RESEARCH INTERESTs

Professor Stefan Williams' research in the field of marine robotics is enhancing our ability to document, understand and thus protect our deep-water marine habitats. His current focus is on the development and deployment of autonomous underwater vehicles whose visual and acoustic sensors can gather data for the purpose of generating high-resolution 3D models of underwater marine environments.

"My research focuses mainly on the development of techniques for high-resolution mapping of marine habitats. This work uses a combination of visual and acoustic sensors to generate detailed, three-dimensional models of underwater environments using data collected by autonomous underwater vehicles (AUVs).

"These AUV surveys are designed to collect high-resolution stereo imagery and oceanographic data to support studies in the fields of engineering science, ecology, biology, geoscience, archaeology and industrial applications.

"My recent work has focused on generating high-fidelity, three-dimensional models of the seafloor; precisely matching survey locations across years to allow scientists to understand variability in these environments; and identifying patterns in the data that facilitate automated classification of the resulting image sets.

"Insights gained from this work have been used, for example, to better understand the recovery of coral reefs from bleaching and cyclones, as well as the behaviour of temperate reef organisms such as fish, urchins and lobsters.

"My colleagues and I conduct these AUV-based surveys around Australia and internationally. We are currently undertaking arguably the world's first benthic (sea-floor) observing program to make extensive use of AUVs for the purpose of monitoring benthic habitats on such a large scale.

"I am particularly passionate about this area of research because it allows me to interact with such a dynamic group of peers in helping to document and understand marine habitats. Seeing our robotic systems and sensor systems being deployed on sensitive coral reefs, deep-water hydrothermal vent systems and temperate kelp forests is immensely satisfying, and is helping to change our understanding of the marine environment."

FUNDED RESEARCH

  • GRANT
    ARC Training Centre for High-Speed Propulsion, Rocket and Launch Systems
    Australian Research Council (ARC)1 Sep 2026
    People funded by this grant:
  • GRANT
    Defence Innovation Network (DIN) ADSUN Innovation Grant (Defence Science and Technology Group - DSTG)
    Defence Science and Technology Group1 Jan 2026
    People funded by this grant:
    • Williams S
  • GRANT
    Australian Research Council2 Jun 2025 - 1 Jun 2028
    People funded by this grant:
  • GRANT
    Visual methods for advanced automation of underwater manipulation
    Australian Research Council (ARC)11 Nov 2024 - 10 Nov 2027
    People funded by this grant:
  • GRANT
    Self-supervised feature learning for rapid processing of marine imagery
    Australian Research Council (ARC)1 Sep 2024 - 31 Aug 2027
    People funded by this grant:
  • GRANT
    A sovereign Autonomous Underwater Vehicle capability
    Department of Education and Training (Federal)1 Jan 2024
    People funded by this grant:
    • Toohey L,
    • Shields J,
    • Billings G,
    • Parker KB,
    • Williams S
  • GRANT
    Project 4: Reach Robotics, Integrated high-fidelity 3D reconstruction and manipulation in marine environments (WIP)
    Australian Research Council (ARC)1 Jan 2023
    People funded by this grant:
    • Williams S
  • GRANT
    Project 7: Thales UWS - ARIAM Hub: ARC Industrial Transformation Research Hubs (ITRH)
    Australian Research Council (ARC)1 Jan 2023
    People funded by this grant:
    • Williams S
  • GRANT
    ARC Research Hub in Intelligent Robotic Systems for Real-Time Asset Management
    Australian Research Council (ARC)1 Nov 2022 - 30 Oct 2027
    People funded by this grant:
  • GRANT
    Hyperspectral Sea Floor Mapping
    Department of Defence (Federal)1 Jan 2021
    People funded by this grant:
    • Williams S
  • GRANT
    Whopping Volta GPU Cluster Transforming Artificial Intelligence Research
    Australian Research Council (ARC)1 Jan 2020 - 31 Dec 2021
    People funded by this grant:
    • Williams S,
    • Buyya R,
    • Pagnucco M,
    • Baldwin T,
    • Nebot E
  • GRANT
    Automated Benthic Understanding with Multimodal Observations
    Australian Research Council (ARC)1 Mar 2019 - 31 Dec 2022
    People funded by this grant:
    • Pizarro O,
    • Williams S
  • GRANT
    Autonomous Underwater Vehicles
    Department of Industry, Science and Resources1 Jan 2019
    People funded by this grant:
    • Williams S,
    • Pizarro O
  • GRANT
    Classification of Broadscale, Multi-resolution Visual Seafloor Mosaics
    DVC Research1 Jan 2017
    People funded by this grant:
  • GRANT
    Supervised autonomy for AUVs using limited bandwidth communication channels
    Australian Research Council (ARC)21 Jun 2016 - 31 Aug 2019
    People funded by this grant:
    • Williams S,
    • Pizarro O
  • GRANT
    High Resolution Visual 3D Reconstructions for Rapid Archeological Characterization
    University of Michigan1 Jun 2016
    People funded by this grant:
    • Pizarro O,
    • Williams S
  • GRANT
    Autonomous Acoustic Mapping And Tracking Facility
    University of Sydney1 Jan 2016
    People funded by this grant:
  • GRANT
    A Photometric Imaging Model for Mobile Underwater Camera Design
    Australian Research Council (ARC)1 Jan 2015 - 28 Feb 2019
    People funded by this grant:
    • Roman C,
    • Pizarro O,
    • Schechner Y,
    • Lumsdaine A,
    • Williams S
  • GRANT
    Mobile annotation of benthic mosaics
    University of St Andrews1 Jan 2015
    People funded by this grant:
    • Pizarro O,
    • Williams S
  • GRANT
    Quantification of coral reef habitat structural complexity and community composition in a changing ocean using 3D models.
    Great Barrier Reef Foundation1 Jan 2015
    People funded by this grant:
  • GRANT
    High quality benthic and demersal surveys from small form factor underwater robots
    Australian Research Council (ARC)23 May 2014 - 1 May 2019
    People funded by this grant:
    • Williams S,
    • Edmunds MJ,
    • Pizarro O
  • GRANT
    Employing a novel imaging technology, plenoptic cameras, in underwater robotic imaging
    Department of Education, Employment and Workplace Relations1 Apr 2014
    People funded by this grant:
  • GRANT
    Autonomous Benthic Observing System
    Australian Research Council (ARC)31 Jul 2013 - 31 Dec 2014
    People funded by this grant:
    • Barrett N,
    • Babcock R,
    • Pizarro O,
    • Jordan A,
    • Williams S
  • GRANT
    The provision and deployment of Autonomous Underwater Vehicles to undertake navigated time series measurements of benthic habitats
    Department of Industry, Science and Resources1 Jul 2013
    People funded by this grant:
    • Williams S
  • GRANT
    Development of an industry-based habitat mapping/monitoring system.
    Department of Fisheries (WA)1 Jun 2013
    People funded by this grant:
    • Pizarro O,
    • Williams S