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Biometrics (face recognition, human gait recognition or person re-identification)

This research project aims to develop new feature extraction and classification methods for face recognition, human gait recognition or person re-identification. more...

Supervisor(s): Xu, Dong (Professor)

Multimodal emotion recognition

This project aims to develop novel techniques for automatically recognizing emotions through combining physiology, behaviour, facial expressions and language. more...

Supervisor(s): Calvo, Rafael A. (Associate Professor)

Positive computing applications - human-computer interaction to change the world

Develop software applications that help people live healthier, happier, empowering lives. more...

Supervisor(s): Calvo, Rafael A. (Associate Professor)

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)

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)

Bayesian deep learning for incomplete information

This project will feature a synergy of deep learning, modular and multi-task learning with Bayesian methods to address the problem of decision making given incomplete information. more...

Supervisor(s): Cripps, Sally (Professor), Chandra, Rohitash (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)

Multimodal approaches for detecting attention in Human-Computer Interaction

Build computer systems that can recognize human emotions, and help us learn, work and collaborate in more satisfying ways. more...

Supervisor(s): Calvo, Rafael A. (Associate Professor)

Moderator Assistant and Cybermate: Engineering systems to support mental health

Helping participants of online communities thrive, support their pro-social behaviours and duty-of-care are challenging tasks. This is particularly difficult in the online peer supp more...

Supervisor(s): Calvo, Rafael A. (Associate Professor)