Methodologies for face recognition under varying imaging conditions. Face recognition systems are heavily dependent on the nature of the input to the system. Variability in appearance due to changes in illumination, expression, pose, etc. can reduce the recognition results of the existing systems. The aim of this project is to develop new techniques to improve the recognition accuracy in natural environment where unwanted image variations exist. The development of such techniques will be of grea ....Methodologies for face recognition under varying imaging conditions. Face recognition systems are heavily dependent on the nature of the input to the system. Variability in appearance due to changes in illumination, expression, pose, etc. can reduce the recognition results of the existing systems. The aim of this project is to develop new techniques to improve the recognition accuracy in natural environment where unwanted image variations exist. The development of such techniques will be of great importance to Australia's security and safety. The outcome of this research will provide the first steps towards formulating the next generation recognition systems that will improve the suitability of the face recognition for use in security, surveillance, intelligent robotics, banking, and smart environments.Read moreRead less
Checking the validity of photographic identification documents: Enhancing the performance of security personnel through increased understanding of unfamiliar face processing. The ability to accurately establish the identity of an individual is central to the national security of Australia. Identity checking often relies on facial photographs contained on passports and other documents. Despite the introduction of automated systems, the decision whether a photograph is of a person rests with human ....Checking the validity of photographic identification documents: Enhancing the performance of security personnel through increased understanding of unfamiliar face processing. The ability to accurately establish the identity of an individual is central to the national security of Australia. Identity checking often relies on facial photographs contained on passports and other documents. Despite the introduction of automated systems, the decision whether a photograph is of a person rests with human operators. Research by CI has demonstrated that this task is difficult and error prone. The proposed research seeks to improve performance by developing a fuller understanding of the nature of the task and the limits of the operators' abilities and by testing possible training and selection procedures.Read moreRead less
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