Research output per year
Research output per year
Personal profile
Biography
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 committees in the research sector.
Research
Mathematics, Robotics, Computer Vision
Research expertise keywords
- Computer vision
- Image processing
Fingerprint
Dive into the research topics where Robyn Owens is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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Assistive signals for deep neural network classifiers
Pestana, C., Liu, W., Glance, D., Owens, R. & Mian, A., Jun 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1221-1225 5 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).Research output: Chapter in Book/Conference paper › Conference paper › peer-review
Open AccessFile6 Citations (Scopus)98 Downloads (Pure) -
Physical world assistive signals for deep neural network classifiers - neither defense nor attack.
Pestana, C., Liu, W., Glance, D. G., Owens, R. A. & Mian, A., 2021, CoRR, abs/2105.00622.Research output: Contribution to specialist publication › Article in specialist publication › peer-review
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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 › peer-review
44 Citations (Scopus) -
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 › peer-review
44 Citations (Scopus) -
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 › peer-review
36 Citations (Scopus)
Projects
- 14 Finished
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2010 - Automatic Construction of 3D Deformable Fish Models for Biomass Measurement and Identification
Owens, R. (Investigator 01) & Mian, A. (Investigator 02)
The University of Western Australia
1/01/10 → 31/12/10
Project: Research
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Person Identification from Multiple Non-Invasive Iris and face Biometrics in Video
Owens, R. (Investigator 01) & Mian, A. (Investigator 02)
ARC Australian Research Council
1/01/10 → 31/12/12
Project: Research
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DP0771294 - Markerless D3 Pose Recovery of Humans From Videos
Bennamoun, M. (Chief Investigator), Huynh, D. (Chief Investigator) & Owens, R. (Chief Investigator)
1/01/07 → 31/12/09
Project: Research
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LE0775672 - 3D Scanning and Printing Facilities (3DSPF)
Bennamoun, M. (Chief Investigator), Owens, R. (Chief Investigator), Spackman, M. (Chief Investigator), Sampson, D. (Chief Investigator), Trevelyan, J. (Chief Investigator), Haines, K. (Chief Investigator), Boussaid, F. (Chief Investigator), Lichti, D. (Chief Investigator), Stewart, M. (Chief Investigator), Rohl, A. (Chief Investigator), Parkinson, G. (Chief Investigator), Ogden, M. (Chief Investigator), Worden, S. (Chief Investigator) & Fitzsimons, I. (Chief Investigator)
ARC Linkage Infrastructure Equipment Facilities
1/01/07 → 31/12/07
Project: Research
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DP0664228 - Unified Representations of Multimodal Biometrics for Robust Authentication and Identification
Bennamoun, M. (Chief Investigator) & Owens, R. (Chief Investigator)
1/01/06 → 31/12/08
Project: Research