Student research projects

Leave blank for all. Otherwise, the first selected term will be the default instead of "Any".

92 Projects

Project namesort descending Area Theme
100% renewable electricity in a Sunbelt country/state Planning and Optimisation Energy
3D facial analysis Computer Vision, Machine Learning Information, Intelligence
A mobile phone camera based geo-spatial localization system Computer Vision, Machine Learning Information, Intelligence
Accelerating radiological path length calculations for intensity modulated radiotherapy treatments using parallel processing Algorithms, Human-Centred Computing, Software Engineering Computer Systems, Intelligence
Advancing strategic game AI in the StarCraft II AI research environment Human-Centred Computing, Intelligent Agents, Machine Learning, Software Engineering Computer Systems, Intelligence
Algorithms for Modal Types Logic, Programming Language Systems Theory
Analysing dietary data Computer Vision, Machine Learning Information, Intelligence
Analysis/mining of video game reviews Algorithms, Data Mining & Matching, Human-Centred Computing, Machine Learning, Software Engineering Computer Systems, Intelligence
Animal detection, classification, and tracking
Automated Reasoning for Situational Awareness Intelligent Agents, Knowledge Representation & Reasoning, Logic, Planning and Optimisation Computer Systems
Behaviour analysis in an operating room Computer Vision, Machine Learning Information, Intelligence
Camera-based heart rate estimation. Computer Vision, Machine Learning Information, Intelligence
Classifying materials for next generation nanotechnologies with machine learning Machine Learning, Manufacturing, Nanomaterials Intelligence, Materials
Computational Alloy Design and Discovery Machine Learning Materials
Computer vision for corrosion detection Machine Learning Information
Computer vision, machine learning and robotics for fast 3D manufacturing Computer Vision, Machine Learning Information, Intelligence
Data augmentation and dimension reduction methods for the physical sciences and engineering Data Mining & Matching, Knowledge Representation & Reasoning, Machine Learning Information, Intelligence, Materials
Deep Declarative Networks Research Projects Computer Vision, Machine Learning Information, Intelligence
Develop a mono-depth network using the Intel Realsense stereo camera Computer Vision, Machine Learning Information, Intelligence
Diagnosis of Hybrid Systems with Model-Checkers Planning and Optimisation Intelligence
Discovering Inconsistent Data in a Dynamic World Algorithms, Data Mining & Matching, Databases Theory
Energy arbitrage model for pumped hydro and battery storage systems Energy Storage Energy
Enhancing Classical Simulations with Electronic Corrections and Artificial Neural Networks High Performance Computing, Machine Learning, Nanomaterials Intelligence, Materials
Entity Resolution: From Similarity to Patterns Data Mining & Matching, Databases, Machine Learning Theory
Equal predictions with less data Computer Vision, Machine Learning Information, Intelligence
Evolutionary music making Human-Centred Computing, Machine Learning Computer Systems, Intelligence
Exploring Checkpointing for Java on Persistent Memory Programming Language Systems Computer Systems
Extending a State-of-the-art Parallel Communication Algorithm High Performance Computing Computer Systems
Extending OpenJDK with Write-Rationing Garbage Collection Programming Language Systems Computer Systems
Faster Decision-Theoretic Planning using Boolean-Constraint Propagation Planning and Optimisation Intelligence
Find people in a scene and their distances from a camera using the Intel Realsense stereo camera Computer Vision, Machine Learning Information, Intelligence
Find specular surfaces in a scene using the Intel Realsense stereo camera Computer Vision, Machine Learning Information, Intelligence
Footy Cyber Dreaming Machine Learning Intelligence
Graph Analytics Algorithms, Databases, Machine Learning Theory
Hardware synergistic algorithms Algorithms, High Performance Computing Computer Systems, Theory
Hazard detection for assisted and autonomous navigation Computer Vision, Machine Learning Information, Intelligence
High-Performance Computing for Parallel Boolean SAT(isfiability) Solving
Human action/pose synthesis and prediction Computer Vision, Machine Learning Information, Intelligence
Human fall detection in hospital settings. Computer Vision, Machine Learning Information, Intelligence
HypyDesygn: Combining artificial and human intelligence Databases, Machine Learning, Manufacturing, Software Engineering Computer Systems, Intelligence
In-bed pose estimation analysis. Computer Vision, Machine Learning Information, Intelligence
Information Technology and the Propagation of Racism in the Australian Community Human-Centred Computing, Machine Learning Computer Systems, Intelligence
Infrastructure and Techniques to Accelerate Operational Weather Codes on Next-generation Supercomputers High Performance Computing Computer Systems
Innovative Machine Intelligence and Cybersecurity Solutions to Safeguard the Patient Information Associated with a New Generation of Medical Devices Data Mining & Matching, Human-Centred Computing, Machine Learning, Networked Systems, Sensors, Signal Processing Computer Systems, Intelligence
Learning, Representing and Exploiting Sequential Nogoods in Planning Planning and Optimisation Intelligence
Logical Reasoning for Linked Data Databases, Logic, Machine Learning Theory
Machine Intelligence and Cybersecurity Solutions to Safeguard the people living with Multiple Sclerosis and Diabetes Computer Vision, High Performance Computing, Machine Learning Intelligence
Machine learning and computer vision for underwater image enhancement Computer Vision, Machine Learning Information, Intelligence
Machine Learning Hyper-parameter Optimisation using Evolutionary Algorithms High Performance Computing, Machine Learning, Nanomaterials Intelligence, Materials
Machine Learning Hyper-parameter Optimisation using Semi-random Sequences High Performance Computing, Machine Learning, Nanomaterials Intelligence, Materials

Pages

Updated:  1 June 2019/Responsible Officer:  Head of School/Page Contact:  CECS Marketing