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.
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
Detecting identity fraud in passport applications: Improving human operator performance through better understanding of unfamiliar face processing. The passport is a vital link in the defence of Australia against terrorism and crime. In this project researchers will work with the Department of Foreign Affairs and Trade to improve the ability of staff to detect identity fraud in passport applications, thus helping to protect the integrity of the Australian passport as a trusted identity document.
Solving the passport problem: re-designing photo-ID to improve recognition. We aim to contribute to national security and crime prevention by increasing the accuracy with which security staff can check the validity of photo-ID documents such as passports. Research shows that it is surprisingly difficult to determine if the image on a photo-ID document is of the bearer, and as a result it is likely that fraudulent use of photo-ID documents sometimes goes undetected. Our novel approach is to use ....Solving the passport problem: re-designing photo-ID to improve recognition. We aim to contribute to national security and crime prevention by increasing the accuracy with which security staff can check the validity of photo-ID documents such as passports. Research shows that it is surprisingly difficult to determine if the image on a photo-ID document is of the bearer, and as a result it is likely that fraudulent use of photo-ID documents sometimes goes undetected. Our novel approach is to use our knowledge of unfamiliar face perception to develop new image formats for photo-ID documents which increase the accuracy with which security staff can detect identity fraud.Read moreRead less