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Medical Image Mining for Computer-Aided Diagnosis

Identification of valid, novel, potentially useful, and ultimately understandable pathologic patterns in large-scale medical image archives for computer-aided diagnosis more...

Supervisor(s): Feng, David (Professor), Xia, Yong (Dr)

Multimodality Medical Image Segmentation

Automated delineation of tissues, organs and hot-spot volumes from medical images by adaptively using the complementary information from multiple imaging modalities more...

Supervisor(s): Feng, David (Professor), Xia, Yong (Dr)

Medical Image Analysis with Machine Learning Techniques

Develop artificial intelligence for computer-assisted diagnosis from medical scans. more...

Supervisor(s): Zhou, Luping (Dr)

Discovery of new image-derived features for computer-aided diagnosis

Discovery of new image-derived features and achievement of better diagnosis for specific disorders. more...

Supervisor(s): Feng, David (Professor), Wen, Lingfeng (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)

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)

Novel Image Retouching Techniques

This project will produce novel techniques to empower user’s creativity and flexibility in manipulating images. more...

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

Functional Brain Image Understanding for Differential Diagnosis of Dementia

Intelligent analysis of functional brain images and extraction of pathologic patterns from large-group study for early diagnosis of dementia types more...

Supervisor(s): Feng, David (Professor), Xia, Yong (Dr)

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)

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)