The effect of cochlear implants on cognitive decline in ageing Australians. This project aims to investigate the impact of cochlear implants on cognitive function in elderly people with deafness. Deafness has been found to be independently associated with a 30–40 per cent accelerated rate of cognitive decline in elderly adults. There is currently no effective treatment for cognitive decline. The intended outcomes of this observational study will help us to understand the biological process of co ....The effect of cochlear implants on cognitive decline in ageing Australians. This project aims to investigate the impact of cochlear implants on cognitive function in elderly people with deafness. Deafness has been found to be independently associated with a 30–40 per cent accelerated rate of cognitive decline in elderly adults. There is currently no effective treatment for cognitive decline. The intended outcomes of this observational study will help us to understand the biological process of cognitive decline, whether hearing loss is causal, and whether the process can be altered. These findings should be applicable to all individuals with hearing loss. If cochlear implants delay cognitive decline, this would significantly affect policy, quality of life for the elderly, and the cost to society.Read moreRead less
Creating perceptual experts in Australia's policing and security agencies. This project aims to create the next generation of experts in Australia’s policing and national security agencies, by improving crime scene evidence interpretation. Agencies are under pressure to develop more rigorous training practices that go beyond mere intuition and tradition. This project will use a novel approach that directs learning toward the most diagnostic perceptual cues. Expected outcomes include a solid empi ....Creating perceptual experts in Australia's policing and security agencies. This project aims to create the next generation of experts in Australia’s policing and national security agencies, by improving crime scene evidence interpretation. Agencies are under pressure to develop more rigorous training practices that go beyond mere intuition and tradition. This project will use a novel approach that directs learning toward the most diagnostic perceptual cues. Expected outcomes include a solid empirical basis for national training programs designed to create experts that are accurate, reliable, and continuously improving. Improving the training of experts will ensure the integrity of forensics as evidentiary tools available to police, lead to more reliable courtroom convictions and help safeguard Australia from terrorism and crime.Read moreRead less
Reducing fire deaths - a new approach to smoke alarms. Disturbingly, those most at risk of dying in residential fires are also least likely to awaken to the current smoke alarm signal, now mandatory in Australian residences. This project will develop a new alarm (using Gibsonian, naturalistic sounds and/or a voice signal) and compare its waking efficacy with the current smoke alarm. Testing will involve three vulnerable groups; sleep deprived young adults, children and alcohol intoxicated. The r ....Reducing fire deaths - a new approach to smoke alarms. Disturbingly, those most at risk of dying in residential fires are also least likely to awaken to the current smoke alarm signal, now mandatory in Australian residences. This project will develop a new alarm (using Gibsonian, naturalistic sounds and/or a voice signal) and compare its waking efficacy with the current smoke alarm. Testing will involve three vulnerable groups; sleep deprived young adults, children and alcohol intoxicated. The research is innovative with important implications for community public safety, the national and international smoke alarm industry, performance based models of building safety and our theoretical understanding of cognitive processing during sleep.Read moreRead less
Cognitive Cue Analysis: Seeing the Unseen in Human Performance. The aim of this project is to examine a radically new approach to the assessment of pilots. We have created a new theoretical model that links the way in which cues are accessed to the application of various skills including decision-making. In validating this model, our objective is to develop a tool that will assist the evaluation of particular skills in a wide range of environments, including aviation. This significance of this p ....Cognitive Cue Analysis: Seeing the Unseen in Human Performance. The aim of this project is to examine a radically new approach to the assessment of pilots. We have created a new theoretical model that links the way in which cues are accessed to the application of various skills including decision-making. In validating this model, our objective is to develop a tool that will assist the evaluation of particular skills in a wide range of environments, including aviation. This significance of this project lies in the development of an innovative model of the relationship between between cues and the application of skills. We expect that the outcomes of this project will lead to much more efficient and accurate assessments of performance, and the opportunity to target particular skills. This will lead to savings for training organisations and increased safety in transportation industries.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.
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
Bio-inspired camouflage to prevent shark attacks on surfers. Bio-inspired camouflage to prevent shark attacks on surfers. This project aims to develop a new shark deterrent technology to protect surfers and paddlers. Shark attacks are physically and emotionally devastating for the victims, and make the community disproportionately afraid. Surfers are at most risk of attack, but current surfboard-mounted deterrents are ineffective and not widely used. This project will build on the recent discove ....Bio-inspired camouflage to prevent shark attacks on surfers. Bio-inspired camouflage to prevent shark attacks on surfers. This project aims to develop a new shark deterrent technology to protect surfers and paddlers. Shark attacks are physically and emotionally devastating for the victims, and make the community disproportionately afraid. Surfers are at most risk of attack, but current surfboard-mounted deterrents are ineffective and not widely used. This project will build on the recent discovery that white sharks do not attack counter-illuminated (light emitting) seal-shaped decoys, and use new information about shark vision to understand why this ‘camouflage’ is so successful. This will also help to protect threatened shark species by reducing reliance on culling programs to keep people safe in the water.Read moreRead less
Improved seasonal rainfall prediction for grain growers using farm level data and novel modelling. Successful grain production, a key export commodity for Australia, depends heavily on reliable seasonal forecasts. However, the highly variable climate means that for Australia’s 25,000 grain growers current forecasts lack detail in space and time. Using a combination of fuzzy classification and artificial neural networks, this project will develop a locally detailed continuously updating data-driv ....Improved seasonal rainfall prediction for grain growers using farm level data and novel modelling. Successful grain production, a key export commodity for Australia, depends heavily on reliable seasonal forecasts. However, the highly variable climate means that for Australia’s 25,000 grain growers current forecasts lack detail in space and time. Using a combination of fuzzy classification and artificial neural networks, this project will develop a locally detailed continuously updating data-driven seasonal forecast system using high density climate data from the 17,000 Grain Growers Association members and climate drivers such as sea surface temperature from the Bureau of Meteorology. After validation against observed data, the forecasts will be delivered via a web-based portal to users.Read moreRead less
Performance Practice in New Interfaces for Realtime Electronic Music Performance. Results will be reported at national and international conferences both academic and commercial. Manuscripts will be prepared for submission to international refereed scholarly journals. Articles for rapid communication to a popular and commercial audience in areas of music technology, electronic arts, HCI and IT will also be prepared.
Cues as catalysts for skilled performance: identifying a mechanism to improve design, training, and selection in high technology control environments. This project will test a new model of expert diagnosis in high-technology environments such as power system control. By understanding skilled diagnosis, the project can inform selection, training, and the design of new interfaces to improve efficiency and prevent failures across a number of different environments in which skilled diagnosis is nece ....Cues as catalysts for skilled performance: identifying a mechanism to improve design, training, and selection in high technology control environments. This project will test a new model of expert diagnosis in high-technology environments such as power system control. By understanding skilled diagnosis, the project can inform selection, training, and the design of new interfaces to improve efficiency and prevent failures across a number of different environments in which skilled diagnosis is necessary.Read moreRead less