معرفی
Eng-Jon Ong is a Research Fellow at the University of Surrey's Centre for Vision, Speech and Signal Processing (CVSSP) within the Faculty of Engineering and Physical Sciences. His work spans computer vision, machine learning, and human-computer interaction, with a focus on facial feature tracking, lip reading, sign language recognition, and biomedical applications of deep learning.
- University: University of Surrey
- Department: Centre for Vision, Speech and Signal Processing (CVSSP)
- Affiliations: CVSSP research group
Research Interests: Ong specializes in advanced computer vision techniques, including real-time 3D reconstruction, facial expression analysis, and automated lip-reading systems. His work bridges theoretical machine learning with practical applications like medical imaging (protein localization) and media production (virtual studios). Notable contributions include:
- Development of robust facial feature tracking algorithms using linear predictors and AAMs
- Pioneering methods for sign language recognition via sub-unit analysis
- Deep learning architectures for single-cell protein localization (HCPL system)
- Real-time lip-reading systems with state-of-the-art accuracy
Publications reflect a strong focus on temporal pattern recognition, ensemble learning, and cross-modal interaction analysis. Recent work emphasizes biomedical applications, such as improving protein localization accuracy through novel deep learning ensembles.
Labs/Teams: Active contributor to CVSSP's multidisciplinary research projects in computer vision and machine learning.
