ProfessorStefan Williams
Professor
Faculty of Engineering
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
- GRANTDefence Innovation Network (DIN) ADSUN Innovation Grant (Defence Science and Technology Group - DSTG)Defence Science and Technology Group1 Jan 2026People funded by this grant:
- Williams S
- GRANTAustralian Research Council2 Jun 2025 - 1 Jun 2028People funded by this grant:
- Williams S,
- Peynot T,
- Dansereau D
- GRANTSelf-supervised feature learning for rapid processing of marine imageryAustralian Research Council (ARC)1 Sep 2024 - 31 Aug 2027People funded by this grant:
- Marzinelli E,
- Liu T,
- Williams S
- GRANTA sovereign Autonomous Underwater Vehicle capabilityDepartment of Education and Training (Federal)1 Jan 2024People funded by this grant:
- Toohey L,
- Shields J,
- Billings G,
- Parker KB,
- Williams S
- GRANTProject 4: Reach Robotics, Integrated high-fidelity 3D reconstruction and manipulation in marine environments (WIP)Australian Research Council (ARC)1 Jan 2023People funded by this grant:
- Williams S
- GRANTProject 7: Thales UWS - ARIAM Hub: ARC Industrial Transformation Research Hubs (ITRH)Australian Research Council (ARC)1 Jan 2023People funded by this grant:
- Williams S
- GRANTARC Research Hub in Intelligent Robotic Systems for Real-Time Asset ManagementAustralian Research Council (ARC)1 Nov 2022 - 30 Oct 2027People funded by this grant:
- Ila V,
- Dansereau DG,
- Kurniawati H,
- Dayoub F,
- Paradowska A
- GRANTHyperspectral Sea Floor MappingDepartment of Defence (Federal)1 Jan 2021People funded by this grant:
- Williams S
- GRANTWhopping Volta GPU Cluster Transforming Artificial Intelligence ResearchAustralian Research Council (ARC)1 Jan 2020 - 31 Dec 2021People funded by this grant:
- Williams S,
- Buyya R,
- Pagnucco M,
- Baldwin T,
- Nebot E
- GRANTAutomated Benthic Understanding with Multimodal ObservationsAustralian Research Council (ARC)1 Mar 2019 - 31 Dec 2022People funded by this grant:
- Pizarro O,
- Williams S
- GRANTAutonomous Underwater VehiclesDepartment of Industry, Science and Resources1 Jan 2019People funded by this grant:
- Williams S,
- Pizarro O
- GRANTClassification of Broadscale, Multi-resolution Visual Seafloor MosaicsDVC Research1 Jan 2017People funded by this grant:
- Pizarro O,
- Bryson M,
- Williams S
- GRANTSupervised autonomy for AUVs using limited bandwidth communication channelsAustralian Research Council (ARC)21 Jun 2016 - 31 Aug 2019People funded by this grant:
- Williams S,
- Pizarro O
- GRANTHigh Resolution Visual 3D Reconstructions for Rapid Archeological CharacterizationUniversity of Michigan1 Jun 2016People funded by this grant:
- Pizarro O,
- Williams S
- GRANTA Photometric Imaging Model for Mobile Underwater Camera DesignAustralian Research Council (ARC)1 Jan 2015 - 28 Feb 2019People funded by this grant:
- Roman C,
- Pizarro O,
- Schechner Y,
- Lumsdaine A,
- Williams S
- GRANTMobile annotation of benthic mosaicsUniversity of St Andrews1 Jan 2015People funded by this grant:
- Pizarro O,
- Williams S
- GRANTQuantification of coral reef habitat structural complexity and community composition in a changing ocean using 3D models.Great Barrier Reef Foundation1 Jan 2015People funded by this grant:
- Figueira W,
- Pizarro O,
- Byrne M,
- Williams S,
- Booth D
- GRANTHigh quality benthic and demersal surveys from small form factor underwater robotsAustralian Research Council (ARC)23 May 2014 - 1 May 2019People funded by this grant:
- Williams S,
- Edmunds MJ,
- Pizarro O
- GRANTEmploying a novel imaging technology, plenoptic cameras, in underwater robotic imagingDepartment of Education, Employment and Workplace Relations1 Apr 2014People funded by this grant:
- Dansereau DG,
- Williams S
- GRANTAutonomous Benthic Observing SystemAustralian Research Council (ARC)31 Jul 2013 - 31 Dec 2014People funded by this grant:
- Barrett N,
- Babcock R,
- Pizarro O,
- Jordan A,
- Williams S
- GRANTThe provision and deployment of Autonomous Underwater Vehicles to undertake navigated time series measurements of benthic habitatsDepartment of Industry, Science and Resources1 Jul 2013People funded by this grant:
- Williams S
- GRANTDevelopment of an industry-based habitat mapping/monitoring system.Department of Fisheries (WA)1 Jun 2013People funded by this grant:
- Pizarro O,
- Williams S