Pattern Recognition and Scene Analysis via Machine Learning. We plan to use kernel methods, a novel machine learning technique, for computer vision problems, such as scene analysis and real time object recognition. Such capabilities are relevant for the design of intelligent and adaptive systems, suitable for complex real world environments. Expected outcomes are the design of efficient statistical tools which take the special nature of visual data into account (structure, decomposition, prior ....Pattern Recognition and Scene Analysis via Machine Learning. We plan to use kernel methods, a novel machine learning technique, for computer vision problems, such as scene analysis and real time object recognition. Such capabilities are relevant for the design of intelligent and adaptive systems, suitable for complex real world environments. Expected outcomes are the design of efficient statistical tools which take the special nature of visual data into account (structure, decomposition, prior knowledge of physical environments, etc.) and combine the advantages of feature based high-level vision methods with low-level machine learning techniques.
This proposal is part of a joint IST project with partners from the European Union.Read moreRead less
Computer Vision Optimization Problems Using Machine Learning. Computer Vision concerns itself with understanding the world through the analysis of images obtained by a video or still camera. An important application is tracking of people in video and modelling their movements. This has evident applications in security, sport and entertainment. By enabling the computer to capture the motion of a subject in a video, we may detect suspicious activity in security, analyze the motion (golf-swing, ....Computer Vision Optimization Problems Using Machine Learning. Computer Vision concerns itself with understanding the world through the analysis of images obtained by a video or still camera. An important application is tracking of people in video and modelling their movements. This has evident applications in security, sport and entertainment. By enabling the computer to capture the motion of a subject in a video, we may detect suspicious activity in security, analyze the motion (golf-swing, diving style) of a sports-person, or capture the motion of an actor for animation or game applications. Development of a reliable technology requires new optimization techniques, which will place Australia at the forefront of the application of such research, commercially and for the public benefit.Read moreRead less
Generic Content-based News Picture Retrieval with Local Invariant Features. Image Retrieval searches for images from large databases whose visual content meets the requirements submitted by users. Besides directly benefiting the Partner Organization, this project will enable more efficient access to large picture repositories in news agencies and publishers, digital libraries and film archives. It will make public use of visual information much more convenient and economical. It will help securi ....Generic Content-based News Picture Retrieval with Local Invariant Features. Image Retrieval searches for images from large databases whose visual content meets the requirements submitted by users. Besides directly benefiting the Partner Organization, this project will enable more efficient access to large picture repositories in news agencies and publishers, digital libraries and film archives. It will make public use of visual information much more convenient and economical. It will help security officers to effortlessly and accurately find particular scenes from the images generated by a large closed-circuit TV networks. Also, the developed technology can be applied to tele-education and e-commerce. New algorithms developed in this project will benefit the Australian and world scientific communities.Read moreRead less
Novel Functional Testing For Early Diabetic Retinopathy
Funder
National Health and Medical Research Council
Funding Amount
$447,578.00
Summary
About 7.5% of Australians have diabetes and 62% of them will have signs of damage to their eyes within 6 years of diagnosis. Diabetes is 2 to 3 times more common amongst Aboriginal Australians. A group of researchers at the Australian National University are collaborating to bring a new test for the severity of diabetic eye disease to the market within 3 years. The objective is to provide doctors with a rapid, cost-effective tool to help them recognize sight-threatening damage and to assist in t ....About 7.5% of Australians have diabetes and 62% of them will have signs of damage to their eyes within 6 years of diagnosis. Diabetes is 2 to 3 times more common amongst Aboriginal Australians. A group of researchers at the Australian National University are collaborating to bring a new test for the severity of diabetic eye disease to the market within 3 years. The objective is to provide doctors with a rapid, cost-effective tool to help them recognize sight-threatening damage and to assist in treatment.Read moreRead less
Exploring Botanic Gardens Herbarium's value, via Environmental Aesthetics. . The project aims to aesthetically redefine engagement with the plant collection at Royal Botanic Gardens Herbarium (RBG) Sydney and to communicate its artistic, cultural and heritage value to the public through a Public Program of creative arts case studies. It's expected that new insights will arise from an environmental art methodology utilising the digitisation of the Herbarium specimens, so that audiences can intera ....Exploring Botanic Gardens Herbarium's value, via Environmental Aesthetics. . The project aims to aesthetically redefine engagement with the plant collection at Royal Botanic Gardens Herbarium (RBG) Sydney and to communicate its artistic, cultural and heritage value to the public through a Public Program of creative arts case studies. It's expected that new insights will arise from an environmental art methodology utilising the digitisation of the Herbarium specimens, so that audiences can interactively experience the plant archive through narratives that activate plants as underpinning ecosystems. Benefits to partners RBG, Bundanon Trust and Open Humanities Press will include the digital expansion of audience engagement with the Herbarium at RBG and Mt Annan and communication of collection’s significance.Read moreRead less
Engaging Visions: Configuring a model for cultural practitioners to assist catchment communities in addressing natural resource management issues. Communities need new approaches to complex natural resource management issues. To achieve environmentally sustainable practices society not only requires reliable information but also the motivation for its uptake. Configuring an effective model for cultural production and distribution will inspire innovative cultural practice and enhance community na ....Engaging Visions: Configuring a model for cultural practitioners to assist catchment communities in addressing natural resource management issues. Communities need new approaches to complex natural resource management issues. To achieve environmentally sustainable practices society not only requires reliable information but also the motivation for its uptake. Configuring an effective model for cultural production and distribution will inspire innovative cultural practice and enhance community natural resource management. The Project draws upon, and contributes to, the national and multi-State mandates of both Project partners. The Project, and the partner Investment Plan it will inform, contributes to National Priority 1, An Environmentally Sustainable Australia, and Priority Goal 1, Water - a critical resource.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0775489
Funder
Australian Research Council
Funding Amount
$300,000.00
Summary
Dictionary of Australian Artists Online, DAAO: public release version. The DAAO is already positioned as the sole system for the creation and discovery of research into art history in Australia. The DAAO will provide global exposure of Australian research and artists with tangible benefits both economically for cultural industries (including the art industry and tourism) and socially. It will also increase the breadth and depth of general knowledge of Australian art, contributing to the developm ....Dictionary of Australian Artists Online, DAAO: public release version. The DAAO is already positioned as the sole system for the creation and discovery of research into art history in Australia. The DAAO will provide global exposure of Australian research and artists with tangible benefits both economically for cultural industries (including the art industry and tourism) and socially. It will also increase the breadth and depth of general knowledge of Australian art, contributing to the development of national identity through the diversity and richness of Australia's visual cultures. Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0560738
Funder
Australian Research Council
Funding Amount
$475,000.00
Summary
DAAO The Dictionary of Australian Artists Online. This project seeks funding for the development of a blueprint for an authoritative Dictionary of Australian Artists Online (DAAO). Based on a conceptual framework originated by Joan Kerr in her Dictionary of Australian Artists, the DAAO integrates existing online research with information updated continuously by editorial amendment from new entries generated in scholarly research. Drawing upon the online publishing services, databases and existin ....DAAO The Dictionary of Australian Artists Online. This project seeks funding for the development of a blueprint for an authoritative Dictionary of Australian Artists Online (DAAO). Based on a conceptual framework originated by Joan Kerr in her Dictionary of Australian Artists, the DAAO integrates existing online research with information updated continuously by editorial amendment from new entries generated in scholarly research. Drawing upon the online publishing services, databases and existing archives of the National Library of Australia and the National Gallery of Australia the DAAO provides both a unique opportunity for scholarly contribution and a definitive source of open access information on Australian artists.Read moreRead less
The Internationalisation Of Charlie Chaplin's Tramp. This project is a cross-cultural and interdisciplinary study of the multifarious reincarnations of Charlie Chaplin's The Tramp across the world's film, theatre, television and advertising industries over the last nine decades. The project examines the appeal of Chaplin's Tramp in different languages and cultures, and the ways in which the figure has been adapted, translated, reconfigured and indigenised for local audiences and their individu ....The Internationalisation Of Charlie Chaplin's Tramp. This project is a cross-cultural and interdisciplinary study of the multifarious reincarnations of Charlie Chaplin's The Tramp across the world's film, theatre, television and advertising industries over the last nine decades. The project examines the appeal of Chaplin's Tramp in different languages and cultures, and the ways in which the figure has been adapted, translated, reconfigured and indigenised for local audiences and their individual contexts and traditions. The Internationalisation Of Chaplin's Tramp draws on theoretical perspectives and methodologies from screen studies, history, the visual arts, anthropology and cultural studies and the writing and production practices of documentary film.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