Statistical Methods of Model Fitting and Segmentation in Computer Vision. Electronic sensors such as cameras and lasers can provide a rich source of information about the position, shape, and motion of objects around us. However, to extract this information in a reliable, automatic, and accurate way requires a sophisticated statistical theory of the process. Example applications include: video surveillance (better automatic detection of moving people and vehicles and of characterising what those ....Statistical Methods of Model Fitting and Segmentation in Computer Vision. Electronic sensors such as cameras and lasers can provide a rich source of information about the position, shape, and motion of objects around us. However, to extract this information in a reliable, automatic, and accurate way requires a sophisticated statistical theory of the process. Example applications include: video surveillance (better automatic detection of moving people and vehicles and of characterising what those people and vehicles are doing), industrial prototyping and inspection (measuring the size and shape of objects), urban planning (laser scanning streetscapes to create computer models of cities), entertainment industry (movie special effects and games), etc. Read moreRead less
Urban cultural policy and the changing dynamics of cultural production. This project aims to identify new directions for urban cultural policy by conducting international comparative research around the emerging nexus between the cultural industries and manufacturing. Policies that govern Australia’s cultural economy focus predominately on cultural consumption. This approach does not account for the changing dynamics of the cultural economy, particularly the emergent relationships with a complex ....Urban cultural policy and the changing dynamics of cultural production. This project aims to identify new directions for urban cultural policy by conducting international comparative research around the emerging nexus between the cultural industries and manufacturing. Policies that govern Australia’s cultural economy focus predominately on cultural consumption. This approach does not account for the changing dynamics of the cultural economy, particularly the emergent relationships with a complex urban manufacturing sector. As a result, many innovation, employment and urban development opportunities around cultural production are unrealised. The results of the project are expected to yield insights into urban industry dynamics and change how Australians conceptualise urban cultural policy.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE140100120
Funder
Australian Research Council
Funding Amount
$190,000.00
Summary
Design & Art Australia Online Research Tool: enabling next generation e-Research in Australia's visual and design cultures. Design and art Australia online research tool: enabling next generation e-Research in Australia's visual and design cultures: This project builds on the recent and highly successful transformation of Design and Art Australia Online (DAAO). As DAAO increases its information base through its automated harvest facilities (LIEF2012) and draws more active engagement from researc ....Design & Art Australia Online Research Tool: enabling next generation e-Research in Australia's visual and design cultures. Design and art Australia online research tool: enabling next generation e-Research in Australia's visual and design cultures: This project builds on the recent and highly successful transformation of Design and Art Australia Online (DAAO). As DAAO increases its information base through its automated harvest facilities (LIEF2012) and draws more active engagement from researchers, new demands are being placed on the facility. Modifications are required to enhance the capabilities of researchers to expand the scope of research facilities offered. This project will refine schema and mappings of events and works to better match researcher queries and enabling data repurposing for visualisation; automate linking facility between established entity links; and develop researcher collaboration functionalities.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE120100056
Funder
Australian Research Council
Funding Amount
$240,000.00
Summary
Design and Art Australia Online: Sustainable data sharing for Australian researchers and collections. This project will produce a comprehensive and authorative research facility of national and international signi?cance. The enhanced Design and Art Australia Online facility will provide crucial information pertaining to Australia’s art and design heritage that will be open for researchers of all levels, from school students through to higher-education researchers.
Visual tracking with environmental constraints. By incorporating high level scene understanding into visual tracking, this project will improve the capacity to monitor and analyse complex patterns of activity in video. This has many applications in public safety and security, but the project will demonstrate it on the challenging task of tracking players during an Australian Football League (AFL) game to gather statistics on their performance.
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE160100090
Funder
Australian Research Council
Funding Amount
$250,000.00
Summary
Computational infrastructure for developing deep machine learning models. Computational infrastructure for developing deep machine learning models:
The computational infrastructure for developing deep machine learning models aims to enable new developments in machine learning of deep neural network models by providing the specialised computing necessary to train and evaluate the networks. In the last three years, deep networks have smashed previous performance ceilings for tasks such as object ....Computational infrastructure for developing deep machine learning models. Computational infrastructure for developing deep machine learning models:
The computational infrastructure for developing deep machine learning models aims to enable new developments in machine learning of deep neural network models by providing the specialised computing necessary to train and evaluate the networks. In the last three years, deep networks have smashed previous performance ceilings for tasks such as object recognition in images, speech recognition and automatic translation, bringing the prospect of machine intelligence closer than ever. Modern machine learning techniques have had huge impact in the last decade in fields such as robotics, computer vision and data analytics. The facility would enable Australian researchers to develop, learn and apply deep networks to problems of national importance in robotic vision and big data analytics. Read moreRead less
Using 3D printing to improve access to graphics by vision-impaired people. This project aims to investigate the possible benefits of 3D printing for production of accessible materials for vision-impaired people. Currently tactile graphics are used to provide severely vision-impaired adults and children with access to graphical content used in education and in orientation and mobility training. This project is expected to clarify the kinds of graphics for which 3D prints are better suited than ta ....Using 3D printing to improve access to graphics by vision-impaired people. This project aims to investigate the possible benefits of 3D printing for production of accessible materials for vision-impaired people. Currently tactile graphics are used to provide severely vision-impaired adults and children with access to graphical content used in education and in orientation and mobility training. This project is expected to clarify the kinds of graphics for which 3D prints are better suited than tactile graphics, and to build capacity within the national accessible format provision sector for the production and use of 3D prints. Benefits will include increased educational opportunities and quality of life for Australians with severe vision impairment, through improved access to graphic materials used in education and orientation and mobility training.
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ARC Centre of Excellence for Robotic Vision. Robots are vital to Australia's future prosperity in the face of high relative wages, low or decreasing productivity, and impending labour shortages. However the work and workplaces of our most important industries are unstructured and changeable and current robots are challenged by their inability to quickly, safely and reliably "see" and "understand" what is around them. The Centre's research will create the fundamental science and technologies th ....ARC Centre of Excellence for Robotic Vision. Robots are vital to Australia's future prosperity in the face of high relative wages, low or decreasing productivity, and impending labour shortages. However the work and workplaces of our most important industries are unstructured and changeable and current robots are challenged by their inability to quickly, safely and reliably "see" and "understand" what is around them. The Centre's research will create the fundamental science and technologies that will allow robots to see as we do, and overcome the last barrier to the ubiquitous deployment of robots into society for the benefit of all.Read moreRead less
Visual tracking of multiple objects: A stochastic geometrical approach. Reliable real-time visual multiple-object tracking techniques will open up new applications that enhance the quality of life such as driving safety, traffic monitoring, home security, security and surveillance of public facilities. These new applications have huge commercial potentials, and the technology developed from this project will provide the catalyst for vibrant new industries to grow. In addition, the expertise deve ....Visual tracking of multiple objects: A stochastic geometrical approach. Reliable real-time visual multiple-object tracking techniques will open up new applications that enhance the quality of life such as driving safety, traffic monitoring, home security, security and surveillance of public facilities. These new applications have huge commercial potentials, and the technology developed from this project will provide the catalyst for vibrant new industries to grow. In addition, the expertise developed from the project will provide a competitive edge for Australian industries in aerospace, oceanography, robotics, remote sensing, and biomedical engineering. Read moreRead less