Projects per year
Personal profile
Chinese Name
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Hyperspectral Image Restoration, Unmixing, and Classification by Low-Rank Tensor Recovery, Nonlocal Self-Similarity, and Deep Priors
NG, K. P. (PI), Gao, L. (PI), Zhuang, L. (CoI), Wu, J. (CoI), Wu, H. (CoI), Wu, Y. (CoI), Sun, X. (CoI) & Zhao, B. (CoI)
1/01/22 → 31/12/25
Project: Research project
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Deep Learning-Based Trading System for Energy-Relevant Financial Products
NG, K. P. (PI)
Project: Research project
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Deep Learning-Based Trading System for Energy-Relevant Financial Products
NG, K. P. (PI)
Project: Research project
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Deep Learning-Based Trading System for Energy-Relevant Financial Products
NG, K. P. (PI)
Project: Research project
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Deep Learning-Based Trading System for Energy-Relevant Financial Products
NG, K. P. (PI)
Project: Research project
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Adaptive sampling with tensor leverage scores for exact low-rank third-order tensor completion
Chen, X., Jiang, T. X., Hu, Y., Yu, J. & Ng, M. K., Feb 2025, In: Applied Mathematical Modelling. 138, 115744.Research output: Contribution to journal › Journal article › peer-review
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A New Cross-Space Total Variation Regularization Model for Color Image Restoration with Quaternion Blur Operator
Jia, Z., Xiang, Y., Zhao, M., Wu, T. & Ng, M. K., 29 Jan 2025, (E-pub ahead of print) In: IEEE Transactions on Image Processing. 34, p. 995-1008 14 p.Research output: Contribution to journal › Journal article › peer-review
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Bilateral Tensor Low-Rank Representation for Insufficient Observed Samples in Multidimensional Image Clustering and Recovery
Ding, M., Zhao, X. L., Yang, J. H., Zhou, Z. & Ng, M. K., Mar 2025, In: SIAM Journal on Imaging Sciences. 18, 1, p. 20-59 40 p.Research output: Contribution to journal › Journal article › peer-review
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Curvature-Guided Color Image Restoration by Saturation-Value Total Variation
Wang, W., Wang, J. & Ng, M. K., Jan 2025, In: Journal of Mathematical Imaging and Vision. 67, 1, 26 p., 2.Research output: Contribution to journal › Journal article › peer-review
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Fully-connected tensor network decomposition and group sparsity for multitemporal images cloud removal
Tu, Z., Lu, J., Zhu, H., Hu, W., Jiang, Q. & Ng, M. K., Feb 2025, In: Inverse Problems and Imaging. 19, 1, p. 59-86 28 p.Research output: Contribution to journal › Journal article › peer-review