Industrial Transformation Training Centres - Grant ID: IC130100011
Funder
Australian Research Council
Funding Amount
$2,695,000.00
Summary
Agents of change: transforming the food industry for Australia, Asia and beyond. Agents of change: transforming the food industry for Australia, Asia and beyond. This Training Centre will train a cohort of innovation scientists who will facilitate transformation of the Australian food industry. This will include manufacturing, processing and value chain analysis, and take advantage of opportunities for Australia to meet the demand for safe, healthy and high quality foods and retail-ready ingredi ....Agents of change: transforming the food industry for Australia, Asia and beyond. Agents of change: transforming the food industry for Australia, Asia and beyond. This Training Centre will train a cohort of innovation scientists who will facilitate transformation of the Australian food industry. This will include manufacturing, processing and value chain analysis, and take advantage of opportunities for Australia to meet the demand for safe, healthy and high quality foods and retail-ready ingredients in the Asian century.Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC140100027
Funder
Australian Research Council
Funding Amount
$2,150,000.00
Summary
ARC Training Centre for Functional Grains. ARC Training Centre for Functional Grains. The Training Centre aims to improve the profitability of the Australian grains industry. It plans to achieve this by adding value to rice, canola and pulses through: the development of a better understanding of market opportunities; improving storage technologies; the development of products which improve returns to the industry and result in better health outcomes for consumers; and improving processing method ....ARC Training Centre for Functional Grains. ARC Training Centre for Functional Grains. The Training Centre aims to improve the profitability of the Australian grains industry. It plans to achieve this by adding value to rice, canola and pulses through: the development of a better understanding of market opportunities; improving storage technologies; the development of products which improve returns to the industry and result in better health outcomes for consumers; and improving processing methods to generate these products.Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC160100025
Funder
Australian Research Council
Funding Amount
$2,259,000.00
Summary
ARC Training Centre in Food Safety in the Fresh Produce Industry. ARC Training Centre in Food Safety in the Fresh Produce Industry. This centre aims to create an innovation platform of food safety researchers and industry personnel who can significantly advance the safety of fruit and vegetables in Australia. The intended outcomes are safer food, leading to enhanced health and wellbeing; industry growth in the food/agribusiness sector; enhanced trust and international reputation; and increased a ....ARC Training Centre in Food Safety in the Fresh Produce Industry. ARC Training Centre in Food Safety in the Fresh Produce Industry. This centre aims to create an innovation platform of food safety researchers and industry personnel who can significantly advance the safety of fruit and vegetables in Australia. The intended outcomes are safer food, leading to enhanced health and wellbeing; industry growth in the food/agribusiness sector; enhanced trust and international reputation; and increased access to growing export markets. Intended benefits to industry are ready-to-use technologies for strengthened food safety, and a new generation of highly-skilled food safety scientists with experience in conducting industry-focused research.Read moreRead less
Solve it or Ignore it? The Challenge of Alignment Distortion and Creating Next Generation Automatic Facial Expression Detection. The last two decades have seen an escalating interest in automating the coding of facial expressions. Despite this keen interest, the promise of computer vision systems to accurately code facial expressions in natural circumstances remains elusive. Our interdisciplinary team will research a new paradigm to account for facial alignment distortion directly rather than ai ....Solve it or Ignore it? The Challenge of Alignment Distortion and Creating Next Generation Automatic Facial Expression Detection. The last two decades have seen an escalating interest in automating the coding of facial expressions. Despite this keen interest, the promise of computer vision systems to accurately code facial expressions in natural circumstances remains elusive. Our interdisciplinary team will research a new paradigm to account for facial alignment distortion directly rather than aiming to achieve invariance to it. The project will also research new data agnostic feature compaction capabilities to enable scalable learning on the world’s largest and challenging expression dataset available to us through international collaboration. Tackling these two major open problems will make accurate coding of facial expressions in natural environments achievable.Read moreRead less
Developing key vision technology for automation of aquaculture factory. This project aims to investigate structural, coloured textural, and hyperspectral analysis approaches to achieve automated lobster molt-cycle staging and classification to the level required for commercial production. High labour cost, water contamination, and disease transmission are major barriers in Australian bay lobster aquaculture inhibiting its large scale production. Automation of the production process and reducing ....Developing key vision technology for automation of aquaculture factory. This project aims to investigate structural, coloured textural, and hyperspectral analysis approaches to achieve automated lobster molt-cycle staging and classification to the level required for commercial production. High labour cost, water contamination, and disease transmission are major barriers in Australian bay lobster aquaculture inhibiting its large scale production. Automation of the production process and reducing the human contact with animals are of high priority in the development of this Australian-led emerging industry. The project aims to develop technology to bring this world- first aquaculture factory to large scale production, and create new export opportunities for lobsters and production systems.Read moreRead less
ARC Centre of Excellence in Plants for Space. ARC Centre of Excellence in Plants for Space. This Centre aims to create on-demand, zero-waste, high-efficiency plants and plant products to address grand challenges in sustainability for Space and on Earth. Significant advances in plant, food, and sensory science; process and systems engineering; law and policy; and psychology are expected to deliver transformative solutions for Space habitation – and create enhanced plant-derived food and bioresour ....ARC Centre of Excellence in Plants for Space. ARC Centre of Excellence in Plants for Space. This Centre aims to create on-demand, zero-waste, high-efficiency plants and plant products to address grand challenges in sustainability for Space and on Earth. Significant advances in plant, food, and sensory science; process and systems engineering; law and policy; and psychology are expected to deliver transformative solutions for Space habitation – and create enhanced plant-derived food and bioresources to capitalise upon emergent and rapidly expanding domestic and global markets. Anticipated outcomes include industry uptake of innovative plant forms, foods, technologies, and commodities; and an ambitious education and international co-ordination agenda to position Australia as a global leader in research supporting Space habitation.Read moreRead less
ARC Research Network on Intelligent Sensors, Sensor Networks and Information Processing. Sensor networks, a collection of diverse sensors interconnected via an ad-hoc communication network, are identified as one of the key technologies that over the next two decades will change the way we live. This research network brings together an interdisciplinary team of outstanding Australian researchers representing all the key disciplines required to successfully deploy sensor networks and links this te ....ARC Research Network on Intelligent Sensors, Sensor Networks and Information Processing. Sensor networks, a collection of diverse sensors interconnected via an ad-hoc communication network, are identified as one of the key technologies that over the next two decades will change the way we live. This research network brings together an interdisciplinary team of outstanding Australian researchers representing all the key disciplines required to successfully deploy sensor networks and links this team with the foremost international authorities and leading industry players in the area of sensor networks. This research network will guide collaborative research that will ensure Australia to play a world leading role in sensor network development and implementation.
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Special Research Initiatives - Grant ID: SR0354604
Funder
Australian Research Council
Funding Amount
$10,000.00
Summary
ARC Network in Imaging Science and Technology. The ARC Network in Imaging Science and Technology is a field of research network covering the fundamental science and technological development of applied imaging systems. The network will encompass all aspects of the imaging sciences from image formation, through image processing and analysis, and on to image visualisation. In particular, the network will focus on a number of application areas that utilise these core technologies: medical imaging; ....ARC Network in Imaging Science and Technology. The ARC Network in Imaging Science and Technology is a field of research network covering the fundamental science and technological development of applied imaging systems. The network will encompass all aspects of the imaging sciences from image formation, through image processing and analysis, and on to image visualisation. In particular, the network will focus on a number of application areas that utilise these core technologies: medical imaging; surveillance and security; materials science and metallurgy; environmental monitoring; and consumer imaging. In this way, the network will provide an environment for creative inter-disciplinary research to the socio-economic benefit of Australia.Read moreRead less
Interaction Mining for Cyberbullying Detection on Social Networks. This project plans to build an interactive mining system to detect cyberbullying on social networks that have a large number of participants and a variety of inputs, including conversation texts, time-variant changes and user profiles. The project is designed to change the existing cyberbullying prevention services from reactive keyword filtering to proactive social interaction pattern mining. The intended outcome will enable the ....Interaction Mining for Cyberbullying Detection on Social Networks. This project plans to build an interactive mining system to detect cyberbullying on social networks that have a large number of participants and a variety of inputs, including conversation texts, time-variant changes and user profiles. The project is designed to change the existing cyberbullying prevention services from reactive keyword filtering to proactive social interaction pattern mining. The intended outcome will enable the early detection and warning of cyberbullying and approach open a new way to discover interaction patterns with a large number of participants over evolving and complex social networks.Read moreRead less
Partially Observable MDPs, Monte Carlo Methods, and Sustainable Fisheries. Partially Observable Markov Decision Processes (POMDPs) provide a general mathematical framework for sequential decision making under uncertainty. However, solving POMDPs effectively under realistic assumptions remains a challenging problem. This project aims to develop new efficient Monte Carlo algorithms to significantly advance the application of POMDPs to real-world decision problems involving complex action spaces an ....Partially Observable MDPs, Monte Carlo Methods, and Sustainable Fisheries. Partially Observable Markov Decision Processes (POMDPs) provide a general mathematical framework for sequential decision making under uncertainty. However, solving POMDPs effectively under realistic assumptions remains a challenging problem. This project aims to develop new efficient Monte Carlo algorithms to significantly advance the application of POMDPs to real-world decision problems involving complex action spaces and system dynamics. Both theoretical and algorithmic approaches will be applied to sustainable fishery management --- an important problem for Australia and an ideal context for POMDPs. The project will advance research in artificial intelligence, dynamical systems, and fishery operations, and benefit the national economy.Read moreRead less