Mr Lei Wang

Biography

Lei Wang received the M.E. degree in software engineering from University of Western Australia (UWA), Australia, in 2018.

He is currently pursuing a PhD degree with Australian National University (ANU) and Data61/CSIRO.

Since 2018, he has been a full-time Computer Vision Researcher with iCetana Pty Ltd. He was a Visiting Researcher in Machine Learning Research Group at Data61/CSIRO (former NICTA). He is also a Visiting Researcher with the Department of Computer Science and Software Engineering, UWA.

He has been offered a number of competitive full PhD scholarships including Industrial Transformation Training Centre Scholarship, UWA International Fee Scholarship, University Postgraduate Award, Data61 PhD Scholarship, Data61 Top-up Scholarship and ANU HDR Fee Remission Merit Scholarship.

His research interests include anomaly detection, human action modeling, meta learning and machine learning.

Lei is an IEEE Student Member.

Research Interests

  • Machine Learning
  • Pattern Recognition
  • Computer Vision
  • Deep Learning

Publications

Analysis and Evaluation of Kinect-based Action Recognition Algorithms
L Wang
Master’s thesis, School of the Computer Science and Software Engineering, The University of Western Australia
  2017
A Comparative Review of Recent Kinect-based Action Recognition Algorithms
L Wang, DQ Huynh, P Koniusz
IEEE Transactions on Image Processing (TIP) 29 (1), 15-28
  2019
Loss Switching Fusion with Similarity Search for Video Classification
L Wang, DQ Huynh, MR Mansour
26th IEEE International Conference on Image Processing (ICIP), 974-978
  2019
Hallucinating IDT Descriptors and I3D Optical Flow Features for Action Recognition with CNNs
L Wang, P Koniusz, DQ Huynh
International Conference on Computer Vision (ICCV)
  2019
System and Method of Video Data Retrieval
L Wang, M Reda Mansour, G Woods
AU Patent AU 2,019,900,316
  2019
Method and System for Classifying Video Data
L Wang, G Woods
AU Patent AU 2,019,903,775
  2019

 

Acknowledgment

Lei would like to thank A/Prof. Du Q. Huynh (CSSE/UWA), Graeme Woods (iCetana's Head of Product), Dr. Moussa Reda Mansour (iCetana's former R&D Lead), Dr. Piotr Koniusz (Data61/CSIRO and CECS/ANU), and Dr. Debora Correa (Maths/UWA) for their guidance and support.

Selected Honours and Awards

  • Data61 PhD Scholarship, July 2019, Data61/CSIRO and ANU
  • Data61 Top-up Scholarship, July 2019, Data61/CSIRO and ANU
  • ANU HDR Fee Remission Merit Scholarship, July 2019, ANU
  • Outstanding Graduate Award, June 2015, Yangzhou University
  • Jingwen Zhu Scholarship, March 2015, Yangzhou University
  • Principal's Scholarship (First Class), December 2014, Yangzhou University
  • The Second Prize of Undergraduate Group B, C/C++ Program Design, Jiangsu Competition District of the 5th "Lanqiao Cup" National Software and Information Technology Professional Talent Competition, April 2014, Talent Exchange Centre, Industry and Informationised Department
  • Principal's Scholarship (Second Class), December 2013, Yangzhou University

Education

  • Doctor of Philosophy - PhD, Computer Science, The Australian National University (22 July 2019 - present)
  • Master of Professional Engineering - MPE, Software Engineering, The University of Western Australia (Feb 2016 - March 2018)
  • Bachelor of Engineering - BE, Software Engineering, Yangzhou University (Sep 2011 - June 2015)

 

Professional Activities/Services

  • The University of Western Australia (UWA)
    • Teaching Assistant (CITS5508 Machine Learning), Department of Computer Science and Software Engineering (CSSE), March 2018 - July 2018
    • Visiting Researcher, CSSE/UWA, 10 Oct 2018 - 09 Oct 2019
  • iCetana Pty Ltd
    • Computer Vision Research Intern (full-time), Research & Development (R&D), 2 July 2018 - 19 July 2019
    • Machine Learning / Computer Vision Researcher (Casual Appointment, 20%), R&D, 22 July 2019 - present
  • The Commonwealth Scientific and Industrial Research Organisation (CSIRO)
    • Site Visiting Researcher, Machine Learning Research Group (MLRG), Data61/CSIRO, 21 Sep 2018 - 19 July 2019
    • Postgraduate Research Student, MLRG, Data61/CSIRO, 22 July 2019 - present

 

Other Organizations/Memberships

  • IEEE Student Member
  • IEEE Young Professionals Group
  • Computer Vision Foundation (CVF) Member

 

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Updated:  1 June 2019/Responsible Officer:  Head of School/Page Contact:  CECS Marketing