Mathematics

Hong Kong Baptist University, China

Research Assistant Professor

Email: [email protected]

Research fields:

Anomalies Detection

Large-scale/Big Data Analysis

Automation

Visual Surveillance

Social Signal Processing

Intelligent Transportation Systems

Qualifications

2008 Ph.D., Electrical and Electronic Engg., The University of Hong Kong, China

2004 M.Phil., Electrical & Electronic Engg., The University of Hong Kong, China

2001 B.Sc., Mathematics, The University of Hong Kong, China

Publications (Selected)

1. H.Y.T. Ngan, G.K.H. Pang and N.H.C. Yung, “Automated Fabric Defect Detection – A Review,” Image and Vision Computing, vol. 29, no. 7, pp. 442-458, 2011.
2. H.Y.T. Ngan, G.K.H. Pang and N.H.C. Yung, “Ellipsoidal Decision Regions for Motif-based Patterned Fabric Defect Detection,” Pattern Recognition, vol. 43, no. 6, pp. 2132-2144, 2010.
3. H.Y.T. Ngan, and G.K.H. Pang, “Regularity Analysis for Patterned Texture Inspection,” IEEE Trans. Automation Science & Engineering, vol. 6, no. 1, pp. 131-144, 2009.
4. H.Y.T. Ngan, G.K.H. Pang and N.H.C. Yung, “Motif-based Defect Detection for Patterned Fabric,” Pattern Recognition, vol. 41, issue 6, pp. 1878-1894, 2008.
5. H.Y.T. Ngan, G.K.H. Pang and N.H.C. Yung, “Performance Evaluation for Motif-based Patterned Texture Defect Detection,” IEEE Trans. Automation Science & Engineering, 7(1), pp. 58-72, 2010.
6. H.Y.T. Ngan, and G.K.H. Pang, “Novel Method for Patterned Fabric Inspection using Bollinger Bands,” Optical Engineering, vol. 45, no. 8, 2006.
7. H.Y.T. Ngan, G.K.H. Pang, S.P. Yung, and M.K. Ng, “Wavelet based methods on Patterned Fabric Defect Detection,” Pattern Recognition, vol. 38, issue 4, pp. 559-576, 2005.
8. H.Y.T. Ngan, G.K.H. Pang, N.H.C. Yung, “Patterned Fabric Defect Detection Using A Motif-based Approach,” Proc. IEEE Int’l Conf. on Image Processing (ICIP2007), vol.2, pp. II-33-II-36, 2007.
9. H.Y.T. Ngan, N.H.C. Yung, and A.G.O. Yeh, “Modeling of Traffic Data based by Dirichlet Process Mixtures,” 8th IEEE Int’l Conf. Automation Science & Engineering (CASE) 2012, pp. 224-229, 2012.

Profile Details:

http://ytngan.wordpress.com