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Michael K. Ng

Active 1975–2026

578
Papers
24,889
Citations
82
h-index
353
i10-index

Citations

Citations per year for Michael K. Ng1960: 1 citations1981: 1 citations1983: 1 citations1984: 3 citations1985: 2 citations1988: 3 citations1990: 3 citations1992: 1 citations1993: 1 citations1995: 9 citations1996: 9 citations1997: 6 citations1998: 15 citations1999: 31 citations2000: 36 citations2001: 39 citations2002: 51 citations2003: 95 citations2004: 140 citations2005: 122 citations2006: 182 citations2007: 249 citations2008: 238 citations2009: 379 citations2010: 386 citations2011: 476 citations2012: 426 citations2013: 650 citations2014: 679 citations2015: 763 citations2016: 792 citations2017: 892 citations2018: 883 citations2019: 1,115 citations2020: 1,073 citations2021: 1,183 citations2022: 1,248 citations2023: 1,354 citations2024: 1,277 citations2025: 1,076 citations2026: 336 citations2027: 13 citations1961–1980: no citations, so these years are not shown1982: no citations, so this year is not shown1986–1987: no citations, so these years are not shown1989: no citations, so this year is not shown1991: no citations, so this year is not shown1994: no citations, so this year is not shown

Citation sources

Countries

World map of the countries and regions citing this authorChina: 6,300 citing papers, 42.3% of this breakdownUnited States: 1,614 citing papers, 10.9% of this breakdownHong Kong: 997 citing papers, 6.7% of this breakdownIndia: 448 citing papers, 3% of this breakdownUnited Kingdom: 409 citing papers, 2.8% of this breakdownFrance: 397 citing papers, 2.7% of this breakdownItaly: 379 citing papers, 2.6% of this breakdownCanada: 362 citing papers, 2.4% of this breakdownAustralia: 326 citing papers, 2.2% of this breakdownJapan: 256 citing papers, 1.7% of this breakdownGermany: 243 citing papers, 1.6% of this breakdownMacao: 238 citing papers, 1.6% of this breakdown
0%42.3%Other 19.5%

Institutions

Fields

  • Computer Science57%
  • Engineering16.8%
  • Mathematics9.8%
  • Biochemistry, Genetics and Molecular Biology6.6%
  • Physics and Astronomy2.7%
  • Medicine2.4%
  • Other4.7%

Topics

  • Image and Signal Denoising Methods6.3%
  • Sparse and Compressive Sensing Techniques5.9%
  • Advanced Image Processing Techniques4.3%
  • Matrix Theory and Algorithms4.2%
  • Face and Expression Recognition3.1%
  • Advanced Clustering Algorithms Research2.9%
  • Other73.3%

Coauthors

All papers

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  1. Robust tensor completion using transformed tensor singular value decomposition

    Authors: Guang-Jing Song, Michael K. Ng, Xiongjun Zhang - Numerical Linear Algebra with Applications, Numer. Linear Algebra Appl. 2020 cited by 218

  2. Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion

    Authors: Tai-Xiang Jiang, Michael K. Ng, Xi-Le Zhao, Ting-Zhu Huang - IEEE Transactions on Image Processing, IEEE Trans. Image Process. 2020 cited by 176

  3. Automated Variable Weighting in k-Means Type Clustering

    Authors: Joshua Zhexue Huang, Michael K. Ng, Hongqiang Rong, Zichen Li - IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Trans. Pattern Anal. Mach. Intell. 2005 cited by 809

  4. Robust quaternion matrix completion with applications to image inpainting

    Authors: Zhigang Jia, Michael K. Ng, Guang-Jing Song - Numerical Linear Algebra with Applications, Numer. Linear Algebra Appl. 2019 cited by 149

  5. Hermitian and Skew-Hermitian Splitting Methods for Non-Hermitian Positive Definite Linear Systems

    Authors: Zhong-Zhi Bai, Michael K. Ng, Gene H. Golub - SIAM Journal on Matrix Analysis and Applications, Milestones in Matrix Computation 2003 cited by 1,028

  6. Non-Local Robust Quaternion Matrix Completion for Large-Scale Color Image and Video Inpainting

    Authors: Zhigang Jia, Qiyu Jin, Michael K. Ng, Xi-Le Zhao - IEEE Transactions on Image Processing, IEEE Trans. Image Process. 2022 cited by 113

  7. Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery

    Authors: Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yi Chang, Michael K. Ng, Chao Li - IEEE Transactions on Image Processing, IEEE Trans. Image Process. 2022 cited by 79

  8. Morphological Feature Visualization of Alzheimer's Disease via Multidirectional Perception GAN

    Authors: Wen Yu, Baiying Lei, Shuqiang Wang, Yong Liu, Zhiguang Feng, Yong Hu, Yanyan Shen, Michael K. Ng - IEEE Transactions on Neural Networks and Learning Systems, IEEE Trans. Neural Networks Learn. Syst. 2022 cited by 122

  9. Robust low-rank tensor completion via transformed tensor nuclear norm with total variation regularization

    Authors: Duo Qiu, Minru Bai, Michael K. Ng, Xiongjun Zhang - Neurocomputing 2021 cited by 82

  10. Control of Boolean networks: Hardness results and algorithms for tree structured networks

    Authors: Tatsuya Akutsu, Morihiro Hayashida, Wai‐Ki Ching, Michael K. Ng - Journal of Theoretical Biology 2006 cited by 575

  11. Analysis of Half-Quadratic Minimization Methods for Signal and Image Recovery

    Authors: Mila Nikolova, Michael K. Ng - SIAM Journal on Scientific Computing, SIAM J. Sci. Comput. 2005 cited by 474

  12. A Total Variation Model for Retinex

    Authors: Michael K. Ng, Wei Wang - SIAM Journal on Imaging Sciences, SIAM J. Imaging Sci. 2011 cited by 274

  13. Color Image Restoration by Saturation-Value Total Variation

    Authors: Zhigang Jia, Michael K. Ng, Wei Wang - SIAM Journal on Imaging Sciences, SIAM J. Imaging Sci. 2019 cited by 113

  14. An Entropy Weighting k-Means Algorithm for Subspace Clustering of High-Dimensional Sparse Data

    Authors: Liping Jing, Michael K. Ng, Joshua Zhexue Huang - IEEE Transactions on Knowledge and Data Engineering, IEEE Trans. Knowl. Data Eng. 2007 cited by 623

  15. Tensor Completion via Complementary Global, Local, and Nonlocal Priors

    Authors: Xi-Le Zhao, Jinghua Yang, Tian-Hui Ma, Tai-Xiang Jiang, Michael K. Ng, Ting-Zhu Huang - IEEE Transactions on Image Processing, IEEE Trans. Image Process. 2021 cited by 90

  16. Hyperspectral Image Denoising Based on Global and Nonlocal Low-Rank Factorizations

    Authors: Lina Zhuang, Xiyou Fu, Michael K. Ng, José M. Bioucas-Dias - IEEE Transactions on Geoscience and Remote Sensing, IEEE Trans. Geosci. Remote. Sens. 2021 cited by 120

  17. Lanczos method for large-scale quaternion singular value decomposition

    Authors: Zhigang Jia, Michael K. Ng, Guang-Jing Song - Numerical Algorithms, Numer. Algorithms 2018 cited by 102

  18. Tensor-Based Low-Dimensional Representation Learning for Multi-View Clustering

    Authors: MiaoMiao Cheng, Liping Jing, Michael K. Ng - IEEE Transactions on Image Processing, IEEE Trans. Image Process. 2018 cited by 88

  19. Collaborative contrastive learning for hypergraph node classification

    Authors: Hanrui Wu, Nuosi Li, Jia Zhang, Sentao Chen, Michael K. Ng, Jinyi Long - Pattern Recognition, Pattern Recognit. 2023 cited by 42

  20. Structure Preserving Quaternion Generalized Minimal Residual Method

    Authors: ZhiGang Jia, Michael K. Ng - SIAM Journal on Matrix Analysis and Applications, SIAM J. Matrix Anal. Appl. 2021 cited by 80

  21. Molecular subtyping of cancer: current status and moving toward clinical applications

    Authors: Lan Zhao, Victor H. F. Lee, Michael K. Ng, Hong Yan, Maarten F. Bijlsma - Briefings in Bioinformatics, Briefings Bioinform. 2018 cited by 150

  22. Conjugate Gradient Methods for Toeplitz Systems

    Authors: Raymond H. Chan, Michael K. Ng - SIAM Review, SIAM Rev. 1996 cited by 799

  23. Spectral analysis for preconditioning of multi-dimensional Riesz fractional diffusion equations

    Authors: Xin Huang, Xue-Lei Lin, Michael K. Ng, Hai-Wei Sun - Numerical Mathematics Theory Methods and Applications 2022 cited by 51

  24. Tensorizing GAN With High-Order Pooling for Alzheimer's Disease Assessment

    Authors: Wen Yu, Baiying Lei, Michael K. Ng, Albert C. Cheung, Yanyan Shen, Shuqiang Wang - IEEE Transactions on Neural Networks and Learning Systems, IEEE Trans. Neural Networks Learn. Syst. 2021 cited by 139