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Research Publications for Michael J Cree

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Author's Publications

Publications ByCREE, Michael J

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  • 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

  • Vetrova, V., Coup, S., Frank, E., & Cree, M. J. (2018). Difference in details: transfer learning case study of cryptic plants and moths. In 5th Workshop on Fine-Grained Visual Categorization held in conjunction with CVPR 2018. Conference Website.

  • Vetrova, V., Coup, S., Frank, E., & Cree, M. J. (2018). Hidden features: experiments with feature transfer for fine-grained multi-class and one-class image categorization. In Proc 2018 International Conference on Image and Vision Computing New Zealand (IVCNZ) (pp. 6 pages). Auckland, NZ. doi:10.1109/IVCNZ.2018.8634790

  • Mukhtar, A., Cree, M. J., Scott, J., & Streeter, L. (2018). Gait analysis of pedestrians with the aim of detecting disabled people. Applied Mechanics and Materials, 884, 105-112. doi:10.4028/www.scientific.net/AMM.884.105

  • 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

  • Anthonys, G., Cree, M. J., & Streeter, L. (2018). Jitter extraction in a noisy signal by fast Fourier transform and time lag correlation. Applied Mechanics and Materials, 884, 113-121. doi:10.4028/www.scientific.net/AMM.884.113

  • Cree, M. (2018). An exploration of using the intel AVX2 gather load instructions for vectorised image processing. In International Conference on Image and Vision Computing New Zealand (IVCNZ) (pp. 6 pages). Conference held Auckland, New Zealand: IEEE. doi:10.1109/IVCNZ.2018.8634707

  • 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

  • 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

  • Streeter, L., & Cree, M. J. (2018). Classifying transverse motion in time-of-flight range imaging. In 3D Image Acquisition and Display: Technology, Perception and Applications 2018. Conference held Orlando, Florida, United States: OSA Publishing. doi:10.1364/3D.2018.3W2G.4

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