Student research projects

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138 Projects

Project namesort descending Area Theme
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
Fine-grain image classification 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
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
Image segmentation 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 Machine Learning 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
Is that avatar really smiling or faking it? Human-Centred Computing Intelligence
Knowledge Bookmarks Data Mining & Matching, Knowledge Representation & Reasoning Information, Intelligence
Learning to track objects by synthesizing object tracks. Computer Vision, Machine Learning Information, 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 3D vision with Augmented Reality (AR) Computer Vision, Machine Learning Information, 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
Machine Learning-Based Performance Prediction of Big Data Applications on Future Hardware
Making 3D Scientific Applications Fault Tolerant High Performance Computing Computer Systems
Materials for high temperature solar thermal systems Energy Storage, Solar Thermal Energy, Materials
Measuring the temperature-dependence of mobility in crystalline silicon under illumination Photovoltaics Energy, Materials
Multi-modal analysis of human behaviour Computer Vision, Machine Learning Information, Intelligence
Multi-modal data sources and few-shot learning in dermathology Computer Vision, Machine Learning Information, Intelligence
Multi-task semantic segmentation on medical images Computer Vision, Machine Learning Information, Intelligence
Multimodal systems for automated radiology report generation Computer Vision, Machine Learning Information, Intelligence
Musical instruments that play along: ML for music generation, interaction, and performance Human-Centred Computing, Machine Learning Intelligence
Natural Language Processing for Mental Health Machine Learning Intelligence
Natural Language Processing for Small Languages Machine Learning Intelligence
Nespresso + fashion Manufacturing Materials
New Interfaces for Musical Expression Audio & Acoustic Signal Processing, Human-Centred Computing, Sensors Computer Systems
Novel algorithms for exascale computational chemistry Algorithms, High Performance Computing, Software Engineering Computer Systems, Theory
Novel dataset applications Computer Vision, Machine Learning Information, Intelligence
Object co-segmentation Computer Vision, Machine Learning Information, Intelligence
Object detection and counting Computer Vision, Machine Learning Information, Intelligence
Object/scene affordance Computer Vision, Machine Learning Information, Intelligence
On the Foundations of Inductive Reasoning (FIR) Intelligent Agents, Machine Learning Intelligence
Open Relation Extraction Machine Learning Intelligence
Peer-to-peer Sharing Economy for Energy and Transportation in Smart Cities Algorithms, Data Mining & Matching, Energy Storage, Intelligent Agents, Machine Learning, Planning and Optimisation Energy, Intelligence, Theory

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