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Dr Michael Cree

Senior Lecturer

Qualifications: BSc(Hons) PhD Canterbury MACPSEM MNZIP SMIEEE

Research Interests

Medical imaging, retinal imaging, image reconstruction and shape reconstruction, Machine vision, 3D range imaging

Research Supervised

PhD

John Peter Godbaz
Robert Larkins
Refael Whyte

Teaching Commitments

Recent Publications

  • Gouk, H., Pfahringer, B., Frank, E., & Cree, M. (2019). MaxGain: Regularisation of neural networks by constraining activation magnitudes. In M. Berlingerio, F. Bonchi, T. Gärtner, N. Hurley, & G. Ifrim (Eds.), Machine Learning and Knowledge Discovery in Databases. ECML PKDD 2018. Lecture Notes in Computer Science Vol. 11051 (pp. 541-556). Cham: Springer. doi:10.1007/978-3-030-10925-7_33 Open Access version: https://hdl.handle.net/10289/12301

  • Perrone, J. A., Cree, M. J., Hedayati, M., & Corlett, D. (2018). Testing a biologically-based system for extracting depth from brief monocular 2-D video sequences. In 2018 International Conference on Image and Vision Computing New Zealand (IVCNZ) (pp. 6 pages). Conference held in Auckland, New Zealand: IEEE. doi:10.1109/IVCNZ.2018.8634781 Open Access version: https://hdl.handle.net/10289/12324

  • Seabright, M., Streeter, L., Cree, M., Duke, M., & Tighe, R. (2018). Simple stereo matching algorithm for localising keypoints in a restricted search space. In International Conference on Image and Vision Computing New Zealand (IVCNZ) (pp. 6 pages). Conference held Auckland, New Zealand: IEEE. doi:10.1109/IVCNZ.2018.8634791

  • Mukhtar, A., Cree, M. J., Scott, J. B., & Streeter, L. (2018). Mobility aids detection using Convolution Neural Network (CNN). In International Conference on Image and Vision Computing New Zealand (IVCNZ) (pp. 5 pages). Conference held Auckland, New Zealand: IEEE. doi:10.1109/IVCNZ.2018.8634731

View All research publications by Michael Cree

Contact Details

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