Computer Vision (BUPT joint programme)
Effective visual perception is crucial in understanding intelligent behaviour - unless we understand how we perceive, we will never understand how we reason. This core module shows how machine learning techniques can be applied to various areas in computer vision. The following topics are covered: relevant probability and information theory; experimental set-up of machine learning for computer vision; hidden Markov modeling; clustering and classification for computer vision; Neural Networks.
Interactive Media Design and Production (BUPT joint programme)