World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
64
Citations
14803
World Ranking
2625
National Ranking
358

Overview

Zeng-Guang Hou is affiliated with the Chinese Academy of Sciences in China. Their research spans multiple fields including Medicine, Engineering, and Computer Science, with a significant focus on Biomedical Engineering and related subfields.

Their recent publications reflect a diverse range of topics and contributions in both engineering and medical domains. Notable papers include:

  • Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification, 2020, Proceedings of the AAAI Conference on Artificial Intelligence
  • Practical Predefined-Time Output-Feedback Consensus Tracking Control for Multiagent Systems, 2022, IEEE Transactions on Cybernetics
  • Cross-modality paired-images generation and augmentation for RGB-infrared person re-identification, 2020, Neural Networks
  • Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge, 2020, Medical Image Analysis
  • Design of a Low-Cost Miniature Robot to Assist the COVID-19 Nasopharyngeal Swab Sampling, 2020, IEEE Transactions on Medical Robotics and Bionics

Frequent co-authors with whom they have collaborated extensively are:

  • Xiao-Hu Zhou (72 publications)
  • Xiao-Liang Xie (63 publications)
  • Shi-Qi Liu (56 publications)
  • Mei-Jiang Gui (33 publications)
  • Tianyu Xiang (25 publications)

Their work has been published predominantly in the following venues, indicating a focus on both engineering and biomedical applications:

  • arXiv (Cornell University) - 22 publications
  • IEEE Transactions on Neural Systems and Rehabilitation Engineering - 12 publications
  • IEEE/ASME Transactions on Mechatronics - 11 publications
  • IEEE Transactions on Instrumentation and Measurement - 10 publications
  • IEEE Transactions on Medical Robotics and Bionics - 8 publications

Main research topics covered by Zeng-Guang Hou include:

  • EEG and Brain-Computer Interfaces
  • Stroke Rehabilitation and Recovery
  • Soft Robotics and Applications
  • Medical Image Segmentation Techniques
  • Advanced Neural Network Applications
  • Muscle activation and electromyography studies
  • Prosthetics and Rehabilitation Robotics

Their work intersects advanced robotics, medical imaging, and neural engineering, focusing heavily on technological solutions for rehabilitation and healthcare applications. This interdisciplinary approach connects computer vision, biomedical engineering, and robotics to address challenges in medical diagnostics and patient assistance technologies.

Best Publications

  • Decentralized Robust Adaptive Control for the Multiagent System Consensus Problem Using Neural Networks

    Zeng-Guang Hou;Long Cheng;Min Tan

  • RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment

    Guan'an Wang;Tianzhu Zhang;Jian Cheng;Si Liu

  • Finite-Time Attitude Tracking Control for Spacecraft Using Terminal Sliding Mode and Chebyshev Neural Network

    An-Min Zou;K. D. Kumar;Zeng-Guang Hou;Xi Liu

  • Neural-Network-Based Adaptive Leader-Following Control for Multiagent Systems With Uncertainties

    Long Cheng;Zeng-Guang Hou;Min Tan;Yingzi Lin

  • Adaptive Control of a Class of Nonlinear Pure-Feedback Systems Using Fuzzy Backstepping Approach

    An-Min Zou;Zeng-Guang Hou;Min Tan

  • Adaptive Control of an Electrically Driven Nonholonomic Mobile Robot via Backstepping and Fuzzy Approach

    Zeng-Guang Hou;An-Min Zou;Long Cheng;Min Tan

  • Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification

    Guan-An Wang;Tianzhu Zhang;Yang Yang;Jian Cheng

  • Neural-Network-Based Nonlinear Model Predictive Control for Piezoelectric Actuators

    Long Cheng;Weichuan Liu;Zeng-Guang Hou;Junzhi Yu

  • Brief paper: Adaptive neural network tracking control for manipulators with uncertain kinematics, dynamics and actuator model

    Long Cheng;Zeng-Guang Hou;Min Tan

  • Real-life applications of fuzzy logic

    Harpreet Singh;Madan M. Gupta;Thomas Meitzler;Zeng-Guang Hou

  • A Mean Square Consensus Protocol for Linear Multi-Agent Systems With Communication Noises and Fixed Topologies

    Long Cheng;Zeng-Guang Hou;Min Tan

  • Recurrent Neural Network for Non-Smooth Convex Optimization Problems With Application to the Identification of Genetic Regulatory Networks

    Long Cheng;Zeng-Guang Hou;Yingzi Lin;Min Tan

  • sEMG-based continuous estimation of joint angles of human legs by using BP neural network

    Feng Zhang;Pengfeng Li;Zeng-Guang Hou;Zhen Lu

  • Evolving spatio-temporal data machines based on the NeuCube neuromorphic framework: Design methodology and selected applications

    Nikola Kasabov;Nathan Matthew Scott;Enmei Tu;Stefan Marks

  • Learning Race from Face: A Survey

    Siyao Fu;Haibo He;Zeng Guang Hou

  • ECG signal enhancement based on improved denoising auto-encoder

    Peng Xiong;Hongrui Wang;Ming Liu;Suiping Zhou

  • Sampled-data based average consensus of second-order integral multi-agent systems: Switching topologies and communication noises

    Long Cheng;Yunpeng Wang;Zeng-Guang Hou;Min Tan

  • Evolving spiking neural networks for personalised modelling, classification and prediction of spatio-temporal patterns with a case study on stroke

    Nikola Kasabov;Valery Feigin;Zeng-Guang Hou;Yixiong Chen

  • Quaternion-Based Adaptive Output Feedback Attitude Control of Spacecraft Using Chebyshev Neural Networks

    An-Min Zou;Krishna Dev Kumar;Zeng-Guang Hou

  • Seeking Consensus in Networks of Linear Agents: Communication Noises and Markovian Switching Topologies

    Yunpeng Wang;Long Cheng;Wei Ren;Zeng-Guang Hou

  • Containment control of continuous-time linear multi-agent systems with aperiodic sampling

    Huiyang Liu;Long Cheng;Min Tan;Zeng-Guang Hou

  • Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification

    Guan-An Wang;Tianzhu Zhang. Yang Yang;Jian Cheng;Jianlong Chang

Frequent Co-Authors

Long Cheng
Long Cheng Chinese Academy of Sciences
Min Tan
Min Tan Chinese Academy of Sciences
Jian Cheng
Jian Cheng Chinese Academy of Sciences
Yingzi Lin
Yingzi Lin Northeastern University
Wei Ren
Wei Ren University of California, Riverside
Tianzhu Zhang
Tianzhu Zhang University of Science and Technology of China
Junzhi Yu
Junzhi Yu Peking University
Chenguang Yang
Chenguang Yang University of Liverpool
Tingwen Huang
Tingwen Huang Shenzhen Institutes of Advanced Technology
Wenjun Zhang
Wenjun Zhang City University of Hong Kong

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