RESEARCHER PROFILE

Wanquan Liu

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Shanghai University

Face and Expression RecognitionFace recognition and analysisAdvanced Control Systems DesignStability and Control of Uncertain SystemsAdvanced Neural Network Applications

Wanquan Liu works in Face and Expression Recognition, Face recognition and analysis, Advanced Control Systems Design, Stability and Control of Uncertain Systems, Advanced Neural Network Applications. Recorded institutional associations include Shanghai University, Sun Yat-sen University, Shenzhen University.

576Publications
7,102Citations
39H-index

ORCID

Inclusion identifies researchers whose recorded research contributions may inform their university’s understanding of its research community. It does not rank individual research quality or establish current employment.

Selected research works

Up to 100 highly cited works; DOI links open the original research. Counts reflect the collected record, not real-time citation totals.

  1. Structural damage identification based on autoencoder neural networks and deep learning

    2018 · 408 citations

  2. Fast cross-validation algorithms for least squares support vector machine and kernel ridge regression

    2007 · 301 citations

  3. Using Kinect for face recognition under varying poses, expressions, illumination and disguise

    2013 · 234 citations

  4. Face Recognition Using Kernel Ridge Regression

    2007 · 227 citations

  5. A new frequency-weighted balanced truncation method and an error bound

    1999 · 203 citations

  6. A new frequency-weighted balanced truncation method and an error bound

    2002 · 166 citations

  7. Development and application of a deep learning–based sparse autoencoder framework for structural damage identification

    2018 · 141 citations

  8. An approach to boundary detection for 3D point clouds based on DBSCAN clustering

    2021 · 140 citations

  9. Geometric Reinforcement Learning for Path Planning of UAVs

    2013 · 130 citations

  10. A novel hierarchical approach for multispectral palmprint recognition

    2014 · 124 citations

  11. Generalized Karhunen-Loeve transform

    1998 · 106 citations

  12. A Hybrid Framework for Underwater Image Enhancement

    2020 · 93 citations

  13. Hybrid impulsive control for switched singular systems

    2011 · 89 citations

  14. APSCAN: A parameter free algorithm for clustering

    2011 · 83 citations

  15. Cooperative and Geometric Learning Algorithm (CGLA) for path planning of UAVs with limited information

    2014 · 81 citations

  16. Approaches to the representations and logic operations of fuzzy concepts in the framework of axiomatic fuzzy set theory I

    2006 · 81 citations

  17. A Spatial-Temporal Transformer Network for City-Level Cellular Traffic Analysis and Prediction

    2023 · 76 citations

  18. Deep residual network framework for structural health monitoring

    2020 · 75 citations

  19. A hybrid CNN feature model for pulmonary nodule malignancy risk differentiation

    2017 · 67 citations

  20. Model reduction for state-space symmetric systems

    1998 · 63 citations

  21. Information Granules-Based BP Neural Network for Long-Term Prediction of Time Series

    2020 · 63 citations

  22. Densely connected convolutional networks for vibration based structural damage identification

    2021 · 62 citations

  23. On initial instantaneous jumps of singular systems

    1995 · 58 citations

  24. A new fusion approach for content based image retrieval with color histogram and local directional pattern

    2016 · 57 citations

  25. Efficient algorithms for subwindow search in object detection and localization

    2009 · 52 citations

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