Producing 3D video sequences from 2D input video. The project will develop new methods for extracting 3D information from existing films so that they may be used with 3D television monitors marketed by the industrial partner, Dynamic Digital Depth. The 3D representation will allow existing video material such as existing films, TV programs and news video to be viewed in 3D on a suitable 3D TV monitor. This will give a boost to the acceptance of 3D television and film as a preferred medium. Ex ....Producing 3D video sequences from 2D input video. The project will develop new methods for extracting 3D information from existing films so that they may be used with 3D television monitors marketed by the industrial partner, Dynamic Digital Depth. The 3D representation will allow existing video material such as existing films, TV programs and news video to be viewed in 3D on a suitable 3D TV monitor. This will give a boost to the acceptance of 3D television and film as a preferred medium. Expected outcome is a software system that will speed the conversion of 2D video to a 3D representation through automatic and interactive analysis techniques.Read moreRead less
Semantic Vectorisation: From Bitmaps to Intelligent Representations. The objective of this innovative project is to provide a solution to the open question of representing natural images by semantically rich vector graphics. The challenges are to identify key visual and temporal elements for images and videos, and efficiently decompose the visual data into semantic vector representations that are faithful to original data, compact and editable. The project aims to investigate new bitmap-to-vecto ....Semantic Vectorisation: From Bitmaps to Intelligent Representations. The objective of this innovative project is to provide a solution to the open question of representing natural images by semantically rich vector graphics. The challenges are to identify key visual and temporal elements for images and videos, and efficiently decompose the visual data into semantic vector representations that are faithful to original data, compact and editable. The project aims to investigate new bitmap-to-vector conversion methods. It is expected to develop a framework where semantic labels and hyperlinks can be embedded in visual data automatically. It hopes to pioneer the creation of a web of images where the links are on image/video regions. New image simplification, stylisation, and non-photorealistic rendering methods are expected to be provided.Read moreRead less
Advancing Medical Image Analysis through High Performance Heterogeneous Computing, Numerical Simulation, and Novel Human Computer Interfaces. This project will link Australian researchers with a major multi-national IT company. The engagement of world-class personnel from Microsoft will provide unprecedented opportunities for graduate students to experience research in both an academic and an industrial setting. The participation of Microsoft product division offers the potential to transform th ....Advancing Medical Image Analysis through High Performance Heterogeneous Computing, Numerical Simulation, and Novel Human Computer Interfaces. This project will link Australian researchers with a major multi-national IT company. The engagement of world-class personnel from Microsoft will provide unprecedented opportunities for graduate students to experience research in both an academic and an industrial setting. The participation of Microsoft product division offers the potential to transform the outcomes of this project into widely-used software solutions. The project will pave the way for more widespread and reliable evidenced-based computer-aided diagnosis and image-guided treatment. It will produce well-trained and sought-after graduates and research associates with extensive inter-disciplinary knowledge of medical image analysis and high-performance computing.Read moreRead less
A new theory of Aboriginal art. The paradigms developed by scholars have a huge impact on the value of art. After the Australian artworld repositioned Aboriginal art from the frame of 'primitive art' to that of contemporary art, the price of and market for Aboriginal art increased enormously. However, Aboriginal art failed to penetrate the international contemporary artworld because the paradigms of contemporary art within which it was framed were outmoded. Through examining the production of Ab ....A new theory of Aboriginal art. The paradigms developed by scholars have a huge impact on the value of art. After the Australian artworld repositioned Aboriginal art from the frame of 'primitive art' to that of contemporary art, the price of and market for Aboriginal art increased enormously. However, Aboriginal art failed to penetrate the international contemporary artworld because the paradigms of contemporary art within which it was framed were outmoded. Through examining the production of Aboriginal art from the perspectives of its producers and recent globalised contemporary art practices, this project aims to develop a new theory of Aboriginal art that is more aligned with the thinking of current curators who set the agenda at the upper end of the market.Read moreRead less
Curating Photography in the Age of Photo Sharing. This project aims to develop new curatorial models to enable Australian art galleries to respond effectively to changes in the medium of photography wrought by digital technologies. By conducting the first comprehensive analysis of nearly five decades of Australian photography curating and comparing it to curatorial approaches in related institutions locally and internationally, the project seeks to: identify the crucial role of photography exhib ....Curating Photography in the Age of Photo Sharing. This project aims to develop new curatorial models to enable Australian art galleries to respond effectively to changes in the medium of photography wrought by digital technologies. By conducting the first comprehensive analysis of nearly five decades of Australian photography curating and comparing it to curatorial approaches in related institutions locally and internationally, the project seeks to: identify the crucial role of photography exhibitions in the shaping of Australian visual culture; and develop opportunities for curators to better engage with the current proliferation of images, including new forms and practices of photography enabled by the Internet.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE150100081
Funder
Australian Research Council
Funding Amount
$220,000.00
Summary
DomeLab: an ultra-high resolution experimental fulldome. DomeLab - an ultra-high resolution experimental fulldome: This project will establish the first ultra-high resolution (4000 x 4000 pixels) experimental fulldome in Australia (DomeLab). This fulldome facility will provide a powerful immersive dome-based video projection environment. Partners will work collaboratively across three themes: interactive media, future museology and experimental humanities. Through the national research services ....DomeLab: an ultra-high resolution experimental fulldome. DomeLab - an ultra-high resolution experimental fulldome: This project will establish the first ultra-high resolution (4000 x 4000 pixels) experimental fulldome in Australia (DomeLab). This fulldome facility will provide a powerful immersive dome-based video projection environment. Partners will work collaboratively across three themes: interactive media, future museology and experimental humanities. Through the national research services AARNet and Intersect's research data storage infrastructure, DomeLab will extend pioneering research in aesthetic frameworks and frontier technologies to benefit artistic, cultural, museological and humanities researchers. DomeLab is designed as a touring system and will be installed throughout the country at leading institutions. Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0347131
Funder
Australian Research Council
Funding Amount
$115,490.00
Summary
Intelligent Computer System to Access Information Directly from the Brain Using High Resolution Electroencephalography and Repetitive Transcranial Magnetic Stimulation. The ambitious aim of this project is to create a novel intelligent computer system which accesss information from the brain. To do this we use repetitive Transcranial Magnetic Stimulation and high resolution Electroencephalography.
MemberGuard: Protecting Machine Learning Privacy from Membership Inference. Machine Learning has become a core part of many real-world applications. However, machine learning models are vulnerable to membership inference attacks. In these attacks, an adversary can infer if a given data record has been part of the model's training data. In this project, the team aims to develop new techniques that can be used to counter these attacks, such as 1) new analytical models for membership leakage, 2) ne ....MemberGuard: Protecting Machine Learning Privacy from Membership Inference. Machine Learning has become a core part of many real-world applications. However, machine learning models are vulnerable to membership inference attacks. In these attacks, an adversary can infer if a given data record has been part of the model's training data. In this project, the team aims to develop new techniques that can be used to counter these attacks, such as 1) new analytical models for membership leakage, 2) new methods for susceptibility diagnosis, 3) new defences that leverage privacy and utility. Data-oriented services are estimated to be valuable assets in the future. These techniques can help Australia gain cutting edge advantage in machine learning security and privacy and protect its intellectual property on these services.Read moreRead less
The Role of the Creative Arts in Regional Australia: A Social Impact Model. This project will address the challenge to effectively target regional arts funding to programs and activities that build capacity and have lasting impact for end-users. It delivers a framework for evaluating the arts, to argue for the arts to be included in a broader understanding of community and national wellbeing and success. This framework will position Australia as an international leader in articulating and respon ....The Role of the Creative Arts in Regional Australia: A Social Impact Model. This project will address the challenge to effectively target regional arts funding to programs and activities that build capacity and have lasting impact for end-users. It delivers a framework for evaluating the arts, to argue for the arts to be included in a broader understanding of community and national wellbeing and success. This framework will position Australia as an international leader in articulating and responding to the social impact of the arts. The research field sites have been chosen in consultation with our partners as communities whose capacity and challenges are reflected throughout much of regional Australia.Read moreRead less
Micro Virtual Machines: Abstraction, contained. This project will address a systemic source of inefficiency in widely used software which leads to many programs running as much as ten times slower and using considerably more energy than necessary, shortening battery life on mobile phones and increasing costs for large server farms. This inefficiency is endemic because it is due to the underlying languages rather than the particular software. This project will address this problem by developing a ....Micro Virtual Machines: Abstraction, contained. This project will address a systemic source of inefficiency in widely used software which leads to many programs running as much as ten times slower and using considerably more energy than necessary, shortening battery life on mobile phones and increasing costs for large server farms. This inefficiency is endemic because it is due to the underlying languages rather than the particular software. This project will address this problem by developing a high efficiency substrate, called a micro virtual machine, on which languages may be built.Read moreRead less