| Resume | Dr. Liu got the Bachelor degree of Engineering from Tianjin University in 1997, Master degree of Engineering from the Institute of Automation, Chinese Academy of Sciences in 2000, and PhD from the Department of Computer Sciences and Engineering of Chinese University of Hong Kong in 2003. His researches interests include statistic learning, pattern recognition, and signal processing. He has published over 20 academic papers in related international journal and conference proceedings, including 16 Sci Indexed and 8 Ei indexed. His works were supported by the NSFC and 863 programme. | |
| Professional Experience | 2003．9 - 2004．8, Postdoctoral Researcher, School of Engineering, Chinese University of Hong Kong 2005.3－ , Associate Professor, Institute of Automation, Chinese Academy of Sciences | |
| Academic Achievements | Dr. Liu has many years of research experience in the field of image processing and pattern recognition, especially in the subspace model and its applications. For instance, he proved a fundamentally important theorem for independent component analysis – the so called one-bit-matching theorem; he also proposed the methodology of the subspace based shape detection. Five representative academic papers are listed below, 1. Z. Y. Liu, K. C. Chiu, and L. Xu, “One-Bit-Matching Conjecture for Independent Component Analysis”, Neural Computation, Vol. 16, No. 2, pp. 383-399, 2004 2. Zhi-Yong Liu, Hong Qiao, Multiple ellipses detection in noisy environments: A hierarchical approach, Pattern Recognition, Vol 42, No. 11, pp. 2421-2433, 2009 3. Z. Y. Liu, K. C. Chiu, and L. Xu, Improved System for Object Detection and Star/galaxy Classification via Local Subspace Analysis”, Neural Networks. Vol. 16, No. 3-4. pp. 437-451, 2003 4. Z. Y. Liu, K. C. Chiu, and L. Xu, “Investigation on Non-Gaussian Factor Analysis”, IEEE Signal Processing Letters, Vol. 11, No. 6, pp. 597-600, 2004 5. Z. Y. Liu, H. Qiao, and L. Xu, “multisets mixture learning based ellipse detection”, Pattern Recognition, Vol. 39, pp. 731-735, 2006 | |
