Optimal strategies for collaborative visual search. The ability of individual operators to search for and detect targets is a weak link in many military, medical, and industrial operations. Teams of operators, however, can perform well even when individuals do not. This project aims to investigate a promising new eye-tracking technique, gaze-linking, that helps searchers collaborate efficiently by allowing each to know where the other is looking. This research builds on mathematical models of in ....Optimal strategies for collaborative visual search. The ability of individual operators to search for and detect targets is a weak link in many military, medical, and industrial operations. Teams of operators, however, can perform well even when individuals do not. This project aims to investigate a promising new eye-tracking technique, gaze-linking, that helps searchers collaborate efficiently by allowing each to know where the other is looking. This research builds on mathematical models of information processing to identify strategies that optimise gaze-linked collaboration, and is expected to develop principles for training gaze-linked searchers. Gaze-linking offers a promising, and potentially economical, technique for improving human performance, increasing efficiency and safety in a variety of tasks.Read moreRead less
Protecting the Australian passport by developing face recognition training programs that effectively integrate human operators and machine systems. The security of the Australian passport is vital to the fight against crime and terrorism. This project will help detect identity fraud in passport applications by developing training programs drawing on the psychology of face processing to optimally combine human decision making with machine face recognition systems to maximise fraud detection.
Improving Productivity in Emergency Service Personnel. Emergency service personnel experience marked levels of lost productivity, absenteeism, early retirements, and compensation claims as a result of stress reactions. This project aims to improve productivity and reduce compensation costs in emergency service organisations by evaluating a program that reduces stress reactions and increases cognitive functioning in police, firefighters, and paramedics in NSW. An individual program will be admini ....Improving Productivity in Emergency Service Personnel. Emergency service personnel experience marked levels of lost productivity, absenteeism, early retirements, and compensation claims as a result of stress reactions. This project aims to improve productivity and reduce compensation costs in emergency service organisations by evaluating a program that reduces stress reactions and increases cognitive functioning in police, firefighters, and paramedics in NSW. An individual program will be administered to 120 emergency service personnel who have difficulty maintaining their work duties because of stress reactions. Expected outcomes will be reduction in absenteeism, improved productivity, and reduced costs to insurers.
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Managing the risks posed by Artificial General Intelligence. It is widely acknowledged that a failure to implement appropriate controls for the next generation of Artificial Intelligence, Artificial General Intelligence (AGI), could have catastrophic consequences, including in the worst case - the extinction of the human race. This research aims to forecast the risks associated with AGI systems and identify the controls required to ensure that risks and existential threats are minimised. The exp ....Managing the risks posed by Artificial General Intelligence. It is widely acknowledged that a failure to implement appropriate controls for the next generation of Artificial Intelligence, Artificial General Intelligence (AGI), could have catastrophic consequences, including in the worst case - the extinction of the human race. This research aims to forecast the risks associated with AGI systems and identify the controls required to ensure that risks and existential threats are minimised. The expected outputs will provide designers, organisations, regulators and governments with a framework to support the design, implementation, and management of safe and efficient AGI systems. This will ensure that the potential far-reaching benefits of AGI are realised without undue threat to society.Read moreRead less
Adapting Automation Transparency to Allow Accurate Use by Humans . The project will conduct the human factors research urgently required to discover how best to make automation in high-risk work settings more transparent and usable by humans. In safety-critical work contexts such as defence and aviation, automated decision aids improve human decision-making. Unfortunately however, catastrophic accidents have occurred because human operators have either not followed correct automated advice, or f ....Adapting Automation Transparency to Allow Accurate Use by Humans . The project will conduct the human factors research urgently required to discover how best to make automation in high-risk work settings more transparent and usable by humans. In safety-critical work contexts such as defence and aviation, automated decision aids improve human decision-making. Unfortunately however, catastrophic accidents have occurred because human operators have either not followed correct automated advice, or followed incorrect automated advice. A series of human factors studies using unmanned vehicle control, air traffic control, and submarine track management tasks (including testing experts in field settings) will discover how best to design transparent automation that can be safely and efficiently used by humans.Read moreRead less
Faces in context: A new ecological paradigm for person identification. Accurate face recognition is critical to normal social functioning of individuals and identity management processes that underpin a secure and fair Australia. Current understanding is based on tests that do not capture the rich context surrounding person identification in daily life. This project aims to introduce new methods for observing person identification in daily life and real-world tasks that are critical to border se ....Faces in context: A new ecological paradigm for person identification. Accurate face recognition is critical to normal social functioning of individuals and identity management processes that underpin a secure and fair Australia. Current understanding is based on tests that do not capture the rich context surrounding person identification in daily life. This project aims to introduce new methods for observing person identification in daily life and real-world tasks that are critical to border security, criminal investigations and the justice system. Expected outcomes include an integrated framework for person identification describing the cognitive mechanisms that link faces to surrounding visual context and the viewer’s background knowledge. Benefits in forensic, security and legal settings are expected.Read moreRead less
Towards optimal face identification systems. This project aims to improve face identification accuracy at a system level. Reliable face identification is critical in security, police and judicial processes. The project will inform policy in the recruitment, training and workflow design underpinning the secure issuance of Australian passports. Expected outcomes of the project will include social and economic gains such as improved efficiency and reliability of key government services. The knowled ....Towards optimal face identification systems. This project aims to improve face identification accuracy at a system level. Reliable face identification is critical in security, police and judicial processes. The project will inform policy in the recruitment, training and workflow design underpinning the secure issuance of Australian passports. Expected outcomes of the project will include social and economic gains such as improved efficiency and reliability of key government services. The knowledge gained as a result of the project in perceptual and cognitive processes will strengthen legal systems and national security by minimising the risk of identification errors in critical roles.Read moreRead less
Face-space: linking three-dimensional shape and human perception across changing viewing conditions. People, and increasingly machines, use faces to identify and interact with people. One source of information available for this is the three-dimensional (3D) shape of the face. This information, unlike a photograph, does not change with lighting and viewpoint. This project will link measurements of face shape to the perceived similarities and differences between faces we use to make decisions. ....Face-space: linking three-dimensional shape and human perception across changing viewing conditions. People, and increasingly machines, use faces to identify and interact with people. One source of information available for this is the three-dimensional (3D) shape of the face. This information, unlike a photograph, does not change with lighting and viewpoint. This project will link measurements of face shape to the perceived similarities and differences between faces we use to make decisions. This will facilitate the use of 3D databases in diverse applications including establishing identity, making facial reconstructions of victims of crime or disaster, making databases searchable, computer animation, archaeology, and plastic surgery. In particular the work will make physical databases relevant to human perception. Read moreRead less
Measuring and modelling the childhood determinants of human capital formation and human capability expansion. This project aims to address significant gaps in the data infrastructure needed to advance Australian's current human capital reform agenda. It will draw on existing population and longitudinal datasets and collect specific community and family data to analyse how the social, economic and ecological contexts of child development enable life-course outcomes in health and human capability ....Measuring and modelling the childhood determinants of human capital formation and human capability expansion. This project aims to address significant gaps in the data infrastructure needed to advance Australian's current human capital reform agenda. It will draw on existing population and longitudinal datasets and collect specific community and family data to analyse how the social, economic and ecological contexts of child development enable life-course outcomes in health and human capability. Existing human capital measures will be refined to develop data standards to support the monitoring of the reform agenda. New modelling techniques to predict patterns of economic, civic and social participation in individuals and populations will also be developed and tested.Read moreRead less
Information sampling in superior face identifiers. This project aims to develop a theoretical understanding of perceptual processing that gives rise to the skill of face identification. The project intends to use innovative eye-tracking methods in order to pinpoint the visual information used by superior face identifiers, and capture qualitative differences in their visual processing. Expected outcomes include data-driven training and recruitment methods that can improve performance of professio ....Information sampling in superior face identifiers. This project aims to develop a theoretical understanding of perceptual processing that gives rise to the skill of face identification. The project intends to use innovative eye-tracking methods in order to pinpoint the visual information used by superior face identifiers, and capture qualitative differences in their visual processing. Expected outcomes include data-driven training and recruitment methods that can improve performance of professional face identification experts. Intended benefits include improved efficiency and reliability in identity verification processes, legal guidelines for interpreting identification evidence in court and training interventions for people with acquired and developmental impairments in face processing ability.Read moreRead less