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RESEARCH HIGHLIGHTSSome of the project highlights of the Department are listed below:
Pattern Recognition and Machine Learning
On Motion Based Visual Feature Selections for Lip-Reading |
 | Staff |
Prof. CHEUNG, Yiu Ming (Principal Investigator) | Abstract |
Lip-reading has potential attractie applications in information security, speech recognition, and so forth. This project is to develop a new visual feature representation and extraction approach to the lip localization for lip-reading. The proposed method features high accuracy of lip localization and robust performance against the shadow. We build up a prototype of lip-reading system. |
Face Template Security |
 | Staff |
Prof. YUEN, Pong Chi (Supervisor of PhD Student Mr. FENG, Yi Cheng) | Abstract |
Security and privacy concern is one of the most important issues in biometric recognition systems. Since there are intra-class variations existing in biometric templates, the traditional encryption methods which are sensitive to variations are not available to protect biometric data. Our project goal is to develop reliable face template protecting schemes, which has high security, reliable accuray and cancelability. |
Human Behavior Recognition |
 | Staff |
Prof. YUEN, Pong Chi (Supervisor of PhD Student Mr. LIU, Chang) | Abstract |
Human behavior recognition has so many applications such as visual surveillance, human-computer interfaces, content based video retrieval etc. It is a challenging research area because the dynamic human body motions have unlimited underlying representations. Our project goal is to construct discriminative underlying human action representations, make computer be aware of human action and recognize human behaviors in various scenarios effectively and efficiently. |
Project in Different Research Areas:
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