World's Best Scientists 2026 revealed!

Overview

Robyn Owens is affiliated with the University of Western Australia in Australia. Their research spans multiple areas within Computer Science and Physics and Astronomy, with particular focus on Artificial Intelligence and Instrumentation as subfields.

The scientist has contributed to research topics including:

  • Adversarial Robustness in Machine Learning
  • Anomaly Detection Techniques and Applications
  • Advanced Optical Sensing Technologies

Owens has published work in notable venues such as arXiv (Cornell University), highlighting engagement with open-access research repositories. A recent paper includes:

  • Physical world assistive signals for deep neural network classifiers -- neither defense nor attack (2021, arXiv)

Their network of frequent collaborators includes:

  • Camilo Pestana
  • Wei Liu
  • David Glance
  • Ajmal Mian

Robyn Owens' research intersects domains of deep learning, machine learning robustness, and sensing technologies, evidenced by the thematic concentration in their publications and topics of study.

Best Publications

  • Three-Dimensional Model-Based Object Recognition and Segmentation in Cluttered Scenes

    A.S. Mian;M. Bennamoun;R. Owens

  • An Efficient Multimodal 2D-3D Hybrid Approach to Automatic Face Recognition

    A.S. Mian;M. Bennamoun;R. Owens

  • Registration of stereo and temporal images of the retina

    N. Ritter;R. Owens;J. Cooper;R.H. Eikelboom

  • A Novel Representation and Feature Matching Algorithm for Automatic Pairwise Registration of Range Images

    A. S. Mian;M. Bennamoun;R. A. Owens

  • Calibrating a Structured Light Stripe System: A Novel Approach

    D. Q. Huynh;R. A. Owens;P. E. Hartmann

  • Face Recognition Using Sparse Approximated Nearest Points between Image Sets

    Yiqun Hu;Ajmal S. Mian;Robyn Owens

  • Australian sign language recognition

    Eun-Jung Holden;Gareth Lee;Robyn Owens

  • A New Metric for Grey-Scale Image Comparison

    Dale L. Wilson;Adrian J. Baddeley;Robyn A. Owens

  • Frequency and degree of milk removal and the short-term control of human milk synthesis

    Steven E. J. Daly;Jacqueline C. Kent;Robyn A. Owens;Peter E. Hartmann

  • 2D feature detection via local energy

    Ben Robbins;Robyn A. Owens

  • AUTOMATIC CORRESPONDENCE FOR 3D MODELING: AN EXTENSIVE REVIEW

    Ajmal S. Mian;Mohammed Bennamoun;Robyn A. Owens

  • Edge detection is a projection

    Robyn A. Owens;Svetha Venkatesh;John Ross

  • Semi-supervised Spectral Clustering for Image Set Classification

    Arif Mahmood;Ajmal Mian;Robyn Owens

  • Image Set Based Face Recognition Using Self-Regularized Non-Negative Coding and Adaptive Distance Metric Learning

    Ajmal Mian;Yiqun Hu;Richard Hartley;Robyn Owens

  • Lip Tracking using Pattern Matching Snakes

    Mark Barnard;Eun-Jung Holden;Robyn Owens

  • A review of recent advances in 3D ear- and expression-invariant face biometrics

    Syed M. S. Islam;Mohammed Bennamoun;Robyn A. Owens;Rowan Davies

  • Averaging feature maps

    Tristan Lewis;Robyn A. Owens;Adrian J. Baddeley

  • Matching Tensors for Automatic Correspondence and Registration

    Ajmal S. Mian;Mohammed Bennamoun;Robyn A. Owens

  • Region-based Matching for Robust 3D Face Recognition

    Ajmal S. Mian;Mohammed Bennamoun;Robyn A. Owens

  • Hand movement classification using an adaptive fuzzy expert system

    E-J. Holden;Robyn Owens;G.G. Roy

Frequent Co-Authors

John Ross
John Ross University of Tasmania
Syed Islam
Syed Islam Federation University Australia
Maria Concetta Morrone
Maria Concetta Morrone University of Pisa
David C. Burr
David C. Burr University of Florence

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