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Associate Professor Michael Cree

Associate Professor

Qualifications: BSc(Hons) PhD Canterbury MACPSEM MACM SMIEEE

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.

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

Teaching Commitments

Expertise

Computing; Electronics; Engineering; Machine Learning

Machine Vision, time-of-flight range imaging

Recent Publications

  • Perrone, J., & Cree, M. (2019). Extracting Self-Motion and 3-D Depth Information From 2-D Video Sequences Using the Properties of Primate Motion-Sensitive Neurons. In Perception Vol. 48 (pp. 184). SAGE Publications. Retrieved from http://gateway.webofknowledge.com/

  • 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

  • Lickfold, C. A., Streeter, L., Cree, M. J., & Scott, J. B. (2019). Frequency Based Radial Velocity Estimation in Time-of-Flight Range Imaging. In 2019 International Conference on Image and Vision Computing New Zealand (IVCNZ). IEEE. doi:10.1109/ivcnz48456.2019.8961021

  • Lickfold, C. A., Streeter, L., Cree, M. J., & Scott, J. B. (2019). Simultaneous Phase and Frequency Stepping in Time-of-Flight Range Imaging. In 2019 IEEE SENSORS. IEEE. doi:10.1109/sensors43011.2019.8956800 Open Access version: https://hdl.handle.net/10289/13395

View All research publications by Michael Cree

Contact Details

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