Dr Shyh Teng - Researcher Profile

Biography

Dr Shyh Wei Teng works in the Office of the PVC & President Gippsland at Monash University as a Senior Lecturer.

Keywords

Artificial intelligence and Image processing, Image processing

Qualifications

GRADUATE CERTIFICATE IN HIGHER EDUCATION

Institution: Monash University

Year awarded: 2008

PHD - COMPUTING

Institution: Monash University

Year awarded: 2004

Publications

Journal Articles

Tan, S., Ting, K., Teng, S., 2011, A general stochastic clustering method for automatic cluster discovery, Pattern Recognition [P], vol 44, issue 10-11, Pergamon, United Kingdom, pp. 2786-2799.

Ting, K., Wells, J., Tan, S., Teng, S., Webb, G.I., 2011, Feature-subspace aggregating: ensembles for stable and unstable learners, Machine Learning [P], vol 82, issue 3, Springer New York LLC, United States, pp. 375-397.

Nievergall, E., Janes, P.W., Stegmayer, C., Vail, M.E., Haj, F.G., Teng, S.W., Neel, B.G., Bastiaens, P.I., Lackmann, M., 2010, PTP1B regulates Eph receptor function and trafficking, Journal of Cell Biology [P], vol 191, issue 6, Rockefeller University Press, USA, pp. 1189-1203.

Ooi, C.H., Chetty, M., Teng, S.W., 2009, Degree of differential prioritization, IEEE Engineering in Medicine and Biology Magazine [P], vol 28, issue 4, The Institute of Electrical and Electronics Engineers, New York NY USA, pp. 45-51.

Ooi, C.H., Chetty, M.R., Teng, S.W., 2007, Characteristics of predictor sets found using differential prioritization, Algorithms For Molecular Biology, vol 2, issue 7, BioMed Central Ltd, United Kingdom, pp. 1-21.

Ooi, C.H., Chetty, M.R., Teng, S.W., 2007, Differential prioritization in feature selection and classifier aggregation for multiclass microarray datasets, Data Mining and Knowledge Discovery, vol 14, issue 3, Springer New York LLC, United States of Amercia, pp. 329-366.

Teng, S.W., Lu, G., 2007, Image indexing and retrieval based on vector quantization, Pattern Recognition, vol 40, issue 11, Elsevier, United Kingdom, pp. 3299-3316.

Ooi, C.H., Chetty, M.R., Teng, S.W., 2006, Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass gene expression data, B M C Bioinformatics, vol 7, BioMed Central Ltd, UK, pp. 1-19.

Teng, S.W., Ting, K.M., 2006, Ehipasiko: a content-based image indexing and retrieval system, Frontiers in Artificial Intelligence and Applications, vol 138, IOS Press, Netherlands, pp. 436-437.

Teng, S., Lu, G., 2002, Effects of codebook sizes, codeword dimensions, and colour spaces on retrieval performance of image retrieval using vector quantization, Lecture Notes in Computer Science: Advances in Multimedia Information Processing - PCM 2002, vol 2532, Springer-Verlag, Berlin Germany, pp. 217-228.

Teng, S., Lu, G., 2001, An evaluation of the robustness of image retreival based on vector quantization, Lecture Notes in Computer Science, vol 2195, Springer-Verlag Berlin, Berlin Germany, pp. 474-481.

Conference Proceedings

Hossain, T., Teng, S.W., Lu, G., 2012, Achieving high multi-modal registration performance using simplified Hough-Transform with Improved Symmetric-SIFT, 2012 International Conference on Digital Image Computing Techniques and Applications (DICTA), 5 December 2012 to 5 December 2012, Institute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 1-7.

Sadat, R.M.N., Teng, S.W., Lu, G., 2012, An effective method of estimating scale-invariant interest region for representing corner features, Proceedings of IVCNZ 2012 Conference, 26 November 2012 to 28 November 2012, Association for Computing Machinery, Inc, New York USA, pp. 73-78.

Sadat, R., Teng, S., Lu, G., 2011, An effective and efficient contour-based corner detector using simple triangular theory, 19th Pacific Conference on Computer Graphics and Applications, 21 September to 23 September 2011, Eurographics Association, Goslar Germany, pp. 37-42.

Tan, S., Ting, K., Teng, S., 2011, Clustering gene expression data using ant-based heuristics, 2011 IEEE Congress on Evolutionary Computation (CEC), 5th June 2011 to 8th June 2011, Institute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 1-8.

Hossain, T., Lv, G., Teng, S., Lu, G., Lackmann, M., 2011, Improved Symmetric-SIFT for multi-modal image registration, 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2011), 6 December 2011 to 8 December 2011, IEEE Computer Society, Los Alamitos CA USA, pp. 197-202.

Lv, G., Hossain, T., Teng, S., Lu, G., Lackmann, M., 2011, Improving SIFT's performance by incorporating appropriate gradient information, 26th Image and Vision Computing New Zealand Conference (IVCNZ 2011), 29 November 2011 to 1 December 2011, Patrice Delmas, Jason James and Burkhard Wuensche, Auckland New Zealand, pp. 381-386.

Tan, S.C., Ting, K.M., Teng, S.W., 2011, Simplifying and improving ant-based clustering, International Conference on Computational Science (ICCS 2011), 1 June 2011 to 3 June 2011, Elsevier BV, The Netherlands, pp. 46-55.

Sadat, R., Teng, S., Lu, G., Hasan, S., 2011, Texture classification using multimodal invariant local binary pattern, 2011 IEEE Workshop on Applications of Computer Vision, 5 January 2011 to 7 January 2011, IEEE Computer Society, Los Alamitos CA USA, pp. 315-320.

Tan, S., Ting, K., Teng, S., 2010, A comparative study of practical stochastic clustering method with traditional methods, Proceedings of the 23rd Australasian Joint Conference on Artificial Intelligence, 7 December 2010 to 10 December 2010, Springer - Verlag, Berlin Germany, pp. 112-121.

Hossain, T., Teng, S., Lu, G., Lackmann, M., 2010, An enhancement to SIFT-based techniques for image registration, Proceedings of the 2010 Digital Image Computing: Techniques and Applications, 01 December 2010 to 03 December 2010, IEEE Computer Society, Los Alamitos CA USA, pp. 166-171.

Sadat, R., Teng, S., Lu, G., 2010, Image registration using modified local ternary pattern, Proceedings of the 25th International Conference of Image and Vision Computing New Zealand, 8 November 2010 to 9 November 2010, IEEE, Piscataway NJ USA, pp. 1-8.

Ting, K.M., Wells, J.R., Tan, S.C., Teng, S.W., Webb, G., 2009, FaSS: Ensembles for stable learners, Proceedings of the 8th International Workshop on Multipul Classifier Systems (MCS 2009), 10 June 2009 to 12 June 2009, Springer - Verlag, Berlin Germany, pp. 364-374.

Ooi, C.H., Teng, S.W., Chetty, M.R., 2008, A study on the importance of differential prioritization in feature selection using toy datasets, Proceedings of the Third IAPR International Conference on Pattern Recognition in Bioinformatics (PRIB 2008), 15 October 2008 to 17 October 2008, Springer - Verlag, Berlin Germany, pp. 311-322.

Tan, S.C., Ting, K.M., Teng, S.W., 2008, Issues of grid-cluster retrievals in swarm-based clustering, Proceedings of the 2008 IEEE World Congress on Computational Intelligence, 1 June 2008 to 6 June 2008, IEEE Press, Piscataway NJ USA, pp. 511-518.

Tan, S.C., Ting, K.M., Teng, S.W., 2007, Examining dissimilarity scaling in ant colony approaches to data clustering, Proceedings of the Third Australian Conference on Progress in Artificial Life (ACAL 2007), 4 December 2007 to 6 December 2007, Springer, Germany, pp. 269-280.

Teng, S.W., Lu, G., 2006, Efficient implementation of vector quantization for image retrieval, The 12th International Multi-Media Modelling Conference Proceedings, 04 January 2006 to 06 January 2006, Institute of Electrical and Electronics Engineers, Inc., Beijing China, pp. 280-287.

Ooi, C.H., Chetty, M.R., Teng, S.W., 2006, Investigating the class-specific relevance of predictor sets obtained from DDP-based feature selection technique, Proceedings of the International Workshop on Pattern Recognition in Bioinformatics (PRIB 2006), 20 August 2006 to 20 August 2006, Springer-Verlag, Germany, pp. 60-70.

Ooi, C.H., Chetty, M.R., Teng, S.W., 2006, OVA scheme vs. single machine approach in feature selection for microarray datasets, Proceedings of the 6th Industrial Conference on Data Mining: Advances in Data Mining (ICDM 2006), 14 July 2006 to 15 July 2006, Springer-Verlag, Germany, pp. 10-23.

Tan, S.C., Ting, K.M., Teng, S.W., 2006, Reproducing the results of ant-based clustering without using ants, 2006 IEEE World Congress on Computational Intelligence, 16 July 2006 to 21 July 2006, Omnipress, WI USA, pp. 1760-1767.

Ooi, C.H., Chetty, M.R., Teng, S.W., 2005, Modeling microarray datasets for efficient feature selection, Proceedings 4th Australasian Data Mining Conference, 05 December 2005 to 06 December 2005, University of Technology, Sydney NSW Australia, pp. 115-131.

Ooi, C.H., Chetty, M.R., Teng, S.W., 2005, Relevance, redundancy and differential prioritization in feature selection for multiclass gene expression data, Proceedings of the 6th International Symposium on Biological and Medical Data Analysis (ISBMDA 2005), 10 November 2005 to 11 November 2005, Springer-Verlag, Berlin Germany, pp. 367-378.

Teng, S.W., Lu, G., 2003, Comparison of retrieval effectiveness of colour-based techniques on MPEG-7 common colour dataset, 2003 Joint Conference of the Fourth International Conference on Information, Communications and Signal Processing and Fourth Pacific-Rim Conference on Multimedia, 15 December 2003 to 18 December 2003, Nanyang Technological University, Singapore, pp. 1-5.

Teng, S., Lu, G., 2001, Performance study of image retrieval based on vector quantization, Intelligent Multimedia, Computing and Communications: Technologies and Applications of the Future: Proceedings of the International Conference on Intelligent Multimedia and Distance Education, 01June 2001 to 03 June 2001, John Wiley & Sons, Inc., USA, pp. 76-80.

Lu, G., Teng, S., 2000, Image Compression, Indexing and Retrieval Based on Vector Quantization are Promising, The First IEEE Pacific - Rim Conference on Multimedia (2000 International Symposium on Multimedia Information Processing), Sydney Australia, 13 - 15 December 2000, University of Sydney, NSW Australia, pp. 354-357.

Teaching Commitment

Dr Shyh Wei Teng is the Chief Examiner for the following units in the Faculty of IT;

• FIT3128 - Database systems design
• FIT9003 - Database systems design

 Shyh teaches the following units in the Faculty of IT;

• FIT2003 - IT professional practice
• FIT3047 - Industrial experience project
• FIT3048 - Industrial experience project
• FIT9903 - Industrial experience project

Activities

Education

Course coordinator (Gippsland and Off campus)
Bachelor of Information Technology and Systems
Faculty of Information Technology, Monash University

Director Ex officio
Undergraduate Studies Gippsland
Faculty of Information Technology, Monash University

Faculty academic committee

Co-opted Member
Undergraduate Programs Committee
Faculty of Information Technology, Monash University

Member
Board of Examiners
Faculty of Information Technology, Monash University

Postgraduate Research Supervisions

Current Supervision

Program of Study:

(DOCTORATE BY RESEARCH).

Supervisors:

Lu, G (Main), Lackmann, M (Associate), Teng, S (Associate).

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

A new approach to classify the image based on its morphological properties by using the Centroid based Clustering Algorithm..

Supervisors:

Teng, S (Main), Lu, G (Associate).

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

An effective technique for multi-modal image registration.

Supervisors:

Lu, G (Main), Teng, S (Associate), Zhang, D (Associate).

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

Effective and efficient techniques for contour-based corner detection and description for image matching.

Supervisors:

Teng, S (Main), Lackmann, M (Associate), Lu, G (Associate).

Completed Supervision

Student:

Barca, J.

Program of Study:

New multicolour illuminated contour-based markers and their use in motion capture. (PHD) 2009.

Supervisors:

Morgan, M (Main), Teng, S (Associate).

Student:

Ooi, C.

Program of Study:

Differential prioritization in feature selection for multiclass molecular classification. (PHD) 2007.

Supervisors:

Chetty, M (Main), Teng, S (Associate).

Student:

Tan, S.

Program of Study:

Approaches to simplify and improve swarm-based clustering. (PHD) 2008.

Supervisors:

Teng, S (Joint), Ting, K (Joint-Co).

Student:

Wells, J.

Program of Study:

Ensembles Without Randomisation or Perturbation. (Masters) 2009.

Supervisors:

Ting, K (Main), Teng, S (Associate).