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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)

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

  • Gouk, H., Frank, E., Pfahringer, B., & Cree, M. J. (2021). Regularisation of neural networks by enforcing Lipschitz continuity. Machine Learning, 110, 393-416. doi:10.1007/s10994-020-05929-w Open Access version: https://hdl.handle.net/10289/14147

  • Mozhaeva, A. I., Vlasuyk, I. V., Potashnikov, A. M., Cree, M. J., & Streeter, L. (2021). The Method and Devices for Research the Parameters of the Human Visual System to Video Quality Assessment. In 2021 Systems of Signals Generating and Processing in the Field of on Board Communications, Conference Proceedings. doi:10.1109/IEEECONF51389.2021.9416081

  • Ali, M., McGrath, N., Shi, S., Cree, M. J., Cheang, U. K., & Chen, Y. (2020). Bio-inspired self-regulated in-vivo computation for smart cancer detection. In Proceedings of the IEEE Conference on Nanotechnology Vol. 2020-July (pp. 304-309). doi:10.1109/NANO47656.2020.9183570

  • Ali, M., Sharifi, N., McGrath, N., Cree, M. J., & Chen, Y. (2020). Self-Regulated and Co-ordinated Smart Tumor Homing for Complex Vascular Networks. In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Vol. 2020-July (pp. 378-381). doi:10.1109/EMBC44109.2020.9176014

Find more research publications by Michael Cree

Keywords

Computing; Electronics; Engineering; Machine Learning; Physics

Machine Vision, time-of-flight range imaging


Contact Details

Email: [email protected]
Room: DE.2.02
Phone: +64 7 838 4301