Student research projects

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130 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
3D reconstruction of complex and biological objects 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 segmentation of microscopic traits Computer Vision, Machine Learning Information, 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
Applying the mixture density recurrent neural network Machine Learning Intelligence
Architecture and Structure Aware Linear Algebra Algorithms, High Performance Computing, Machine Learning Computer Systems, Intelligence
Automated Reasoning for Security Protocol Analysis Logic, Programming Language Systems Computer Systems, Theory
Automated Reasoning for Situational Awareness Intelligent Agents, Knowledge Representation & Reasoning, Logic, Planning and Optimisation Computer Systems
BE Honours and Master Projects in Communications Communications Information
Behaviour analysis in an operating room Computer Vision, Machine Learning Information, Intelligence
Building Computational Model for Emphatic Avatars/Robots Human-Centred Computing, Machine Learning, Robotics 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
Cognitive Load Measurement for Visualisations Human-Centred Computing Intelligence
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
Deep learning for facial expression and/or emotion recognition Computer Vision Computer Systems
Design and Analysis of 5+ and 6G Communications Systems Communications Information
Design and Analysis of Molecular Communications Systems Communications Information
Detection and tracking of deformable and stack objects. Computer Vision, Machine Learning Information, Intelligence
Develop a mono-depth network using the Intel Realsense stereo camera Computer Vision, Machine Learning Information, Intelligence
Development of efficient and stable perovskite-silicon tandem solar modules Photovoltaics Energy, Fabrication, Materials
Diagnosis of Hybrid Systems with Model-Checkers Planning and Optimisation Intelligence
Discovering Inconsistent Data in a Dynamic World Algorithms, Data Mining & Matching, Databases Theory
Discriminating real from machine-learning generated music Machine Learning Intelligence
Distinguishing between Real and Posed Smiles from Observers’ Physiological Features Human-Centred Computing Intelligence
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
Evaluating the hydrogenation reaction of grain boundaries in multicrystyalline silicon through in-situ photoluminescence mapping Photovoltaics Energy
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 Recognition from Masked Faces Computer Vision, Machine Learning 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

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