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Student research projects

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91 Projects

Project namesort descending Area Theme
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
Advanced Smart Buildings with Internet-of-Things and Privacy-Preserving Optimization Data Mining & Matching, Human-Centred Computing, Networked Systems, Planning and Optimisation Energy, Intelligence
Algorithms for Modal Types Logic, Programming Language Systems Theory
An Intelligent Learning Framework based on Knowledge Graphs Databases, Intelligent Agents, Machine Learning Theory
Analysing dietary data Computer Vision, Machine Learning Information, Intelligence
Animal detection, classification, and tracking
Assurance of Self-driving Cars Machine Learning, Planning and Optimisation Intelligence
Automated Reasoning for Situational Awareness Intelligent Agents, Knowledge Representation & Reasoning, Logic, Planning and Optimisation Computer Systems
BA/MA Thesis: A systematic view on Complexity Results for Hierarchical Planning Algorithms, Intelligent Agents, Knowledge Representation & Reasoning, Planning and Optimisation Intelligence, Theory
Behaviour analysis in an operating room Computer Vision, Machine Learning Information, Intelligence
Blockchain-based Decentralized Autonomous Organizations Algorithms, Networked Systems Computer Systems, Theory
Camera-based heart rate estimation. Computer Vision, Machine Learning Information, Intelligence
Chapel on Accelerators High Performance Computing Computer Systems
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
Counter example guided planning in uncertain environments Planning and Optimisation Intelligence
Dark Patterns and Manipulative Design in Games Human-Centred Computing Computer Systems
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
Discovering Inconsistent Data in a Dynamic World Algorithms, Data Mining & Matching, Databases Theory
Dynamic Knowledge Tracing Knowledge Representation & Reasoning, Machine Learning
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
Facial Expression Analysis in Video Games Computer Vision, Human-Centred Computing, Machine Learning Computer Systems, Intelligence
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
Gameful Design and Gamification Human-Centred Computing Computer Systems
Graph Analytics Algorithms, Databases, Machine Learning Theory
Hazard detection for assisted and autonomous navigation Computer Vision, Machine Learning Information, Intelligence
High-Performance Computing for Parallel Boolean SAT(isfiability) Solving
How to enable robots to use tools Machine Learning, Planning and Optimisation, Robotics Intelligence
Human action/pose synthesis and prediction Computer Vision, Machine Learning Information, Intelligence
Human fall detection in hospital settings. Computer Vision, Machine Learning Information, 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 learning and computer vision for underwater image enhancement Computer Vision, Machine Learning Information, Intelligence
Machine Learning-Based Performance Prediction of Big Data Applications on Future Hardware

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