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Centre for Intelligent Systems

The Centre for Intelligent Systems (CIS) conducts outcome driven as well as theoretical research in the areas of complex intelligent systems. A particular focus is applied technologies relating to ICT and Engineering applications.

The Centre’s major research concentration is around the strong research clusters from Information and Computing Sciences and Engineering. The core research areas within CIS are:

  • Computational Intelligence
  • Simulation, Automation and Robotics
  • Smart Networked Devices
  • Clean Energy Technologies.

The Centre is currently involved in a number of different research projects, one of these is the Automatic System for Roadside Fire Risk Assessment. The aim of this project is to develop an automatic system that can analyse roadside video data and assess roadside fire risks. A number of novel computational intelligence and pattern recognition based techniques for identification of roadside objects from video frames and assessing fire risks are developed. Firstly, the segmentation and classification techniques to extract brown grass from roadside video frames are developed. Secondly, the techniques to calculate the coverage and length of grass are developed. Finally, fire risk assessment techniques to calculate biomass and to identify fire risks using grass coverage and grass length are developed. View more information on roadside video data collected using an automated vehicle.

You can view the other projects the Centre is currently involved with below. You can also find out more about our facilities and equipment and staff.

Roadside Fire Hazard Detection research at the Centre of Intelligent Systems Transcript

Get Involved in our Research

CIS is committed to outcome driven research and its applied research is well connected to local industry such as Transport, Energy, Health and Mining.CIS is well recognised in its focused research areas and its strength is in the following areas.

Computational Intelligence

Artificial/Computational Intelligence, Pattern Recognition and Data Mining, Image Processing, Computer Vision, Applied Maths.

Simulation, Automation & Robotics

Intelligent Modelling, Intelligent Robotics, Intelligent Sensing Decision Support, Mining and Medical Applications.

Smart Networked Devices

Smart Homes, Smart Grids, Intelligent Protection Systems, Network Automation.

Clean Energy Technologies

Intelligent Buildings, Alternate Fuel, Sustainable HVAC, Materials and Processes, Flow of Energy Modelling.

RESEARCH HIGHER DEGREE STUDENTS

CIS is proud to host and provide research higher degree training for postgraduate students. CIS has a number of research higher degree students based in Rockhampton, Brisbane and Sydney campuses. CIS provides excellent multidisciplinary research training environment.

Scholarships

Scholarships are called twice per year for the general CQUniversity merit rounds. In addition, projects are approved from time to time which allows stipend support for students to study on specific Centre relevant research problems. Further information is available on our Research Scholarships page.

Current Projects

Our research projects include:

  • ARC DP-Deep Learning Architecture with Context Adaptive Features for Image Parsing
    ARC LP-An Automated System for the Analysis of Road Safety and Conditions
    ARC LP- Advanced Microgrids for Residential, Commercial and Industry Buildings
    CRC- Aus Std. Diesel from Mixed Plastics: Maximising Recovery from Waste
    Smart City - Smart Sensor System for Parks Water Management in Cairns
    Design and Development of an Advanced Multi-spectral Sorting System for the Macadamia Industry
    Greenhouse Heating, Cooling and Humidity Control with use of Solar Energy
    Waste to Hydrogen Energy: Conversion of Synthetic Gas Produced from Thermo-Chemical Conversion of Solid Waste into Hydrogen Energy
    Development of a Blockchain-based Secured and Trustworthy Integrated System for Smart Parking
    Developing a Blockchain Application for Replacing Traditional Paper-based Certificates and Recording Academic Credentials of Individuals
    Customise an Agriculture Data Analytic Platform for Applications in Dragon Fruit Industry
    A Neuro-Fuzzy Model to Select Suitable Feedstock for Biofuel Production
    Breaking the Curse of Small Sample Conditions in Machine Learning
    Dashboard Design Prototype for a Homeless Management Information System

Past Projects

  • ARC - Smart Information Processing for Roadside Fire Risk Assessment
    ARC - Improve Fault Detection in Electrical Distribution Networks to Avoid Catastrophic Bush Fires
    ARC - Networked and Coordinated Control Methods
    ARC - Framework for Optimised Ensemble Classifiers
    Advance Queensland - Battery and Microgrid Management Systems
    ARRB – Impact of Wide Centre Lines on the Pavement using Image Processing Techniques
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The Centre for Intelligent Systems undertakes both basic and applied research, with a particular focus on collaborative partnerships to deliver real world solutions.

CIS partners include:

  • Atlass Pty Ltd
  • Elevare Energy
  • Intendico Pty Ltd
  • Powerlink
  • Queensland Health
  • Queensland Transport and Main Roads
  • Western Power

A list of upcoming events is shown in the CIS Events Calendar.

Contact Details

Centre for Intelligent Systems

Level 21, 160 Ann Street
Brisbane, Queensland 4000, Australia

Prof Brijesh Verma (Centre Director)
Phone: +61 (07) 3295 1156
Email: b.verma@cqu.edu.au

CIS Administration
Phone: +61 (07) 4970 7603

Map

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