Student research projects

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64 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
Analysing dietary data Computer Vision, Machine Learning Information, Intelligence
Animal detection, classification, and tracking
BE Honours and Master Projects in Communications Communications Information
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
Design and Analysis of 5+ and 6G Communications Systems Communications Information
Design and Analysis of Molecular Communications Systems Communications Information
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
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
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
Facial Expression Recognition from Masked Faces Computer Vision, Machine Learning 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
Hazard detection for assisted and autonomous navigation Computer Vision, Machine Learning Information, 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
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
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
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
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
Pathway to a fully decarbonised energy future in Singapore Planning and Optimisation Energy
PhD project in Energy Analytics: Battery Storage and Grid Integration Program Signal Processing Energy
PhD Research Projects in Communications Communications Information
Production of composite materials for 3D printing Manufacturing Materials
Production of sustainable cement Manufacturing Materials
Push the limit for image classification using MIT-IBM ObjectNet dataset Computer Vision, Machine Learning Information, Intelligence
Resource constrained computer vision Computer Vision, Machine Learning Information, Intelligence

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