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Geodesic SOM: a spherical Self-Organizing Map

The investigation of new data structures and learning algorithms to improve a Self-Organizing Map for the purpose of Visual Analytics. more...

Supervisor(s): Takatsuka, Masahiro (Associate Professor)

Automatic Image Content Annotation

This project is to attach meaningful labels to images by investigating novel machine learning techniques to facilitate visual information management. more...

Supervisor(s): Feng, David (Professor), Wang, Zhiyong (Dr)

Automatic Video Content Annotation

This project is to attach meaningful labels to videos by investigating novel video content analysis and machine learning techniques to facilitate visual information search. more...

Supervisor(s): Feng, David (Professor), Wang, Zhiyong (Dr)

Web Image Annotation

This project is to generate meaningful labels for web images by utilizing associated information to facilitate web search of visual information. more...

Supervisor(s): Feng, David (Professor), Wang, Zhiyong (Dr)

Semantic Multimedia Information Retrieval

This project is to devise novel approaches for multimedia information retrieval to further advance the capabilities of visual information search. more...

Supervisor(s): Feng, David (Professor), Wang, Zhiyong (Dr)

n-Dimensional path planning using the Self-Organizing Maps

This project investigates an application of the Distance Transformation method to the n-dimensional path planning problem. more...

Supervisor(s): Takatsuka, Masahiro (Associate Professor)

Data Management for Automated Identification and Classification of Plant Images

This project will apply both image processing and machine learning techniques to build an intelligent plant management system. more...

Supervisor(s): Feng, David (Professor), Wang, Zhiyong (Dr)

Object-based Volumetric Texture Feature Extraction for Biomedical Image Retrieval

Intelligent object-based characterization and extraction of pathologic volumetric texture patterns for biomedical image classification and retrieval. more...

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

Mechanisms of brain development

The role of Ten_m proteins in brain development more...

Supervisor(s): Leamey, Catherine (Dr)

Content-based Retrieval and Management of Multi-dimensional Biomedical Imaging Data

Efficient content-based image retrieval and management for fully exploiting massive and complex multi-dimensional biomedical imaging data. more...

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