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Visual Feature Extraction for Image Pattern Classification

This study aims to investigate the various techniques of image feature extraction, and to develop new methodologies for various applications in the medical imaging domain. more...

Supervisor(s): Cai, Tom Weidong (Associate Professor)

Semantic Feature Description and Similarity Measurement for Large-scale Image Search

This project aims to design and develop new BOF-based approaches for medical image search on large-scale imaging databases. more...

Supervisor(s): Cai, Tom Weidong (Associate Professor)

Mapping 2D Images to 3D Shape

The future of personal audio devices relies on the ability to extract 3D ear shape from 2D photographic images using morphable models of ear shape and techniques of multiple view ge more...

Supervisor(s): Jin, Craig (Associate Professor), Leong, Philip (Professor), McEwan, Alistair (Professor)

Feature-Centric Content Analysis for Bioimaging Informatics

This study aims to develop novel algorithms for content analysis in microscopic images, such as segmentation of cell nuclei, detection of certain cell structures, and tracing of cel more...

Supervisor(s): Cai, Tom Weidong (Associate Professor)

Neuroimaging Computing for Early Detection of Alzheimer’s Disease

The objective of this program is to investigate multi-modal neuroimaging data, especially the functional neuroimaging, to establish standardized computational methods for image-base more...

Supervisor(s): Cai, Tom Weidong (Associate Professor)

Chiroptical phenomena of pi-conjugated materials

pi-conjugated materials are organic molecules with alternate single and double bond character that provide for their semiconducting properties. For example, pi-conjugated polymers ( more...

Supervisor(s): Lakhwani, Girish (Dr)

Application of novel molecular imaging techniques to the study of cardiovascular disease

We have an opportunity for a PhD student to join our team developing and applying novel molecular imaging techniques to the study of cardiovascular disease. The Group study both an more...

Supervisor(s): Figtree, Gemma (Associate Professor), Grieve, Stuart (Professor)

Application of diffusion tensor imaging techniques to study myocardial disarray in cardiac disease

We have an opportunity for a PhD student to join our team developing and applying magnetic resonance diffusion tensor imaging techniques to the study of cardiac disease. more...

Supervisor(s): Figtree, Gemma (Associate Professor), Grieve, Stuart (Professor)

Machine learning for visual recognition

This research project aims to develop new machine learning methods for various visual recognition tasks such as object/scene recognition, face and human gait recognition, activity r more...

Supervisor(s): Xu, Dong (Professor)

Parallel Stochastic Optimization Algorithms

This project is investigating the application of unorthodox optimization techniques such fuzzy logic, genetic algorithms, neural networks, simulated annealing, ant colonies, Tabu se more...

Supervisor(s): Zomaya, Albert Y. (Professor), Vadas, Mathew (Professor)