A Skin Detection Micro-Sensor for Face Identification using Color and Stereo Information. The objective of this research is to develop a micro-sensor for face identification, using color and stereo information. The micro-sensor chip performs a real-time search of the scene to locate human skin for subsequent face detection. This micro-sensor could also be used for gesture recognition, lip reading, monitoring driver's hypo-vigilance or tracking a person in a crowd. The chip image-recognition capa ....A Skin Detection Micro-Sensor for Face Identification using Color and Stereo Information. The objective of this research is to develop a micro-sensor for face identification, using color and stereo information. The micro-sensor chip performs a real-time search of the scene to locate human skin for subsequent face detection. This micro-sensor could also be used for gesture recognition, lip reading, monitoring driver's hypo-vigilance or tracking a person in a crowd. The chip image-recognition capabilities will spur the development of a new generation of consumer products with "intelligent eyes".
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Optimising train driver vigilance system: reactivation of a fatigued driver. Fatigue poses frequent problems in train drivers. The repetitive nature of the train-driving task is a precursor of fatigue. This application proposes a novel design concept for the current train driver vigilance system manufactured by our industry partner. The proposed new vigilance system will not only assure that the driver is awake by warning of fatigue states, but will also act as an important cue in the control of ....Optimising train driver vigilance system: reactivation of a fatigued driver. Fatigue poses frequent problems in train drivers. The repetitive nature of the train-driving task is a precursor of fatigue. This application proposes a novel design concept for the current train driver vigilance system manufactured by our industry partner. The proposed new vigilance system will not only assure that the driver is awake by warning of fatigue states, but will also act as an important cue in the control of the train. Incorporating fatigue detection in the vigilance monitor is of commercial value to our industry partner. Furthermore, this study will help improve the safety culture of the railway environment.Read moreRead less
Optimizing autonomous system control with brain-like hierarchical control systems. Autonomous robotic systems, those requiring minimal ongoing supervision, have enormous commercial, medical and industry potential. A robotic hand, permitting manipulation of material objects is an integral part of robot function. Many aspects of human hand control, such as learning, fine motor control, context-specific adaptation and recovery from system damage would be greatly beneficial to a robotic hand. Likewi ....Optimizing autonomous system control with brain-like hierarchical control systems. Autonomous robotic systems, those requiring minimal ongoing supervision, have enormous commercial, medical and industry potential. A robotic hand, permitting manipulation of material objects is an integral part of robot function. Many aspects of human hand control, such as learning, fine motor control, context-specific adaptation and recovery from system damage would be greatly beneficial to a robotic hand. Likewise, theories of human hand control could be subject to empirical testing by implementing them in a robotic hand. These advances will greatly benefit our understanding of the human brain, with potentially wide-ranging medical benefits such as novel prosthetic limb design and rehabilitation strategies for stroke patients.Read moreRead less
Realising the promise of neural networks for practical optimisation: improving their efficiency and effectivess through chaotic dynamics and hardware implementation. Combinatorial optimisation problems such as transportation routing and assembly-line scheduling are critical to the efficiency of many industries, but their combinatorial explosion makes rapid solution difficult. Neural networks (NNs) hold much potential for rapid solution though hardware implementation, but we need to improve the q ....Realising the promise of neural networks for practical optimisation: improving their efficiency and effectivess through chaotic dynamics and hardware implementation. Combinatorial optimisation problems such as transportation routing and assembly-line scheduling are critical to the efficiency of many industries, but their combinatorial explosion makes rapid solution difficult. Neural networks (NNs) hold much potential for rapid solution though hardware implementation, but we need to improve the quality of their solutions before developing hardware. We have previously shown that the rich dynamics of chaos can improve the efficiency and effectiveness of NNs. We aim to develop new chaotic NN models, rigorously evaluate them on industrially significant problems such as those arising in manufacturing, logistics and telecommunications, and demonstrate their speed through hardware acceleration.Read moreRead less
Novel graphene nanostructures: modelling, synthesis, fabrication and characterisation. As a key nanomaterial for future electronics, graphene is rapidly becoming one of the most promising frontier areas of nanotechnology throughout the world. This project aims to develop a new class of graphene nanostructures that hold great potential for large-scale applications in the next generation nanoelectronic devices, sensors, solar cells and light emitting devices. This project will significantly enhan ....Novel graphene nanostructures: modelling, synthesis, fabrication and characterisation. As a key nanomaterial for future electronics, graphene is rapidly becoming one of the most promising frontier areas of nanotechnology throughout the world. This project aims to develop a new class of graphene nanostructures that hold great potential for large-scale applications in the next generation nanoelectronic devices, sensors, solar cells and light emitting devices. This project will significantly enhance the international competitiveness of Australia in the areas of new materials and nanotechnology and will help place Australia at the forefront of nanotechnology. This project will produce high quality PhD students in nanotechnology.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0667994
Funder
Australian Research Council
Funding Amount
$1,000,000.00
Summary
National Nanolithography Facility. Nanotechnology is expected to have a major impact on quality of life and global economy. It is predicted to generate revenues as big as the ICT sector in 20 years time. The National Nanolithography Facility will enhance the Australian capability in the field of nanoscale science and technology. This will enable Australian researchers to achieve major impacts in many areas of nanotechnology with a strong potential impact on industry sectors such as computers, ....National Nanolithography Facility. Nanotechnology is expected to have a major impact on quality of life and global economy. It is predicted to generate revenues as big as the ICT sector in 20 years time. The National Nanolithography Facility will enhance the Australian capability in the field of nanoscale science and technology. This will enable Australian researchers to achieve major impacts in many areas of nanotechnology with a strong potential impact on industry sectors such as computers, communications, defence, health, bio-security. This facility has the potential for developing new technologies of fundamental as well as applied interest.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0238960
Funder
Australian Research Council
Funding Amount
$940,000.00
Summary
High Performance Semiconductor Micromachining Facility. The purpose of this project is to make available to the Australian semiconductor research community a facility to undertake specialist deposition and etching tasks needed for fabrication of next generation solar cells, microelectronics, optronics, and micro-electromechanical systems. The facility will have the flexibility to allow independent control of major process parameters, allowing development of new fabrication technologies which wi ....High Performance Semiconductor Micromachining Facility. The purpose of this project is to make available to the Australian semiconductor research community a facility to undertake specialist deposition and etching tasks needed for fabrication of next generation solar cells, microelectronics, optronics, and micro-electromechanical systems. The facility will have the flexibility to allow independent control of major process parameters, allowing development of new fabrication technologies which will be generic to a wide range of semiconductor materials. In particular, the facility will be unique in its ability to perform processes at low temperatures, and under conditions that allow optimisation of the deposition and etching processes, without compromising the performance of delicate devices or exceeding the maximum process temperature limitations found in many mainstream semiconductor materials technologies.Read moreRead less
New multiplexed optical read-out technologies for micromachined cantilever sensor arrays. Passive sensing of chemical and biological agents is an essential capability in fields as diverse as national security, agriculture, mining and medicine. In many cases, generic sensing (e.g. are there pesticides present) as well as specific sensing (which pesticide) are both important. While sensors based on micro-electromechanical systems (MEMS) have shown extremely high performance at low cost, they have ....New multiplexed optical read-out technologies for micromachined cantilever sensor arrays. Passive sensing of chemical and biological agents is an essential capability in fields as diverse as national security, agriculture, mining and medicine. In many cases, generic sensing (e.g. are there pesticides present) as well as specific sensing (which pesticide) are both important. While sensors based on micro-electromechanical systems (MEMS) have shown extremely high performance at low cost, they have been limited to detection of a specific substance. Success in this project will make low cost generic MEMS-based sensors a reality, allowing, for the first time, wide-spread use of sensitive sensing systems in applications such as farming, container transport security, general medical practice and national security.Read moreRead less
A novel approach to direct nanopatterning of silicon for advanced phase-changed devices. This project will exploit key research developments at ANU in the field of nanotechnology, specifically nanofabrication of entirely new devices. In particular, this work will be exploited by a new Australian high-tech company, WRiota, to produce novel silicon phase change devices. The instrumentation developments will be commercialized by a leading nanoindentation company and the materials and device-related ....A novel approach to direct nanopatterning of silicon for advanced phase-changed devices. This project will exploit key research developments at ANU in the field of nanotechnology, specifically nanofabrication of entirely new devices. In particular, this work will be exploited by a new Australian high-tech company, WRiota, to produce novel silicon phase change devices. The instrumentation developments will be commercialized by a leading nanoindentation company and the materials and device-related outcomes and IP will be retained and used by WRiota. This project will further provide valuable opportunities for a number of research students and ECRs to gain experience in both the industrial and academic worlds.Read moreRead less
Microelectronic Applications of Improved Silicon Light Emission. While semiconductor silicon chips have been the workhorse of the microelectronics revolution, more complex semiconductor materials have driven the communications revolution. Australian developments during 2001 have largely dispelled the myth that silicon is fundamentally a poor emitter of light. This project aims to build on this work by developing silicon light emitters suitable for integration into high density integrated circu ....Microelectronic Applications of Improved Silicon Light Emission. While semiconductor silicon chips have been the workhorse of the microelectronics revolution, more complex semiconductor materials have driven the communications revolution. Australian developments during 2001 have largely dispelled the myth that silicon is fundamentally a poor emitter of light. This project aims to build on this work by developing silicon light emitters suitable for integration into high density integrated circuits, adding a new dimension to the capabilities of these circuits, driving microelectronics and the information age to the next stage of development.Read moreRead less