Dr HU Zhongxu

Dr HU Zhongxu



Research Fellow
Email:zhongxu.hu@ntu.edu.sg
Homepage: https://lvchen.wixsite.com/automan/people
Education

PhD, Mechatronic, Huazhong University of Science & Technology, China, 2013-2018 
BEng, Process equipment and control engineering, Zhejiang University of Technology, China, 2009-2013

Biography

Senior Algorithm Engineer, Multimedia Algorithm & Performance Department of CBG, Huawei Technologies Co., Ltd. 2019-2020

​​​​​Research Interest
  • Human-Computer Interaction
  • VR/AR, Computer Vision
  • Deep Learning, Machine Learning

 

​​​Project
  • ​Intelligent Shared Control Interface for Aging Operators of Heavy Machines
  • 3D object & human reconstruction based on RGB-D sensor of Smartphone
  • Dynamic fault detection of EMU operation
  • Development of automatic identification and sorting system of steel coil
  • Development of technology training & assistant teaching system platform
  • Several applications of virtual reality/augmented reality in industry
  • 3D parametric design software development of paint room of automobile Research and construction of digital factory technology

 

Publication

Journal

  • Zhongxu Hu, Youmin Hu, Bo Wu, et al., Hand pose estimation with multi-scale network[J]. Applied Intelligence, 2018, 48(8): 2501-2515.
  • Zhongxu Hu, Youmin Hu, Bo Wu, et al., 3D Separable convolutional neural network for dynamic hand gesture recognition[J]. Neurocomputing, 2018
  • Zhongxu Hu, Youmin Hu, Bo Wu, et al., A CRNN module for hand pose estimation, Neurocomputing, 2018.
  • Zhongxu Hu, Jie Liu,et al.,Data-driven Fault Diagnosis Method based on Compressed Sensing and Improved Multi-scale Network, IEEE Transactions on Industrial Electronics
  • Jie Liu,Youmin Hu, Zhongxu Hu, et al.,An integrated multi-sensor fusion-based deep feature learning approach for rotating machinery diagnosis, Measurement Science and Technology, 2018, 29: 055103.
  • Kaibo Zhou, Jie Liu, Zhongxu Hu,et al.,Anode Effect Prediction based on Singular Value Thresholding and Extreme Gradient Boosting Approach, Measurement Science and Technology,(Accepted)

Book Chapter

The objective function of machine learning and Generative Adversarial Network as a chapter in the book ”TensorFlow进阶指南:基础、算法与应用”, Edited by Huang Hongbo, 2018

Conference

  • Zhongxu Hu, Youmin Hu, Bo Wu, Tielin Shi, et al.,The Assembly Planning System of Train based on SolidWorks. The Third International Conference on Railway Technology (RW2016).
  • Zhongxu Hu, Youmin Hu, Bo Wu, The Trouble of moving EMU Detection based on Deep Convolutional Neural Network , The Fourth International Conference on Railway Technology (RW2018).
  • Zhongxu Hu, Youmin Hu, Bo Wu,Hand pose estimation with CNN-RNN,2017 European Conference on Electrical Engineering and Computer Science.
  • Shitao Li, Zhang S., Zhongxu Hu, et al., Design and Implementation of 3D Model Data Management System Based on SQL,MECS2015.
  • ShiTao Li, Liang Ping, Zhongxu Hu et al., The construction of plant-level virtual environment based on CATIA. 2015 International Conference on Design, Manufacturing and Mechatronics