
Information Sciences, 382,
pp. 1-14.
doi: 10.1016/j.ins.2016.12.001
Zhu, R. ORCID: 0000-0002-9944-0369, Dong, M. & Xue, J-H. (2014).
Spectral non-local restoration of hyperspectral images with low-rank property.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8(6),
pp. 3062-3067.
doi: 10.1109/JSTARS.2014.2370062