Research Output per year
Personal profile
Biography
Professor Robyn Owens is Deputy Vice-Chancellor (Research) and has responsibility for research policy development and general oversight of the University's research activities, postgraduate education, industry liaison, intellectual property and commercialisation. Professor Owens studied Mathematics at UWA, Oxford and Paris XI. Her research has focussed on computer vision, including feature detection in images, 3D shape measurement, image understanding, and representation. In her current role she works on a number of national and international committees, with significant interest in research infrastructure.
Research
Mathematics, Robotics, Computer Vision
Keywords
- Computer vision
- Image processing
Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.
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Research Output 1984 2014
Semi-supervised spectral clustering for image set classification
Mahmood, A., Mian, A. & Owens, R., 2014, IEEE Conference on Computer Vision and Pattern Recognition. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 121-128 6909417Research output: Chapter in Book/Conference paper › Conference paper
Clustering algorithms
Eigenvalues and eigenfunctions
Probability distributions
Data structures
Labels
Image set based face recognition using self-regularized non-negative coding and adaptive distance metric learning
Mian, A., Hu, Y., Hartley, R. I. & Owens, R., 9 Oct 2013, In : IEEE Transactions on Image Processing. 22, 12, p. 5252-5262Research output: Contribution to journal › Article
Face recognition
Gradient methods
Convex optimization
Pixels
Experiments
Multibiometric human recognition using 3D ear and face features
Islam, S., Davies, R., Bennamoun, M., Owens, R. & Mian, A., Mar 2013, In : Pattern Recognition. 46, 3, p. 613-627Research output: Contribution to journal › Article
Biometrics
Fusion reactions
A review of Recent Advances in 3D ear and Expression Invariant Face Biometrics
Islam, S., Bennamoun, M., Owens, R. & Davies, R., 2012, In : ACM Computing Surveys. 44, 3, p. 1-40 14.Research output: Contribution to journal › Article
Face recognition using sparse approximated nearest points between image sets
Hu, Y., Mian, A. & Owens, R., 15 Aug 2012, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 34, 10, p. 1992-2004Research output: Contribution to journal › Article
Face recognition
Face Recognition
Gradient methods
Tuning
Experiments
Projects 1996 2012
- 14 Finished
2010 - Automatic Construction of 3D Deformable Fish Models for Biomass Measurement and Identification
University of Western Australia
1/01/10 → 31/12/10
Project: Research
Person Identification from Multiple Non-Invasive Iris and face Biometrics in Video
1/01/10 → 31/12/12
Project: Research
DP0771294 - Markerless D3 Pose Recovery of Humans From Videos
Bennamoun, M., Huynh, D. & Owens, R.
1/01/07 → 31/12/09
Project: Research
LE0775672 - 3D Scanning and Printing Facilities (3DSPF)
Bennamoun, M., Owens, R., Spackman, M., Sampson, D., Trevelyan, J., Haines, K., Boussaid, F., Lichti, D., Stewart, M., Rohl, A., Parkinson, G., Ogden, M., Worden, S. & Fitzsimons, I.
1/01/07 → 31/12/07
Project: Research