Jun Zhou

Associate Professor

Building N44, Room 1.38

School of Information and Communication Technology

Griffith University

Nathan, QLD 4111, Australia

E-mail: jun dot zhou at griffith dot edu dot au

Office: +61 (7) 373 55015

I joined School of Information and Communication Technology at Griffith University in June 2012. Before this appointment, I had been a research fellow in the Research School of Computer Science, at the Australian National University, and a researcher in the Canberra research lab of NICTA. I had also held an adjunct position in the School of Engineering and Information Technology at the University of New South Wales. Currently, I am a Deputy Director of ARC Research Hub for Driving Farming Productivity and Disease Prevention,

I completed my PhD studies in Computing Science at the University of Alberta, Edmonton, Canada in 2006. From 1999 to 2002, I studied in the Department of Computer Science, Concordia University, Montreal,Canada, and worked in the Centre for Pattern Recognition and Machine Intelligence (CENPARMI) as a research assistant and technical staff. I got my bachelor's degree from Nanjing University of Science and Technology, Nanjing, China

Research

My main research area is hyperspectral imaging for computer vision and remote sensing, which covers the following topics:

  • Hypespecral image preprocessing
  • Hyperspectral image visualization
  • Spectral-spatial feature extraction
  • Hyperspectral unmixing
  • Hyperspectral object detection and classification
  • 3D modelling and depth estimation
  • Multi-modal image fusion
  • Applications in environmental monitoring, agriculture, and medicine

Research grants

  • ARC Research Hub for Driving Farming Productivity and Disease Prevention,
    ARC Industrial Transformation Research Hubs, Australian Research Council,
    $5,000,000 from the ARC, $3,328,000 from industrial partners, 2018-2023, Chief Investigator.
  • Precise Recognition for Automated Harvesting and Grading of Strawberries,
    Linkage Project, Australian Research Council,
    $406,000, 2015-2018, Chief Investigator.
  • Interactive Computer Vision for Image Interpretation,
    Discovery Early Career Researcher Award, Australian Research Council,
    $375,000, 2012-2015, Sole Chief Investigator.
  • Graph-based Representations of Remotely Sensed Data for Geoindexing Applications,
    International Science Linkages (ISL) funding, Department of Innovation Industry, Sciences and Research,
    $85,000, 2010-2011, Chief Investigator.
  • More than $300,000 internal grants from Griffith University and Australian National University, 2012-2019.

Professional activities

  • Organization committee member for more than 10 international conferences.
  • Associate editor for IEEE Transactions on Geoscience and Remote Sensing, Pattern Recognition,
    IET Computer Vision, and Journal of Soils and Sediments.
  • Guest editor for Pattern Recognition and IEEE Geoscience and Remote Sensing Letters.
  • Reviewer for competitive fundings such as ARC, NSERC, and HIRP.
  • Reviewer for more than 40 journals and conferences, such as IEEE TIP, IEEE TGRS, IEEE TCSVT, PR,
    AAAI, CVPR, ICCV, ECCV, and ACMMM.

I am actively seeking exellent PhD students. If you are interested in the topics of my research, and would like to pursue further study under my supervision, please do not hesitate to contact me. I also accept visiting scholars/students, Master's students, and honour students. Students who are supported by or are considering applying for the support from the Chinese Scholarship Council are welcomed to contact me.