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Associate Professor Michael Cree

Michael Cree

Associate Professor

Qualifications: BSc(Hons) PhD Canterbury MACPSEM MACM SMIEEE

Papers Taught

Research Supervised

Current PhD Students

Currently Under Examination:

Gehan Anthonys (Jitter in Full-Field AMCW Range Imaging Cameras)

Harpreet Kaur

Chief Supervisor for:

Nilakshi Dissanayake (Measurement of UV penetration in floc and floc properties using fluorescence intensity and lifetime techniques)

Amir Mukhtar (Automated Detection of Pedestrians with Disability Aids)

Mark Wang

Research Interests

I am an active member of the Waikato Robotics, Automation and Sensing (WaiRAS) Research Group.

My research interests mainly focus around image processing and machine vision including medical and retinal imaging, 3D time-of-flight range imaging and pattern recognition.

Recent Publications

  • Ali, M., Cree, M. J., Sharifi, N., & Chen, Y. (2019). Nanoswimmer-oriented Direct Targeting Strategy Inspired by Momentum-based Gradient Optimization. In 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE. doi:10.1109/embc.2019.8857802 Open Access version: https://hdl.handle.net/10289/13064

  • Hedayati, M., Cree, M. J., & Scott, J. B. (2019). Tracking Jockeys in a Cluttered Environment with Group Dynamics. In Proceedings Proceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports - MMSports '19. ACM Press. doi:10.1145/3347318.3355518

  • Hedayati, H., McGuinness, B. J., Cree, M. J., & Perrone, J. A. (2019). Generalization Approach for CNN-based Object Detection in Unconstrained Outdoor Environments. In International Conference Image and Vision Computing New Zealand Vol. 2019-December. doi:10.1109/IVCNZ48456.2019.8960992

  • Uche, C., Vyas, M., Thorogood, J., Round, W., & Cree, M. (2019). Monte Carlo simulation of the Compton camera for nuclear medical imaging. Australasian Physical and Engineering Sciences in Medicine, 42, 341.

Find more research publications by Michael Cree

Keywords

Computing; Electronics; Engineering; Machine Learning

Machine Vision, time-of-flight range imaging


Contact Details

Email: michael.cree@waikato.ac.nz
Room: DE.2.02
Phone: +64 7 838 4301