World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
61
Citations
14098
World Ranking
3092
National Ranking
186

Overview

Huiyu Zhou is affiliated with the University of Leicester in the United Kingdom. Their research spans multiple areas within computer science and engineering, with significant contributions to computer vision, artificial intelligence, and aerospace engineering.

The scientist's extensive publication record encompasses various subfields such as Computer Vision and Pattern Recognition, Artificial Intelligence, Media Technology, and Radiology, Nuclear Medicine and Imaging. The main research topics covered include:

  • Advanced Neural Network Applications
  • Advanced Image and Video Retrieval Techniques
  • Domain Adaptation and Few-Shot Learning
  • Remote-Sensing Image Classification
  • AI in cancer detection
  • Image Enhancement Techniques
  • Video Surveillance and Tracking Methods

Huiyu Zhou has co-authored extensively with several researchers, with frequent collaborators being:

  • Junyu Dong
  • Qianni Zhang
  • Minrui Fei
  • Zheheng Jiang
  • Ningzhong Liu

Their recent notable papers include:

  • "Deep learning based brain tumor segmentation: a survey," 2022, Complex & Intelligent Systems
  • "Feature Analyses and Modeling of Lithium-Ion Battery Manufacturing Based on Random Forest Classification," 2021, IEEE/ASME Transactions on Mechatronics
  • "Perceptual Underwater Image Enhancement With Deep Learning and Physical Priors," 2020, IEEE Transactions on Circuits and Systems for Video Technology
  • "Deep convolution network based emotion analysis towards mental health care," 2020, Neurocomputing
  • "Road Segmentation for Remote Sensing Images Using Adversarial Spatial Pyramid Networks," 2020, IEEE Transactions on Geoscience and Remote Sensing

In terms of publication venues, Huiyu Zhou frequently contributes to:

  • arXiv (Cornell University)
  • IEEE Transactions on Geoscience and Remote Sensing
  • IEEE Transactions on Human-Machine Systems
  • SSRN Electronic Journal
  • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

The scientist has also authored multiple books published by Springer Nature, including diverse editions of "Application of Intelligent Systems in Multi-modal Information Analytics" and "Proceedings of the 9th International Conference on Computer Engineering and Networks."

The fields of study where Huiyu Zhou has published most extensively are Computer Science, with over 550 papers, and Engineering, with more than 230 publications.

Best Publications

  • Human motion tracking for rehabilitation - A survey

    Huiyu Zhou;Huosheng Hu

  • Object tracking using SIFT features and mean shift

    Huiyu Zhou;Yuan Yuan;Chunmei Shi

  • Using deep neural network with small dataset to predict material defects

    Shuo Feng;Huiyu Zhou;Hongbiao Dong

  • Deep Learning Based Brain Tumor Segmentation: A Survey.

    Zhihua Liu;Long Chen;Lei Tong;Feixiang Zhou

  • Use of multiple wearable inertial sensors in upper limb motion tracking.

    Huiyu Zhou;Thomas Stone;Huosheng Hu;Nigel Harris

  • Anisotropic Mean Shift Based Fuzzy C-Means Segmentation of Dermoscopy Images

    Huiyu Zhou;G. Schaefer;A.H. Sadka;M.E. Celebi

  • Multi-population techniques in nature inspired optimization algorithms: A comprehensive survey

    Haiping Ma;Shigen Shen;Mei Yu;Zhile Yang

  • Integration of Vision and Inertial Sensors for 3D Arm Motion Tracking in Home-based Rehabilitation

    Yaqin Tao;Huosheng Hu;Huiyu Zhou

  • Perceptual Underwater Image Enhancement With Deep Learning and Physical Priors

    Long Chen;Zheheng Jiang;Lei Tong;Zhihua Liu

  • Evaluation of Machine Learning Algorithms for Anomaly Detection

    Nebrase Elmrabit;Feixiang Zhou;Fengyin Li;Huiyu Zhou

  • Spatial Sequential Recurrent Neural Network for Hyperspectral Image Classification

    Xiangrong Zhang;Yujia Sun;Kai Jiang;Chen Li

  • Feature Analyses and Modelling of Lithium-ion Batteries Manufacturing based on Random Forest Classification

    Kailong Liu;Xiaosong Hu;Huiyu Zhou;Lei Tong

  • A Deep Convolutional Generative Adversarial Networks (DCGANs)-Based Semi-Supervised Method for Object Recognition in Synthetic Aperture Radar (SAR) Images

    Fei Gao;Yue Yang;Jun Wang;Jinping Sun

  • Semantically Contrastive Learning for Low-light Image Enhancement

    Unknown

  • Mean shift based gradient vector flow for image segmentation

    Huiyu Zhou;Xuelong Li;Gerald Schaefer;M. Emre Celebi

  • Robust visual tracking based on online learning sparse representation

    Shengping Zhang;Hongxun Yao;Huiyu Zhou;Xin Sun

  • Inertial measurements of upper limb motion

    Huiyu Zhou;Huosheng Hu;Yaqin Tao

  • Reducing Drifts in the Inertial Measurements of Wrist and Elbow Positions

    Huiyu Zhou;Huosheng Hu

  • Deep convolution network based emotion analysis towards mental health care

    Zixiang Fei;Erfu Yang;David Day Uei Li;Stephen Butler

  • Fuzzy Optimal Energy Management for Fuel Cell and Supercapacitor Systems Using Neural Network Based Driving Pattern Recognition

    Ridong Zhang;Jili Tao;Huiyu Zhou

  • Robust Visual Tracking Using Structurally Random Projection and Weighted Least Squares

    Shengping Zhang;Huiyu Zhou;Feng Jiang;Xuelong Li

  • Gradient vector flow with mean shift for skin lesion segmentation.

    Huiyu Zhou;Gerald Schaefer;M. Emre Celebi;Faquan Lin

  • A Robust Parallel Object Tracking Method for Illumination Variations

    Shuai Liu;Gaocheng Liu;Huiyu Zhou

  • Image synthesis with adversarial networks: A comprehensive survey and case studies

    Pourya Shamsolmoali;Pourya Shamsolmoali;Masoumeh Zareapoor;Eric Granger;Huiyu Zhou

Frequent Co-Authors

Junyu Dong
Junyu Dong Ocean University of China
Gerald Schaefer
Gerald Schaefer Loughborough University
Huosheng Hu
Huosheng Hu University of Essex
Shengping Zhang
Shengping Zhang Harbin Institute of Technology
Minrui Fei
Minrui Fei Shanghai University
Xiangrong Zhang
Xiangrong Zhang Xidian University
Licheng Jiao
Licheng Jiao Xidian University
M. Emre Celebi
M. Emre Celebi University of Central Arkansas
Amir Hussain
Amir Hussain Edinburgh Napier University
Xuelong Li
Xuelong Li China Telecom (China)

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