PERSONAL DETAIL


Prof. Dr. Raveendran A/l Paramesran

Department of Electrical Engineering
Faculty of Engineering
 
  +603-79675253
  ravee@um.edu.my
  Department of Electrical Engineering, Faculty of Engineering, University of Malaya, 50603 Kuala Lumpur, MALAYSIA
 
ResearcherID Link
  http://www.researcherid.com/rid/B-9567-2010

BIOGRAPHY


P. Raveendran received the B.Sc and M.Sc degrees in electrical engineering from South Dakota State University, Brookings, South Dakota, USA in 1984 and 1985 respectively. He was a systems designer with Daktronics, U.S.A before joining the Department of Electrical Engineering at University of Malaya, Kuala Lumpur, as a lecturer in 1986. In 1992, he received a Ronpaku scholarship from Japan to pursue Doctorate in Engineering, which he completed in 1994 at University of Tokushima, Japan. He was promoted to Associate Professor in 1995 and was promoted to Professor in 2003. His research areas include image and video analysis, formulation of new image descriptors for image analysis, fast computation of orthogonal moments, analysis of EEG signals, and data modeling of substance concentration acquired from non-invasive methods. His contributions can be seen in the form of journal publications, conference proceedings, chapters in books and an international patent to predict blood glucose levels using non-parametric model. He has successfully supervised to completion 17 Ph.D students and 13 students in M.Eng.Sc (Masters by research). He is currently a Senior IEEE member and also a member of the Signal Processing Society.


ACADEMIC QUALIFICATION
(Qualification), (Institution).



PROFESSIONAL
(Organisation), (Role), (Year), (Level).


  • Institute of Electrical and Electronic Engineering (IEEE) USA, Senior Member, 2017, (International)

ADMINISTRATIVE DUTIES
(Role), (Level), (Start date),(End Date).


  • Head, Centre for Signal & Image Processing, Faculty of Engineering, 01/01/2015 to 31/12/2015
  • Head, Centre for Signal & Image Processing, Faculty of Engineering, 02/01/2014 to 31/12/2014
  • International Steering Committee Member of Intelligent Signal Processing and Communication Systems (ISPACS), International, 18/01/2016
  • Expert Advisor for 2015 EAC Accreditation of Engineering Programmes and Washington Accord Visit to Faculty of Engineering, University of Malaya, Faculty, 02/06/2015 to 01/10/2015 (-)
  • Appointment as a member of the Panel of Experts for the Advanced Engineering & Technology (AET) Research Cluster, University Malaya, 25/04/2013 to  
  • Committee member of Jawatankuasa Kesapakaran untuk Kenaikan Pangkat ke Jawatan Profesor Madya, Faculty, 14/05/2007 to 13/05/2008
  • Committee member of Jawatankuasa Pengajian Mahasiswa, Faculty, 09/07/2006 to 08/07/2008
  • Committee member of Jawatankuasa Ijazah Tinggi, Faculty, 09/07/2006 to 08/07/2008
  • Head, Faculty, 06/04/2004 to 31/03/2006 (Ketua Jabatan Kejuruteraan Elektrik)
  • Committe Member of jawatankuasa Rayuan Peperiksaan , University Malaya, 07/04/2002 to 07/04/2005

AREAS OF EXPERTISE
(Area).


  • Speech Recognition (Speech Recognition and Verification)
  • Innovative Technology (Prediction of Blood Glucose and Substance Concentration using Noninvasive Method, Near InfraRed, Neural network, Partial Least Squares.)
  • Diagnostic Tools (Brain-Computer Interface, Visual Short-term Memory and Physical Fatigue, Montages)
  • Image Processing and Computer Vision (Image Analysis, Fast Computation of Moments, Image Representation)


RECENT SELECTED PUBLICATIONS
(Publication).



2003
  • C.W.Chong, P.Raveendran & R.Mukundan, An Efficient Algorithm for Fast Computation of Pseudo-Zernike Moments, International Journal of Pattern Recognition and Artificial Intelligence, 17(6), pp.1011-1023, 2003 

2002
  • R.Palaniappan, P.Raveendran and Sigeru Omatu, ¿VEP Optimal Channel Selection Using Genetic Algorithm for Neural Network Classification of Alcoholics,¿ IEEE Transactions on Neural Network, vol.13, issue 2, pp.486-491, March 2002.  
Book

2002
  • P. Raveendran, Microprocessors: MC6800 Fundamentals & MC6809 System Design, Prentice Hall, 2002. 

1998
  • P.Raveendran and Robert J. Simpson, Mikropemproses Lanjutan 8 bit: MC6809, Perisisan, Perkakasan, Seni- Bina and Antara-Muka, Springer-Verlag, 1998 

1997
  • Robert J. Simpson and P.Raveendran, Advanced 8-bit Microprocessor: MC6809, its Software, Hardware, Architecture and Interfacing Techniques, Springer- Verlag, 1997 
Chapter in Book

2017
  • Siong-Shi Ling, Yong-Poh Yu & Raveendran Paramesran. (2017). Video Based Heart Rate Estimation Using Facial Images from Video Sequences, Advances in Optics: Reviews' Book Serices, Vol.1. Barcelona, Spain: IFSA Publishing, S.L. 

2013
  • Barmak Honarvar Shakibaei Asli, Raveendran Paramesran, 2013. Digital Filter Implementation of Orthogonal Moments. InTech ch. 7, pp. 157-187. 

2009
  • 1. R. Palaniappan, C. S. Syan and P. Raveendran, ¿Current Practices in Electroencephalogram Based Brain-Computer Interfaces,¿ published in M. Khosrow-Pour (ed.): ¿Encyclopaedia of Information Science and Technology, 2nd ed.,¿ pp. 888- 901, vol. II, IGI Global, Hershey, PA, USA, 2009. 

2000
  • R.PALANIAPPAN, P.RAVEENDRAN AND SIGERU OMATU 2000. IMPROVED MOMENT INVARIANTS FOR INVARIANT IMAGE REPRESENTATION (CHAPTER 9) INVARIANTS FOR PATTERN RECOGNITION AND CLASSIFICATION, SERIES IN MACHINE PERCEPTION AND ARTIFICIAL INTELLIGENCE 167 185 WORLD SCIENTIFIC PUBLISHING CO. 
Article in Academic Journals

2018
  • Tarmizi Adam & Raveendran Paramesran. (2018). Image Denoising using Combined Higher Order Nonconvex Total Variation with Overlapping Group Sparsity. Multidimensional Systems and Signal Processing (ISI-Indexed)
  • Mohd Fikree Hassan, Raveendran Paramesran, Yoshiki Tanaka & Kiyoshi Tanaka. (2018). A method using uniform yellowing pigmentation to model the color perception of the elderly people. Signal, Image and Video Processing, 1-8. (ISI-Indexed)

2017
  • Ahlad Kumar, Mohd Fikree Hassan, P. Raveendran. (2017). Learning based restoration of Gaussian blurred images using Weighted Geometric moments and Cascaded digital filters. Applied Soft Computing. Advance online publication, doi.org/10.1016/j.asoc.2017.11.021 (ISI-Indexed)
  • V.P. Ananthi, P. Balasubramaniam, P. Raveendran. (2017). Impulse Noise Detection Technique based on Fuzzy Set. IET Signal Processing, DOI: 10.1049/iet-spr.2016.0538 (ISI-Indexed)
  • Mohd Fikree Hassan, Raveendran Paramesran. (2017). Naturalness Preserving Image Recoloring Method for People with Red-Green Deficiency. Signal Processing: Image Communication, 57, 126-133. (ISI-Indexed)
  • V. P. Ananthi, P. Balasubramaniam & P. Raveendran. (2017). A thresholding method based on interval-valued intuitionistic fuzzy sets: an application to image segmentation. Pattern Analysis and Applications, DOI: 10.1007/s10044-017-0622-y (ISI-Indexed)
  • K. Ratnavelu, M. Kalpana, P. Balasubramaniam, K. Wong & P. Raveendran. (2017). Image Encryption Method based on Chaotic Fuzzy Cellular Neural Networks. Signal Processing, 140, 87-96. (ISI-Indexed)
  • Wissam Jassim, Raveendran Paramesran & Naomi Harte. (2017). Speech Emotion Classification Using Combined Neurogram and INTERSPEECH 2010 Paralinguistic Challenge Features. IET Signal Processing, DOI: 10.1049/iet-spr.2016.0336 (ISI-Indexed)
  • Chih-Yang Pee, S.H. Ong & P.Raveendran. (2017). Numerically Efficient Algorithms for Anisotropic Scale and Translation Tchebichef Moment Invariants. Pattern Recognition Letters, 92, 68-74. (ISI-Indexed)

2016
  • Md Rakibul Mowla, Siew-Cheok Ng, Muhammad S. A. Zilany & Raveendran Paramesran. 2016. Single-Trial Evoked Potential Estimation Using Iterative Principal Component Analysis. IEEE Sensors Journal 6(18): 6955-6960. (ISI-Indexed)
  • Ganesh Krishnasamy, Raveendran Paramesran. Hessian Semi-Supervised Learning Machine. Neurocomputing DOI:10/1016/j.neucom.2016.05.039 (ISI-Indexed)
  • Vijeta Khare, Palaiahnakote Shivakumara, Paramesran Raveendran, Michael Blumenstein. 2016. A blind deconvolution model for scene text detection and recognition in video. Pattern Recognition 54: 128-148 (ISI-Indexed)
  • Li Sze Chow, Raveendran Paramesran. Review of Medical Image Quality Assessment. Biomedical Signal Processing and Control. 2016; 27: 145-154. DOI: 10.1016/j.bspc.2016.02.006 (ISI-Indexed)
  • Ahlad Kumar, Raveendran Paramesran, Chern-Loon Lim and Sarat C.Dass (2016). Tchebichef moment based restoration of Gaussian blurred images. Applied Optics, 55(32), 9006-9016. (ISI-Indexed)
  • Chern-Loon Lim, Raveendran Paramesran, Wissam A. Jassim,Yong-Poh Yu, King Ngi Ngan (2016). Blind image quality assessment for Gaussian blur images using exact Zernike moments and gradient magnitude. Journal of the Franklin Institute, 353 (17), 4715-4733. (ISI-Indexed)
  • Songnan Li, King Ngi Ngan, Raveendran Paramesran & Lu Sheng. (2016). Real-time Head Pose Tracking with Online Face Template Reconstruction. IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(9), 1922-1928. DOI: (ISI-Indexed)
  • Vijeta Khare, Palaiahnakote Shivakumara, Raveendran Paramesran & Michael Blumenstein. (2016). Arbitrarily-oriented multi-lingual text detection in video. Multimedia Tools and Applications, 76(259), 1-31. (ISI-Indexed)

2015
  • Khare, Vijeta, Palaiahnakote Shivakumara & Paramesran Raveendran. 2015. A new Histogram Oriented Moments descriptor for multi-oriented moving text detection in video. Expert Systems with Applications 42(21): 7627- 7640. (ISI-Indexed)
  • Yu, Yong-Poh, P. Raveendran & Chern-Loon Lim. 2015. Dynamic heart rate measurements from video sequences. Biomedical Optics Express 6, no. 7: 2466-2480. (ISI-Indexed)
  • Yeh Huann Goh, Paramesran Raveendran, Yann Ling Goh. 2015.Robust speech recognition system using bidirectional Kalman filter. IET Signal Processing 9(6): 491-497 (ISI/SCOPUS Indexed Publication)
  • Yong-Poh Yu, P. Raveendran, Chern-Loon Lim & Ban-Hoe Kwan. 2015. Dynamic heart rate estimation using principal component analysis. Biomedical Optics Express 6(11):4610- 4618. (ISI-Indexed)
  • Md Rakibul Mowlaa, Siew-Cheok Nga,Muhammad S.A. Zilanya & Raveendran Paramesran. 2015. Artifacts-matched blind source separation and wavelet transform formultichannel EEG denoising. Biomedical Signal Processing and Control 22:111-118. (ISI/SCOPUS Indexed Publication)
  • Ran Shi, King Ngi Ngan, Songnan Li, Raveendran Paramesran & Hongliang Li. 2015. Visual Quality Evaluation of Image Object Segmentation: Subjective Assessment and Objective Measure. IEEE Transactions On Image Processing 24(12): 5033-5045. (ISI-Indexed)
  • Kah-Hyong Chang & Raveendran Paramesran. 2015. Configurable Architecture for Fast Moments Computation. Journal of Signal Processing Systems for Signal Image and Video Technology 78(2):179-186 (ISI-Indexed)

2014
  • Barmak Honavar, Raveendran Paramesran, Chern Loon Lim. 2014. Image reconstruction from a complete set of geometric and complex moments. Signal Processing 98: 224-232 (ISI/SCOPUS Indexed Publication)
  • Ahlad Kumar, Raveendran Paramesran, Barmak Honarvar Shakibaei. 2014. Moment domain representation of nonblind image deblurring. Applied optics 53 (10): B167-B171 (ISI/SCOPUS Indexed Publication)
  • Barmak Honarvar Shakibaeia and Raveendran Paramesran. 2014. A new Formulation of Geometric Moments From Lower Output Values of Digital Filters. Journal of Circuits Systems and Computers. 23(4) (ISI-Indexed)
  • Krishnasamy, Ganesh, Anand J. Kulkarni, and Raveendran Paramesran. 2014. A hybrid approach for data clustering based on modified cohort intelligence and K-means. Expert Systems with Applications 41(13) : 6009-6016. (ISI/SCOPUS Indexed Publication)
  • Wissam A. Jassim, Raveendran Paramesran,Muhammad S.A. Zilany. 2014. Enhancing noisy speech signals using orthogonal moments. IET Signal Processing 8(8):891-905 (ISI/SCOPUS Indexed Publication)
  • Yeh Huann Goh, Paramesran Raveendran, Sudhanshu Shekhar Jamuar. 2014. Robust speech recognition using harmonic features. IET Signal Processing 8(2):167-175 (ISI-Indexed)

2013
  • Barmak Honarvar Shakibaei Asli,Raveendran Paramesran,Chern-Loon Lim. 2013. The fast recursive computation of Tchebichef moment and its inverse transform based on Z-transform. Digital Signal Processing 23 (5): 1738-1746 (ISI-Indexed)
  • Barmak Honarvar Shakibaei Asli, Raveendran Paramesran. 2013. Recursive formula to compute Zernike radial polynomials. Optics Letters 38(14): 2487-2489 (ISI-Indexed)
  • Barmak Honarvar Shakibaei Asli, Raveendran Paramesran. 2013. Fourier Mellin expansion coefficients of scaled pupils. Chinese Optics Letters 11(8): 080101-1 to 080101-4 (ISI-Indexed)

2012
  • Kim Han Thung, Raveeendran Paramesran, Chern Loon Lim. 2012. Content Based Image Quality Metric using Similarity Measure of Moment Vectors. Pattern Recognition. 45(6): 2193-2204. (ISI-Indexed)
  • Jassim W.A., Raveendran P., Mukundan R. 2012. New orthogonal polynomials for speech signal and image processing. IET Signal Processing 6(8):713-723 (ISI-Indexed)
  • Kah-Hyong Chang, Raveendran Paramesran, Barmak Honarvar Shakibaei Asli, Chern-Loon Lim. 2012. Efficient Hardware Accelerators for the Computation of Tchebichef Moments. IEEE Transaction on Circuit, System and Video Technology 22(3): 414-425. (ISI-Indexed)

2011
  • Chern-Loon Lim, Barmark Honarvar, Kim Han Thung, Raveendran Paramesran. 2011. Fast computation of exact Zernike moments using cascaded digital filters. Journal Information Sciences 181(17): 3638-3651. (ISI-Indexed)

2010
  • Wee, C. Y., & Raveendran Paramesran. 2010. Image Quality Assessment by Discrete Orthogonal Moments. Pattern Recognition 43(12): 4055-4068. (ISI-Indexed)
  • Zheng-Ming, Chuah ,Raveendran Paramesran, Kavintheran, Thambiratnam , Sin-Chew, Poh. 2010. A two-level partial least squares system for non-invasive blood glucose concentration prediction. Chemometrics and Intelligent Laboratory Systems 104(2): 347-351. (ISI-Indexed)

2009
  • Ng Siew-Cheok, Paramesran Raveendran. 2009. Enhanced mu Rhythm Extraction Using Blind Source Separation and Wavelet Transform. IEEE Transactions on Biomedical Engineering. 56(8): 2024-2034. (ISI-Indexed)
  • Wee. C. Y., Raveendran, P. & Takeda, F. 2009. Sorting of rice grains using Zernike moments. Journal of Real-Time Image Processing. 4(4): 353-363. (SCOPUS-Indexed)

2008
  • Chong-Yaw Wee, Raveendran Paramesran, R. Mukudan. 2008. Fast Computation of Geometric Moments using a Symmetric Kernel. Pattern Recognition. 41(7): 2369-2380. (ISI-Indexed)
  • C.S. Soh, P.Raveendran, R.Mukundan. 2008. Mathematical Models for Prediction of Active Substance Content in Pharmaceutical Tablets and Moisture in Wheat. Chemometrics and Intelligent Laboratory Systems. 93(1): 63-69. (ISI-Indexed)

2007
  • Pew-Thian Yap, Raveendran Paramesran, Seng-Huat Ong. 2007. Image Analysis Using Hahn Moments. IEEE Trans. On Pattern Analysis and Machine Intelligence. 29(11): 2057-2062. (ISI-Indexed)
  • C.Y. Wee and P. Raveendran,(2007). On The Computational Aspects of Zernike Moments. Image Vision and Computing. Vol. 25, No.6, pp 967-980. (ISI-Indexed)
  • P.T. Yap and P.Raveendran, (2007). Eigenmoments. Pattern Recognition. Vol. 40, No.4, pp 1234-1244. (ISI-Indexed)
  • Chong-Yaw Wee and P.Raveendran, (2007). Derivation of Blur Invariant Features Using Orthogonal Legendre Moments. IET Computer Vision, U.K, Vol 1, No.2, pp 66-77. (ISI-Indexed)
  • C.W. Wee and P.Raveendran, (2007). Image Sharpness Measure Using Eigenvalues. Information Sciences Vol. 177, No.12, pp 2533-2552. (ISI-Indexed)

2006
  • P.T. Yap and P.Raveendran,(2006). Content-Based Image Retrieval Using Legendre Chromaticity Distribution Moments. IEE Proc. Vision, Image and Signal Processing. Vol. 152, No.1, pp 17-24. (ISI-Indexed)
  • C.Y. Wee and P.Raveendran, (2006). Efficient Computation of Radial Moment Functions Using Symmetrical Property. Pattern Recognition. Vol. 39, No.11, pp 2036-2046. (ISI-Indexed)

2005
  • P. T. Yap and Raveendran Paramesran, (2005). An Efficient Method for the Computation of Legendre Moments. IEEE Trans. On Pattern Analysis and Machine Intelligence. Vol. 27, No.12, pp 1996-2002. (ISI-Indexed)

2004
  • C.Y.Wee, P.Raveendran and F. Takeda, (2004). New Computational Methods for Full and Subset Zernike Moments. Information Sciences. Vol. 159, No.3-4, pp 203-220. (ISI-Indexed)
  • C.W. Chong, P. Raveendran and R. Mukundan, (2004). Translation and Scale Invariants of Legendre Moments. Pattern Recognition. Vol. 37, No.1, pp 119-129. (ISI-Indexed)
  • P.T. Yap and P.Raveendran, (2004). Image Focus Measure Based on Tchebichef Moments. IEE Proc. Vision, Image and Signal Processing. Vol. 151, No.2, pp 128-136. (ISI-Indexed)

2003
  • P.T. Yap, P.Raveendran and O.S. Huat, (2003). Image Analysis Using Krawtchouk Moments, IEEE Trans. on Image Processing. Vol. 12, No.11, pp 1367-1377. (ISI-Indexed)
  • C.C. Way, P. Raveendran and M. Mukundan, (2003). Translation Invariants of Zernike Moments. Pattern Recognition. Vol. 36, No.8, pp 1765-1773. (ISI-Indexed)
  • C.C. Way, P. Raveendran and M. Mukundan, (2003). A Comparative Analysis of Algorithms for Fast Computation of Zernike Moments. Pattern Recognition. Vol. 36, No.3, pp 731-742. (ISI-Indexed)
  • Palaniappan, R., Raveendran P., & Nishida S., (2003). Multi-channel reduced visual evoked potential analysis, IEE (Japan), Trans. EIS. Vol. 123, No. 10, pp 1721-1727. (SCOPUS-Indexed)
  • C.C. Way, P. Raveendran and M. Mukundan,(2003). The Scale Invariants of Pseudo-Zernike Moments. Pattern Analysis and Applications. Vol.6, pp 176-184. (ISI-Indexed)
  • C.W. Chong, P. Raveendran and R. Mukundan, (2003). An Efficient Algorithm for Fast Computation of Pseudo- Zernike Moments. International Journal of Pattern Recognition and Artificial Intelligence. Vol. 17, No.6, pp 1011-1023. (ISI/SCOPUS Indexed Publication)

2002
  • Palaniappan, R., & Raveendran P., (2002). Using Genetic Algorithm to Select A subset of Multi-channel Spectral Bands of Brain Rhythms for Classification, Applied Soft Computing, UK, Vol. 2, pp 48-60. (SCOPUS-Indexed)
  • R. Palaniappan, P. Raveendran and S. Omatu, (2002). VEP Optimal Channel Selection using Genetic Algorithm for Neural Network Classification of Alcoholics. IEEE Transactions on Neural Networks. Vol. 13, No.2, pp 486-491. (ISI-Indexed)
  • R. Palaniappan and P. Raveendran, (2002). Using Genetic Algorithm to Select a subset of Multi-channel Spectral Bands of Brain Rhythms for Classification. Applied Soft Computing. Vol. 2, pp 48-60. (ISI-Indexed)
  • R. Palaniappan, P. Raveendran, (2002). Individual Identification Technique using Visual Evoked Potential Signals. Electronics Letters. Vol. 38, No.25, pp 1634 -1635. (ISI-Indexed)
  • R. Palaniappan, P.Raveendran, S. Nishida and N. Saiwaki, (2002). A New Brain-Computer Interface Design Using Fuzzy ARTMAP , IEEE Transactions on Neural Systems and Rehabilitation Engineering. Vol. 10, No.3, pp 140-148. (ISI-Indexed)

2001
  • R. Palaniappan and P. Raveendran, (2001). Recursive Digital Filter for Fast Visual Evoked Potential Estimation and Classification. Electronics Letters. Vol. 37, No.15, pp 990-992. (ISI-Indexed)
  • R. Palaniappan and P. Raveendran, (2001). Cognitive Task Prediction Using Parametric Spectral Analysis of EEG Signals, Malaysian Journal of Computer Science. Vol 14, No.1, pp 58-67. (ISI/SCOPUS Indexed Publication)

2000
  • R. Palaniappan, P. Raveendran and S. Omatu, (2000). New Invariant Moments for Non-Uniformly Scaled Images. Pattern Analysis and Applications. Vol.3, No.2, pp 78-87. (ISI-Indexed)
  • P. Raveendran, R. Palaniappan and S. Omatu, (2000). Fuzzy ARTMAP Classification of Invariant Features Derived using Angle of Rotation from a Neural Network. Information Sciences. Vol. 130, No.1-4, pp 67-84. (ISI-Indexed)

1999
  • R. Palaniappan, P. Raveendran and S. Omatu, (1999). Neural Network Classification of Symmetrical and Nonsymmetrical Images using New Moments with High Noise Tolerance. International Journal of Pattern Recognition and Artificial Intelligence. Vol. 13, No.8, pp 1233-1250. (ISI-Indexed)

1998
  • Raveendran Paramesran, P. Ramaswamy, P and S. Omatu, (1998). Regular Moments for Symmetric Images. Electronics Letters. Vol. 34, No.15, pp 1481-1482. (ISI-Indexed)

1995
  • P. Raveendran, Omatu S and Bakar WA, (1995). Neuro- pattern classification of elongated and contracted images. Information Sciences-applications. Vol. 3, No. 3, pp 209-221. (ISI-Indexed)

1994
  • P. Raveendran and S. Omatu, (1994). Performance of an Optimal Subset of Zernike Features for Pattern- Classification. Information Sciences-Applications. Vol. 1 No.3, pp 133-147. (ISI-Indexed)
  • Raveendran P., & Omatu, S., (1994). Generated Moment Invariant Features by Cascaded Neural Network for Pattern Classification, Transactions of Information Processing Society of Japan. Vol. 35, No. 2, pp 48-57. (SCOPUS-Indexed)
  • P. Raveendran, Sigeru Omatu and A.B. Wan, (1994). "Generated Moments by Neural Networks to Recognise Invariant Image Representations", Journal of Artificial Neural Networks (U.S.A.). Vol. 1, No. 4, pp. 541-553. 
  • Raveendran P., Omatu, S., & Ong, S. H., (1994). Neuro- pattern classification using Zernike moments and its reduced set of features, Intelligent Systems Engineering, U.K. Vol. 3, No. 4, pp 230-235. (SCOPUS-Indexed)
  • Raveendran P., (1994). Invariant image representation by Fourier complex-log for pattern classification, ASEAN Journal on Science and Technology for Development. Vol. 1, No. 2, pp 81-94. (SCOPUS-Indexed)

1993
  • Raveendran P., Omatu, S., & Wan A. B., (1993). A Neural Network Approach to Minimize Intraclass Invariance of Moment Invariant for Pattern Classification, Neural, Parallel and Scientific Computations (U.S.A.). Vol. 1, pp 347-356. (SCOPUS-Indexed)
  • Raveendran, P., and Lim, K. G.,(1993). "Digital Frequency Synthesizer", AEESEAP Journal of Engineering Education. Vol. 21, No. 2, pp 95-97. (SCOPUS-Indexed)
Proceeding

2011
  • Barmak Honarvar Shakibaei, Raveendran Paramesran, Kim- Han Thung and Kah-Hyong Chang, (2011) A Reduced 2-D Digital Filter Structure for Fast Implementation of Geometric Moments, International Conference on Signal and Information Processing (ICSIP), Singapore. (Non-ISI/Non-SCOPUS)
  • K.H. Thung, P. Raveendran, Similarity Measure of Moment Vectors as Image Quality Measures," IVCNZ 2011, Twenty-sixth International Conference Image and Vision Computing, 29 Nov - 1 Dec, 2011, Auckland, New Zealand. (SCOPUS-Indexed)

2009
  • 1. Nor\'aini, A.J., & Raveendran, P., (2009). Improving Face Recognition using Combination Of Global and Local Features, 2009 6th International Symposium On Mechatronics and its Applications (ISMA) 433-438, 6th International Symposium on Mechatronics and its Applications, Mar 23-26, Sharjah, United Arab Emirates (ISI-Indexed)

2008
  • 2.Soh, C. S., Zhang, X. Q., Chen, J. H., Raveendran, P., Soh, P. H., and Yeo, J. H., (2008). Blood Glucose Prediction using Neural Network - Art. No. 68480B, Advanced Biomedical and Clinical Diagnostic Systems VI 6848B8480-B8480 2008, Conference on Advanced Biomedical and Clinical Diagnostic Systems VI, Jan 20-21, San Jose, CA (ISI-Indexed)
  • Nor\'aini, A.J. & Raveendran, P., (2008). Improving Face Recognition using Original and Pre-processed Features, 2008 International Symposium On Information Theory and its Applications, 1, 3628-633, International Symposium on Information Theory and Its Applications, Dec 07-10, Auckland, New Zealand (ISI-Indexed)
  • Wee, C.Y. & Paramesran, R., (2008). Comparative Analysis of Eigenvalues-Based and Tchebichef Moments- Based Focus Measures, ECTI-CON 2008: Proceedings of the 2008 5th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, 1, 2517-2520, 5th International Conference on Electrical Engineering/Electronics, Computer Telecommunications and Information Technology, May 14-17, Krabi, Thailand (ISI-Indexed)
  • 3.Ng, S.C. & Raveendran, P, (2008). Removal of EOG Artefacts Using ICA Regression Method, 4th Kuala Lumpur International Conference on Biomedical Engineering 2008, 21(1-2), 226-229, 4th Kuala Lumpur International Conference on Biomedical Engineering, June 25-28, Kuala Lumpur, Malaysia (ISI-Indexed)

2007
  • Ng, S.C. & Raveendran, P., (2007). Comparison of Different Montages on to EEG classification, 3rd Kuala Lumpur International Conference on Biomedical Engineering 2006, 15, 365-368, 3rd Kuala Lumpur International Conference on Biomedical Engineering 2006 (BioMed 2006), Dec 11-14, Kuala Lumpur, Malaysia (ISI/SCOPUS Indexed Publication)
  • Selman, S., & Paramesran, R., (2007). Comparative Analysis of Methods used in the Design of DTMF Tone Detectors, ICT-MICC: 2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, Proceedings 1-2, 335-339, IEEE International Conference on Telecommunications/IEEE Malaysia International Conference on Communications (ICT-MICC 2007), May 14-17, Penang, Malaysia (ISI/SCOPUS Indexed Publication)
  • Wee, C.Y., Paramesran, R., & Mukundan, R., (2007). Quality Assessment of Gaussian Blurred Images using Symmetric Geometric Moments, 14th International Conference on Image Analysis and Processing Proceedings, 807-812, 14th International Conference on Image Analysis and Processing, Sep 10-14, Modena, Italy (ISI/SCOPUS Indexed Publication)
  • Ng, S.C. & Raveendran, P., (2007). EEG Peak Alpha Frequency as an Indicator for Physical Fatigue, 11th Mediterranean Conference on Medical and Biological Engineering and Computing 2007, 16 (1-2), 517-520, 11th Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON 2007), Jun 26-30, Ljubljana, Slovenia 
  • Soh, C. S., & Raveendran, P., (2007). Multi-Resolution Analysis of Near Infrared Spectroscopic Data for Calibration and Prediction of Active Substances in Phosphate Buffer Solution, 3rd Kuala Lumpur International Conference on Biomedical Engineering 2006, 15, 415-418, 3rd Kuala Lumpur International Conference on Biomedical Engineering 2006 (BioMed 2006), Dec 11-14, Kuala Lumpur, Malaysia (ISI/SCOPUS Indexed Publication)
  • Wee, C.Y., Paramesran, R., & Takeda, F., (2007). Fast Computation of Zernike Moments for Rice Sorting System, 2007 IEEE International Conference on Image Processing, 1-7, 2961-2964, IEEE International Conference on Image Processing (ICIP 2007), Sep 16-19, San Antonio, Texas, United States of America (ISI/SCOPUS Indexed Publication)
  • Nor\'aini, A. J., Raveendran, P., & Selvanathan, N., (2007). A Comparative Analysis of Zernike Moments and Principal Component Analysis as Feature Extractors for Face Recognition, 3rd Kuala Lumpur International Conference on Biomedical Engineering 2006, 15, 37-41, 3rd Kuala Lumpur International Conference on Biomedical Engineering 2006 (BioMed 2006), Dec 11-14, Kuala Lumpur, Malaysia (ISI/SCOPUS Indexed Publication)

2006
  • Nor\'aini, A. J., Raveendran, P., & Selvanathan, N., (2006). Human Face Recognition using Zernike Moments and Nearest Neighbour Classifier, 2006 4th Student Conference on Research and Development, 120-123, 4th Student Conference on Research and Development, Jun 27- 28, Shah Alam, Malaysia (ISI/SCOPUS Indexed Publication)
  • Ong, K. M., & Paramesran, R., (2006). A Study of Power Asymmetry Ratio of Single Trial Electroencephalogram during Finger Movement, TENCON 2005 - 2005 IEEE Region 10 Conference, 1-5, 504-507, IEEE Region 10 Conference (TENCON 2005), Nov 21-24, Melbourne, Australia (ISI/SCOPUS Indexed Publication)
  • Yap, P. T., & Paramesran, R., (2006). An Image Watermarking Scheme based on Orthogonal Moments, TENCON 2005 - 2005 Ieee Region 10 Conference, 1-5, 2209-2212, IEEE Region 10 Conference (TENCON 2005), Nov 21-24, Melbourne, Australia (ISI/SCOPUS Indexed Publication)

2005
  • Nor\'aini, A.J., Raveendran, P., & Selvanathan, N., (2005). A Comparative Analysis of Feature Extraction Methods for Face Recognition System, 2005 Asian Conference on Sensors and the International Conference on New Techniques in Pharmaceutical and Biomedical Research, Proceedings, 176-181, Asian Conference on Sensors/International Conference on New Techniques in Pharmaceutical and Biomedical Research, Sep 05-07, Kuala Lumpur, Malaysia (ISI/SCOPUS Indexed Publication)
  • Ong, K. M., & Paramesran, R., (2005). Autoregressive (AR) Model Order Selection And Spectral Estimation for Pre-Finger-Movement EEG Signals, ICBME 2005, The 12th International Conference on Biomedical Engineering, CDROM Proceedings ICBME 2005, The 12th International Conference on Biomedical Engineering, Dec 7-10, Singapore. (ISI/SCOPUS Indexed Publication)
  • Ong, K. M., Thung, K. H., Wee, C. Y., & Paramesran, R., (2005). Selection of a Subset of EEG Channels using PCA to Classify Alcoholics and Non-Alcoholics, 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 1-7, 4195- 4198, 27th Annual International Conference of the IEEE- Engineering-in-Medicine-and-Biology-Society, Aug 31- Sep 03, Shanghai, Peoples R. China (ISI/SCOPUS Indexed Publication)
  • Soh, C. S., Ong, K. M., & Raveendran, P., (2005). Variable Selection using Genetic Algorithm for Analysis of Near-Infrared Spectral Data using Partial Least Squares, 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 1-7, 1178-1181, 27th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology- Society, Aug 31-Sep 03, Shanghai, Peoples R. China (ISI/SCOPUS Indexed Publication)

2004
  • Yap, P. T., & Paramesran, R., (2004). Jacobi moments as image features, TENCON 2004 - 2004 IEEE Region 10 Conference, A-D, A594-A597, IEEE Region 10 Conference on Analog and Digital Techniques in Electrical Engineering, Nov 21-24, Chiang Mai, Thailand (ISI/SCOPUS Indexed Publication)
  • Soh, C. S., Raveendran, P., & Taha, Z., (2004). Automatic Generation of Self-Organized Virtual Crowd using Chaotic Perturbation, TENCON 2004 - 2004 IEEE Region 10 Conference, A-D, B124-B127, IEEE Region 10 Conference on Analog and Digital Techniques in Electrical Engineering, Nov 21-24, Chiang Mai, Thailand (ISI/SCOPUS Indexed Publication)
  • Thung, K. H., Ong, K. M., & Paramesran, R., (2004). A Study of EEG Signals Associated with Intended Cursor Movement using Asymmetry Ratio, TENCON 2004 - 2004 IEEE Region 10 Conference, A-D, C608-C611, IEEE Region 10 Conference on Analog and Digital Techniques in Electrical Engineering, Nov 21-24, Chiang Mai, Thailand (ISI/SCOPUS Indexed Publication)
  • 2004 (2004). Bootstrap Model Order Selection of Zernike Polynomial Expansion for Classification of Rice, TENCON 2004 - 2004 IEEE Region 10 Conference, A- D, A203-A206, IEEE Region 10 Conference on Analog and Digital Techniques in Electrical Engineering, Nov 21- 24, Chiang Mai, Thailand (ISI/SCOPUS Indexed Publication)
  • Kwan, B. H., & Raveendran, P., (2004). Comparison between Legendre Moments and DCT in ECG Compression, TENCON 2004 - 2004 IEEE Region 10 Conference, A-D, A167-A170, IEEE Region 10 Conference on Analog and Digital Techniques in Electrical Engineering, Nov 21- 24, Chiang Mai, Thailand (ISI/SCOPUS Indexed Publication)
  • Yap, P. T., & Paramesran, R., (2004). Local Watermarks Based on Krawtchouk Moments, TENCON 2004 - 2004 IEEE Region 10 Conference, A-D, B73-B76, IEEE Region 10 Conference on Analog and Digital Techniques in Electrical Engineering, Nov 21-24, Chiang Mai, Thailand (ISI/SCOPUS Indexed Publication)

2002
  • Wee¿, C. Y., & Raveendran, P., (2002). An Efficient Algorithm for Fast Computation of Zernike Moments, Proc. 5th International Conference on Computer Vision, Pattern Recognition and Image Processing, pp. 785 - 788, March 8-14, Durham, NC, USA (SCOPUS-Indexed)
  • Tham H., K., Raveendran, P., and Takeda, F. (2002). Neural Network Verification of Dynamic Signatures using Pressure Sensitive Pen, Proc. 5th International Conference on Computer Vision, Pattern Recognition and Image Processing, pp. 840-843, March 8-14, Durham, NC, USA (SCOPUS-Indexed)
  • Wee¿, C. Y., Raveendran, P., Takeda, F., Tsuzuki, T., Kadota H., and Shimanouchi, S., (2002). Feature Reduction Of Zernike Moments Using Genetic Algorithm For Neural Network Classification Of Rice Grain, Proc. International Joint Conferences on Neural Network (IJCNN 2002), May, Hawaii, USA (SCOPUS-Indexed)
  • Palaniappan, R., & Raveendran, P., (2002). Genetic Algorithm to Select Features for Fuzzy ARTMAP Classification of Evoked EEG, IEEE Asia-Pacific Conference on Circuits and Systems, 2, 53-56, IEEE Asia-Pacific Conference on Circuits and Systems, Dec 16-18, Singapore (ISI/SCOPUS Indexed Publication)
  • Palaniappan, R., & Raveendran, P., (2002). Gamma Band Analysis of VEP to Study the Electrophysiological Differences in Alcoholics, International Congress on Biological and Medical Engineering, CDROM Proceedings, December 4-7, Singapore (SCOPUS-Indexed)
  • Wee, C. Y., Paramesran, R., & Takeda, F., (2002). Classification of Rice Grain Using New Scale Invariant Zernike Moments 5th International Conference on Computer Vision, Pattern Recognition and Image Processing, 832-835, 5th International Conference on Computer Vision, Pattern Recognition and Image Processing March 8-14, Durham, NC, U.S.A. (ISI/SCOPUS Indexed Publication)
  • Palaniappan, R., & Raveendran, P., (2002). N1 and P2 Evoked Response as a Measure of Short Term Visual Memory, 5th International Conference on Computer Vision, Pattern Recognition and Image Processing, 545- 548, 5th International Conference on Computer Vision, Pattern Recognition and Image Processing March 8-14, Durham, NC, U.S.A. (ISI/SCOPUS Indexed Publication)
  • Palaniappan, R., & Raveendran, P., (2002). Gamma Band Analysis of VEP to Study the Electrophysiological Differences in Alcoholics, International Congress on Biological and Medical Engineering, CDROM Proceedings, International Congress on Biological and Medical Engineering, December 4-7, Singapore (ISI/SCOPUS Indexed Publication)
  • Palaniappan, R., & Raveendran, P., (2002). P3 Response From Single Trial VEP Signals To Analyse The Electrophysiological Differences In Alcoholics, Proc. International Conference on Biomedical Engineering, pp. 233 - 235, June 6-8, Kuala Lumpur, Malaysia. (SCOPUS-Indexed)
  • Yap, P.T., Raveendran P., & Ong, S. H., (2002). Krawtchouk Moments as a New Set of Discrete Orthogonal Moments for Image Reconstruction, Joint Conferences on Neural Network (IJCNN 2002), 908-912, Joint Conferences on Neural Network (IJCNN 2002), May, Hawaii, U.S.A, (ISI/SCOPUS Indexed Publication)

2001
  • Palaniappan, R., & Raveendran, P., (2001). Classification of Single Trial Gamma Band VEP Extracted During Object Recognition, Proc. International Conference on Biomedical Engineering, vol. 1, pp. 1-4, December 21 - 24, Bangalore, India (SCOPUS-Indexed)
  • Chong, C. W., Mukundan, R., and Raveendran, P., (2001). An Efficient Algorithm for Fast Computation of Pseudo-Zernike Moments, Proc. Intl. Conf. on Image and Vision Computing (IVCNZ\'01), pp. 237-242, November 2001, New Zealand (SCOPUS-Indexed)
  • Palaniappan, R., & Raveendran, P., (2001). VEP Spectral Bands for Detecting Alcoholics (abstract), Annals of Biomedical Engineering, vol. 29, pp. S-14 (supplement 1), October 4-7 , Durham, USA (SCOPUS-Indexed)
  • Palaniappan, R., & Raveendran, P., (2001). Power and Asymmetry Ratio of Spectral Bands for Mental Task Recognition, Proceedings of IEEE Sixth International Symposium on Signal Processing and its Applications, vol. 2, pp. 745 - 746, August 13-16 Kuala Lumpur, Malaysia (SCOPUS-Indexed)
  • Tham H., K., Raveendran P., & Palaniappan, R., (2001). Recognition of Handwritten Numerals Using Segmentation, Stroke Identification and Decision Tree¿, Proceedings of the IEEE International Student Conference on Research and Development, SCOReD, CD-ROM Proceedings, February 20-21, Kuala Lumpur, Malaysia (SCOPUS-Indexed)
  • Palaniappan, R., & Raveendran, P., (2001). A New Mode of EEG Based Communication¿, Proceedings of IEEE International Joint Conference on Neural Networks, vol. 1, pp. 2679-2682, July 14-19, Washington DC, USA (SCOPUS-Indexed)
  • Yap, P. T., Raveendran, P., & Ong, S. H., (2001). Chebyshev Moments as a New Set of Moments for Image Reconstruction, Proc. International Joint Conferences on Neural Network 2001 (IJCNN 2001), July ,Washington DC, USA (SCOPUS-Indexed)
  • Palaniappan, R., & Raveendran, P., (2001). Neural Network Classification of Brain Waves Using Asymmetry Ratio, Proceedings of the IEEE International Student Conference on Research and Development, SCOReD, CD-ROM Proceedings, February 20-21, Kuala Lumpur, Malaysia (SCOPUS-Indexed)
  • Palaniappan, R., & Raveendran, P., (2001). Autoregressive Order Selection Criteria: A Case Study for EEG Signals, Proceedings of the IEEE International Student Conference on Research and Development, SCOReD, CD-ROM Proceedings, February 20-21, Kuala Lumpur, Malaysia (SCOPUS-Indexed)
  • Palaniappan, R., & Raveendran, P., (2001). Single Trial VEP Extraction Using Digital Filter, Proceedings of IEEE 11th Workshop on Statistical Signal Processing (SSP), pp. 249 - 252, August 6-8, Singapore 

2000
  • Palaniappan, R., Raveendran, P., Nishida, S., & Saiwaki, N., (2000). Improved Spectral Analysis of EEG Signals, Proceedings of IEEE ¿ Engineering in Medicine and Biology Society Asia Pacific Conference, vol. 1, pp. 143 - 144, September 26-28, Hangzhou, Peoples. R. China (SCOPUS-Indexed)
  • Palaniappan, R., Raveendran, P., Nishida, S., & Saiwaki, N., (2000). Autoregressive Spectral Analysis and Model Order Selection Criteria for EEG Signals¿, Proceedings of IEEE Region 10 Conference (TENCON), vol. 2, pp. 126-129, September 25-27, Kuala Lumpur, Malaysia (SCOPUS-Indexed)
  • Palaniappan, R., Raveendran, P., Nishida, S., & Saiwaki, N., (2000). Fuzzy ARTMAP Classification of Mental Tasks Using Segmented and Overlapped EEG Signals, Proceedings of IEEE Region 10 Conference (TENCON), vol. 2, no. 388-391, September 25-27, Kuala Lumpur, Malaysia (SCOPUS-Indexed)
  • Palaniappan, R., Raveendran, P., Nishida, S., & Saiwaki, N., (2000). Mental task discrimination using EEG signals with genetically trained Fuzzy ARTMAP, Annals of Biomedical Engineering, vol. 28, pp. S-116 (supplement 1), October 12-14, Seattle, USA (SCOPUS-Indexed)
  • Palaniappan, R., Raveendran, P., Nishida, S., & Saiwaki, N., (2000). Evolutionary Fuzzy ARTMAP for autoregressive EEG model order selection and classification¿, Proceedings of IEEE Conference on System, Man and Cybernetics, vol. 5, pp. 3682-3682, October 10 - 11, Tennessee, USA (SCOPUS-Indexed)

1999
  • Palaniappan, R., Raveendran, P., & Omatu, S., (1999). Neural Network Classification Using Noise Tolerant Moments for Symmetrical and Non-Symmetrical Images¿, Proceedings of International Joint Conference on Neural Networks (IJCNN), CDROM Proceedings, July 10- 16, Washington DC, USA (SCOPUS-Indexed)

1998
  • Raveendran, P., Omatu, S., & Poh, S. C., (1998). A New Technique to Classify Symmetrical Images using Regular Moments, Proc. Fourth Joint Conference on Information Sciences ¿ JCIS¿98, vol. 4, pp. 405-408, October 23- 28, North Carolina, USA (SCOPUS-Indexed)
  • Dongshik, K., P. Raveendran, P., & Omatu, S., (1998). Algorithm to Discriminate between New and Used Bills using Neural Network, Proceedings of Ninth International Workshop on Database and Expert Systems Applications, pp. 367-372, August, Vienna, Austria (SCOPUS-Indexed)
  • Raveendran, P., Omatu, S., & Poh, S. C., (1998). Derivation of Invariant Features Using Scale Factors from a Neural Network, Proceedings of International Joint Conference on Neural Networks (IJCNN), pp. 891- 896, May, Alaska, USA (SCOPUS-Indexed)

1997
  • Raveendran, P., Omatu, S., & Poh, S. C., (1997). A New Technique to Derive Invariant Features for Unequally Scaled Images\", Proceedings of IEEE International Conference on Systems, Man and Cybernetics, vol. 4, pp. 3158-3163, October, Florida, USA (SCOPUS-Indexed)

1995
  • Raveendran, P., & Omatu, S., (1995). A New Technique to Derive Features for Shift and Unequally Scaled Images\", Proceedings of IEEE International Conference on Neural Networks, vol. 4, pp. 2077-2080, November, Perth, Australia (SCOPUS-Indexed)

1994
  • Raveendran, P., Jegannathan, S., & Omatu, S., (1994). Classification of Elongated and Contracted Images Using New Regular Moments, Proceedings of IEEE International Conference on Neural Networks, vol. 6, pp. 4154 - 4158, June, Florida, USA (SCOPUS-Indexed)

1993
  • Raveendran, P., Omatu, S., & Naidu, R., (1993). A Cascaded Neural Net for Minimizing Intraclass Invariance of Moment Invariant Features for Pattern Recognition\", Proceedings of World Congress on Neural Networks (WCNN), vol. 1, pp. 46-49, July 1993, Portland, USA (SCOPUS-Indexed)

1992
  • Raveendran, P., Omatu, S., & Wong, W. Y., (1992). Performance of Generated Moments by Neural Network to Recognise Invariant Image Representations\", Proc. International Joint Conference on Neural Networks (IJCNN), vol. 1, pp. 689-694, November, Beijing, Peoples. R. China. (SCOPUS-Indexed)

1991
  • Raveendran, P., Omatu, S., & Ong, S.,H., (1991). Moment Invariant Features used as Inputs to a Neural Network to Recognise Numerals\", Proceedings of IEEE Region 10 International Conference, vol. 11, pp. 141- 143, August, New Delhi, India (SCOPUS-Indexed)

1989
  • Raveendran, P., & Taha, Z., (1989). An Automatic Focussing Visual Inspection System for Die Inspection, Proceedings of Fourth IEEE Region 10 International Conference, pp. 527-530, November, Bombay, India (SCOPUS-Indexed)

1987
  • Jasmon, G., Kanendran & Raveendran, P., (1987). A New Technique in Reliability Optimization\", Proceedings of International Association of Science and Technology for Development, pp. 152-155, June, Paris, France (SCOPUS-Indexed)
Article in Non-Refereed Journals

1999
  • Raveendran, P., Palaniappan, R., & Omatu, S., (1999). Noise tolerant moments for neural network classification, Proc. International Joint Conference on Neural Network, 2802-2807, International Joint Conference on Neural Networks (IJCNN\'99); 10 July-16 July, Washington D.C., USA 

1998
  • Kang, D., Raveendran, P., & Omatu, S., (1998) Algorithm to Discriminate between New and Used Bills Using a Neural Network,\" Database and Expert Systems Applications, International Workshop on, 367, 9th International Workshop on Database and Expert Systems Applications (DEXA\'98), August 26- 28, Vienna, Austria 

1994
  • Raveendran P., Omatu, S., & Bakar, W., A., (1994). Moments generated by neural networks to recognize invariant image representations, Journal of Artificial Neural Networks 1(4) 541-553 

1993
  • Raveendran, P., Jegannathan, S., & Omatu, S., (1993). New regular moment invariants to classify elongated and contracted images, Proc Int Jt Conf Neural Networks, 3, 2089-2092, IEEE Int Jt Conf Neural Networks, Piscataway, New Jersey, USA 
Others

2011
  • B Honavar, R Paramesran, K Han-Thung, KH Chang. A Reduced 2-D Digital Filter Structure for Fast Implementation of Geometric Moments. International Conference on Computer and Electrical Engineering 4th (ICCEE 2011) 

2002
  • Wee Chong Yaw, P.Raveendran, F. Takeda "Classification of Rice Grain Using New Scale Invariant Zernike Moments"5th International Conference on Computer Vision, Pattern Recognition and image Processing, pp. 832-835, March 8-14, 2002, Durham, NC, U.S.A 

AREAS OF RESEARCH
(Project title), (Role), (From)-(Until), (Level), (Source).


  • HIGH LEVEL IMAGE(S) UNDERSTANDING, Principal Investigator(PI), 2015 - 2016, Geran Penyelidikan Universiti Malaya (UMRG), (National)
  • Image Quality Assessment (IQA) of magnetic resonance images using Blind/referenceless image spatial quality evaluator (BRISQUE) and image denoising in wavelet domain., Co-Investigator, 2014 - 2016, BKP, (National)
  • Image Quality Assessment (IQA) of magnetic resonance images using Blind/referenceless image spatial quality evaluator (BRISQUE) and image denoising in wavelet domain., Consultant, 2014 - 2016, Bantuan Kecil Penyelidikan (BKP), (National)
  • Design of Image Quality Metric and Pattern Features for Multimedia Applications and Video Based Analysis, Principal Investigator(PI), 2012 - 2015, UM/MoHE HIR Grant, (National)
  • Near Infrared (NIR) Based Non Invasive Measurement System for Glucose Concentrations in Blood, Principal Investigator(PI), 2010 - 2012, Geran Penyelidikan Universiti Malaya (UMRG), (National)
  • Design of Orthogonal Moments using Digital Filters for Image Quality Metric and Analysis, Principal Investigator(PI), 2010 - 2011, Geran Penyelidikan Universiti Malaya (UMRG), (National)
  • Real-time Image fidelity measure, Principal Investigator(PI), 2009 - 2011, Geran Penyelidikan Universiti Malaya (UMRG), (National)
  • Design of Video Codec based on Robust Video Analysis and Compression Techniques for Next Generation Multimedia Applications., Principal Investigator(PI), 2007 - 2009, ScienceFund, (National)
  • Design of Non-Invasive Systems to Measure Blood Sugar and Cholestrol, Principal Investigator(PI), 2006 - 2009, ScienceFund, (National)
  • Design of Video Analysis and Compression Techniques, Principal Investigator(PI), 2006 - 2011, MAXIS, (National)
  • A New Communication System and Wheelchair Movement Control for Paralysed Individuals Using EEG signals, Principal Investigator(PI), 2004 - 2007, ScienceFund, (National)
  • Image Analysis and Image Quality Metric
  • Analysis of EEG
  • Data Modeling and Analysis
  • Video Analysis and Processing Techniques
  • Machine Learning

CONSULTATION PROJECT/CONSULTANCY
(Project title), (Role), (From)-(Until), (Organisation).


  • Software Development of Avatar and ACE Bancassurance, 2009-2009, GRP Consultancy Services Sdn Bhd
  • Software Development for mobile network content and applications, 2008-2008, Parade Nine Techno Sdn Bhd

AWARDS AND RECOGNITIONS
(Name of Award), (Awarding Institution), (Year Awarded), (Level).


  • Nominated in The Marquis Who'S Who in The World, 33rd Edition, Year 2015, Marquis Who'S Who in The World, 2015, (International)
  • Excellence Service Award, University Malaya, 2008, (University)
  • Prolific Publisher for 5 Year Period 2002 to 2007, Universiti Malaya, Awarded in 2007, Universiti Malaya, 2008, (University)
  • Certificate of Appreciation for Participation in The Aeeseap Regional Symposium On Engineering Education 2007, Aeeseap Secretariat, 2007, (National)
  • Khidmat Setia 20 Award, 2006
  • Certificate of Excellent Service, University Malaya, 2006, (University)
  • Certificate of Excellent Service, University Malaya, 2005, (University)
  • Sijil Penghargaan Kerana Menyertai Pertandingan Merekacipta Robot Peringkat Kebangsaan 2005, Kementerian Pengajian Tinggi, 2005, (National)
  • Paduka Mahkota Perak (Pmp) by The Sultan of Perak, April 19, Conferred in 1999., Sultan of Perak, 1999, (National)
  • Listed in The Marquis Who S Who in The World, 16th Edition, Listed in 1999., Marquis Who S Who in The World, 1999, (International)
  • Ronpaku Scholarship for Doctor of Engineering (Dr.Eng), Japan Society for Promotion of Science, 1992, (International)

PRESENTATIONS
(Title), (Event), (Date Presented), (Organiser), (Level).


PRESENTER
  • An Automatic Focussing Visual Inspection System for Die Inspection, Proceedings of Fourth IEEE Region 10 International Conference, 1989-11-01 to 1989-11-05, IEEE, (International)
  • Moment Invariant Features used as Inputs to a Neural Network to Recognise Numerals, Proceedings of IEEE Region 10 International Conference, 1991-08-01 to 1991-08-05, IEEE, (International)
  • Performance of Generated Moments by Neural Network to Recognise Invariant Image Representations, Proc. International Joint Conference on Neural Networks (IJCNN), 1992-11-01 to 1992-11-05, IEEE, (International)
  • A Cascaded Neural Net for Minimizing Intraclass Invariance of Moment Invariant Features for Pattern Recognition, Proceedings of World Congress on Neural Networks (WCNN), 1993-07-01 to 1993-07-05, IEEE, (International)
  • Classification of Elongated and Contracted Images Using New Regular Moments, Proceedings of IEEE International Conference on Neural Networks, 1994-06-01 to 1994-06-05, IEEE, (International)
  • A New Technique to Derive Features for Shift and Unequally Scaled Images, Proceedings of IEEE International Conference on Neural Networks, 1995-11-01 to 1995-11-05, IEEE, (International)
  • A New Technique to Derive Invariant Features for Unequally Scaled Images, Proceedings of IEEE International Conference on Systems, Man and Cybernetics, 1997-10-01 to 1997-10-05, IEEE, (International)
  • Fuzzy ARTMAP Classification of Mental Tasks Using Segmented and Overlapped EEG Signals, Proceedings of IEEE Region 10 Conference (TENCON), 2000-09-25 to 2000-09-27, IEEE, (International)
  • Autoregressive Spectral Analysis and Model Order Selection Criteria for EEG Signals, Proceedings of IEEE Region 10 Conference (TENCON), 2000-09-25 to 2000-09-22, IEEE, (International)
  • Evolutionary Fuzzy ARTMAP for autoregressive EEG model order selection and classification, Proceedings of IEEE Conference on System, Man and Cybernetics, 2000-10-10 to 2000-10-11, IEEE, (International)
  • Mental task discrimination using EEG signals with genetically trained Fuzzy ARTMAP, Annals of Biomedical Engineering, 2000-10-12 to 2000-10-14, IEEE, (International)
  • Single Trial VEP Extraction Using Digital Filter, Proceedings of IEEE 11th Workshop on Statistical Signal Processing (SSP), 2001-08-06 to 2001-08-08, IEEE, (International)
  • Power and Asymmetry Ratio of Spectral Bands for Mental Task Recognition, Proceedings of IEEE Sixth International Symposium on Signal Processing and its Applications, 2001-08-13 to 2001-08-16, IEEE, (International)
  • P3 Response From Single Trial VEP Signals To Analyse The Electrophysiological Differences In Alcoholics, Proc. International Conference on Biomedical Engineering, 2002-06-06 to 2002-06-08, IEEE, (International)
  • Gamma Band Analysis of VEP to Study the Electrophysiological Differences in Alcoholics, International Congress on Biological and Medical Engineering, 2002-12-04 to 2002-12-07, IEEE, (International)
  • Prediction of Active Substance Content in Pharmaceutical Tablets using Wavelet Compressed NIR and Raman Spectroscopic Data, International Conference on Biomedical and Pharmaceutical Engineering, 2006-12-11 to 2006-12-14, IEEE, (International)
  • Fast Computation of Zernike Moments for Rice Sorting System, IEEE International Conference on Image Processing (ICIP 2007), 2007-09-16 to 2007-09-19, IEEE, (International)
  • Blood Glucose Prediction using Neural Network, Conference on Advanced Biomedical and Clinical Diagnostic Systems VI, 2008-01-20 to 2008-01-21, IEEE, (International)

EXPERT LINKAGES
(Linkages Description), (Organisation), (Year of Involvement), (Duration), (Level).


  • International Collaboration with Prof. Ngan Ngi King, Chinese University of Hong Kong, 2016, 4, (International)
  • International Collaboration with Associate Professor Dr Lin Weisi, School of Computer Engineering, Nanyang Technological University, Singapore, 2016, 6, (International)
  • International Collaboration with Prof Kiyoshi Tanaka, Shinshu Unversity, Nagano, Japan, 2014, 24, (International)
  • International Collaboration with Dr Mukundan, University of Canterbury, Christchurch, New Zealand, 2014, 12, (International)
  • International Collaboration with Prof Ngan King Ngi, Chinese University of Hong Kong, 2014, 12, (International)
  • International Collaboration with Prof Yegnanarayana, Internation Institute of Information Techology, Hyderabad, India, 2014, 12, (International)
  • International Collabration with Prof. Kamisetty Rao, University of Texas, Arlington, Texas, U.S.A , 2007, 2, (International)
  • International Collaboration with Dr. R. Mukundan, University of Canterbury, 2006, 36, (International)
  • International Collaboration with Prof. Shogo Nishida, University of Osaka, 2000, 36, (International)

EXPERT/TECHNICAL CONTRIBUTIONS
(Activity), (Organisation), (Role), (From)-(Until), (Level).


  • Member of Advisory Committee for the 1st National Conference on Recent Advancements in Electronics (NCRAE-2016), ICFAI Foundation for Higher Education (IFHE) University, Hyderabad, India, Advisor, 2016, (International)
  • Member of the International Advisory Committee of International Conference on Electrical & Computer Engineering (ICECE) 2016, Bangladesh University of Engineering and Technology, Advisor, 2016, (International)
  • Technical Program Committee Member for Signal Processing and Integrated Networks, Signal Processing and Integrated Networks (SPIN), Reviewer, 2016, (International)
  • Peer review for PLOS ONE, Public Library of Science (PLOS), Reviewer, 2015, (International)
  • Evaluation of Science Fund Projects, MOSTI, Technical Advisor, 2014-2014, (National)
  • Evaluation of Science Funds, MOSTI, Technical Advisor, 2014-2014, (National)
  • Chairman, Candidature Defence: 1) "A Mathematical Modelling for Solar Drying of Palm Waste Biomass and Experimental Validation" 2) "Optimization of Solar Dryer Parameter by using Genetic Algorithm, Faculty of Engineering, University of Malaya, Chairman, 2014-2014
  • National project on using Internet of Things (IOT), University of Malaya, MCMC and Iconix Consulting, Technical Advisor, 2014-2014, (University)
  • Invited Speaker. International Conference Acoustic, Speech and Signal Processing (ICASSP)2012 Workshop - "Signal Processing Education: Asian Perspectives and Practices, Kyoto Japan, March 26-30, 012., IEEE, Invited Speaker, 2012-2012, (International)
  • Keynote Speaker, Image Electronics and Visual Computing Workshop 2012 (IEVC2012), Kuching, Sarawak, Malaysia, Nov 21-24, 2012., Image Electronics Engineers of Japan (IIEEJ), Keynote Speaker, 2012-2012, (International)
  • Program Committee for the 4th International Congress on Image and Signal Processing (CISP 2011) and the 4th International Conference on BioMedical Engineering and Informatics (BMEI 2011), IEEE and EMB, Committee Member, 2011-2011, (International)
  • Co-Chairman. Technical Committee, 2010 IEEE Asia Pacific Conference on Circuits and Systems., Chairman, 2010-2010, (International)
  • MGS application: Reviewer for Technology Assessment for Archtron R&D Sdn Bhd, 2009., Archtron R&D Sdn Bhd, Technical Advisor, 2009-2009, (National)
  • MSC Malaysia MGS application: Reviewer for Technolog Assessment for BSmart Technology Sdn Bhd, 2008 and Consultant to MDEC to monitor the progress., Malaysian Development Corporation (MDeC), Technical Advisor, 2009-2010, (National)
  • MGS application: Reviewer for Technology Assessment for Fusionex Corp Sdn Bhd, 2008 and Consultant to MDEC to monitor the progress., Malaysian Development Corporation (MDeC), Technical Advisor, 2008-2010, (National)
  • MSC Malaysia MGS application: Reviewer for Technology Assessment for Tentacle Technologies MSC Sdn Bhd,, Malaysian Devlopment Corporation (MDeC), Technical Advisor, 2008-2008, (National)
  • Technical Expert for MJIUT Undergraduate Program- Bachelor of Electronics Engineering, Malaysia-Japan University Center (MJUC), Expert Advisor, 2008-2008, (National)
  • British Telecoms Multimedia Y1Q2 Deliverable Report ¿Regional Application Scenarios Report¿, 2005., Malaysian Development Corporation (MDeC), Technical Advisor, 2005-2005, (National)
  • MSC Malaysia MGS application: Reviewer for Technology Assessment for Corentix Technologies Sdn Bhd, 2005., Malaysian Development Corporation (MDeC), Technical Advisor, 2005-2005, (National)
  • Technical Reviewer for British Telecoms Multimedia Y1Q2 Deliverable Report ¿Business Model Report¿, 2005., Malaysian Development Corporation (MDeC), Technical Advisor, 2005-2005, (National)
  • Offer my experience and special presentation to staff of Electrical Engineering department of the University of Danang, Vietnam., University of Danang, Vietnam., Technical Advisor, 2004-2004, (International)
  • MSC Malaysia MGS application: Reviewer for Technolog Assessment for Pixel Reality Sdn Bhd, 2003., Malaysian Development Corporation (MDeC), Technical Advisor, 2003-2003, (National)
  • MSC Malaysia MGS application: Reviewer for Technology Assessment for Asia Pacific Institute of Information Technology- FileShield and Consultant to MDeC to monitor the progress, Malaysian Development Corporation (MDeC), Technical Advisor, 2002-2004, (National)

EVALUATION ACTIVITIES
(Description), (Evaluation Activity),(Year).


  • PhD Thesis: Player Position Detection and Movement Pattern Recognition For Automated Tactical Analysis In Badminton by Kokum Weeratunga, Monash University, Thesis ,  (2017)
  • PhD Thesis: Image Compression And Retrieval Using Prediction And Wavelet Based Techniques by Mohamed Uvaze Ahamed Ayoobkhan, Multimedia University, Thesis ,  (2017)
  • PhD Thesis: Automatic Inspection of Electrical Installation On Infrared Image Analysis by Mohd Shawal bin Jadin@Bidin, Universiti Sains Malaysia, Thesis ,  (2017)
  • PhD Thesis: Simultaneous EEG-fMRI Fusion for Assessment of the Cognitive Processes by Rana Fayyaz Ahmad, Universiti Teknologi Petronas, Thesis ,  (2017)
  • PhD Thesis: Automatic Phatology Assessment Systems for Vocal Fold Disorders by Zulfiqar Ali, Universiti Teknologi Petronas, Thesis ,  (2017)
  • To assess the appointment promotion of an academic staff to a Professor post at Advanced Informatics School, Universiti Teknologi Malaysia., Academic Promotion ,  (2017)
  • Ph.D Thesis: A Custom Quantum Computing Model for Field Programmable Gate Array Technology by Lee Yee Hui, Universiti Teknologi Malaysia, Thesis ,  (2017)
  • "Visual Measurement and Optimal Construction of Visual Cryptography Scheme" for the Transactions on Image Processing., Article In Journal ,  (2017)
  • Ph.D Thesis: Investigation and Development on Improved Forensic Background Correction Algorithm For Visual Enhancement of Bloodstains, Seminal Stains and Fingerprints by Lee Wee Chuen, Universiti Sains Malaysia, Thesis ,  (2017)
  • Ph.D Thesis: Fusion of Heart Rate Variability and Salivary Cortisol as a Measure of Cardiovascular Reactivity by Noor Aimie binti Salleh, Universiti Teknologi Malaysia., Thesis ,  (2017)
  • Brian Sumali: Blind Image Restoration By Optimizing Image Quality In PCA Subspace MMJ143045-Master of Philosophy, Malaysia-Japan International Institute of Technology, Universiti of Technology, Thesis ,  (2016)
  • Eliahim Jeevaraj P.S. : Development of Decision-Based Filters for Impulse Noise Removal from Digital Images, Gandhigram Rural Institute-Deemed University (Ph.D thesis), Thesis ,  (2016)
  • Rajeswari Raju: Optimisation of Image Processing Networks for Neuronal Membrane Detection, The University of Nottingham (Ph.D Thesis), Thesis ,  (2016)
  • Stable, Fast Computation of High-Order Zernike Moments Using a Recursive Method Pattern Recognition, Article In Journal ,  (2016)
  • Aravind B.N.: Adaptive Image Denoising Using Spatial And Transform Domain, Visvesvaraya Technological University, Karnataka, India (Ph.D Thesis), Thesis ,  (2016)
  • Abid Muhammed Khan:Pilot-Based Time Domain Channel Estimation for Digital Video Broadcasting Applications, Universiti Teknologi Petronas (Ph.D Thesis), Thesis ,  (2015)
  • Mohammad Reza Nilchiyan: Online Signature from Statistical Model to User Verification and Identification, Universiti Teknologi Malaysia (Ph.D Thesis), Thesis ,  (2015)
  • 'Motion Blur SIFT Invariants Based on Sampling in Image Deformation Space and Univariate Search', IET Computer Vision, Article In Journal ,  (2015)
  • Nursadul Mamun(KGA130014): The Prediction of Speech Intelligibility Using a Physiological Based Model of the Auditory System.(Master of Engineering Science), Thesis ,  (2015)
  • Marwan D. Saleh: Fundus Image Analysis for the Detection of Diabetic Retinopathy Disease (PhD Thesis), Thesis ,  (2015)
  • Yasir Salih Osman Ali: Development of Point Cloud Descriptors for Robust 3D Recognition, Universiti Teknologi Petronas (Ph.D Thesis), Thesis ,  (2015)
  • To assess the appointment of an Associate Professor at Faculty of Biosciences and Medical Engineering, UTM (Dr Malarvili Bala Krishnan), Academic Promotion Exercise ,  (2015)
  • To assess the appointment of an Associate Professor at Faculty of Biosciences and Medical Engineering, UTM (Dr Saravana Kumar Jaganathan), Academic Promotion Exercise ,  (2015)
  • Farhad Navabifar : Improved Human Face Detection using Cascade Adaboost Algorithm and Histogram of Oriented Gradients, Universiti Teknologi Malaysia (Ph.D Thesis), Thesis ,  (2014)
  • Reviewer for ISPACS 2014 Conference., Ispacs 2014 Conference ,  (2014)
  • Shahriar Badsha: Detection and Segmentation of Cryptosporidium and Giardia (00) Cysts in Treated Water Samples. (Master of Engineering Science), Thesis ,  (2014)
  • Hermawan Nugroho: Inverse Monte Cario Method for Non Invasive Computerised Pigmentation Analysis, Universiti Teknologi Petronas (Ph.D Thesis), Thesis ,  (2014)
  • Reviewer for Image Vision and Computing, Article In Journal ,  (2014)
  • Tee Connie: Recognition of Human Gait on Grassmann Manifold, Multimedia University (Ph.D Thesis), Thesis ,  (2014)
  • Reviewer for Neurocomputing, Article In Journal ,  (2014)
  • Vishnu Paramasivan, An Optimal Evolvable Block Based Neural Network in FPGA SOCs, Universiti Teknologi Malaysia (PhD Thesis), Thesis ,  (2013)
  • Ho Chiung Ching, Performance Evaluation of Multimodal Biometric Systems using Fusion Techniques, Multimedia University. (PhD Thesis), Thesis ,  (2013)
  • Mehran Emadi, Human Face Verification Under Illumination Variation, Universiti Teknologi Malaysia. (PhD Thesis), Thesis ,  (2013)
  • Goh Kah Ong Michael, A Contactless Biometric System Using Multiple Hand Features, Multimedia University. (PhD Thesis), Thesis ,  (2012)
  • Hanung Adi Nugroho, Non-Invasive Image Enhancement Method of Colour Retinal Fundus Images for Computerized Diabetic of Diabetic Retinopathy Monitoring and Grading System, Universiti Teknologi Petronas. (PhD Thesis), Thesis ,  (2012)
  • Rabia Bakhteri, A Biometric Encryption System Algorithm Development and System Level Design, Universiti Teknologi Malaysia, (Ph.D), Thesis ,  (2011)
  • Kannan Ramakrishnan, Lossy, Lossless and Controlled Compression of Electrocardiogram (ECG) signals, Multimedia University Malaysia, (Ph.D), Thesis ,  (2011)
  • Nur Asyiqin bt Amir Hamzah, Premature Ventricular Contraction Classification using Wavelet Transform Approach and Probabilistic Neural Network, Multimedia University Malaysia, (Master of Engineering Science), Thesis ,  (2011)
  • Reviewer, Journal of Mathematical Imaging and Vision, Article In Journal ,  (2011)
  • Reviewer, Journal of Real-Time Image Processing, U.S.A, Article In Journal ,  (2011)
  • Reviewer, Optics and Lasers in Engineering, Article In Journal ,  (2011)
  • Reviewer, Medical Engineering and Physics, Article In Journal ,  (2011)
  • External Assessor, Multimedia University Academic Promotion Exercise, Academic Promotion Exercise ,  (2011)
  • Editor of the International Journal of Management Science and Engineering Management (IJMSEM), Liverpool, UK., Academic Promotion Exercise ,  (2010)
  • V. Vijayakumar, A Diffraction based Model and its Application to Signal Analysis and Synthesis, Multimedia University Malaysia, (Ph.D), Thesis ,  (2010)
  • Reviewer, IEEE Trans. Image Processing, U.S.A, Article In Journal ,  (2010)
  • Tan Wooi Haw, Development of New Interactive and Automatic System for the Analysis of Myocardial Perfusion Spect Images, Multimedia University Malaysia,(Ph.D), Thesis ,  (2010)
  • Reviewer, IET Computer Vision, Article In Journal ,  (2010)
  • Reviewer, Information Sciences, U.S.A, Article In Journal ,  (2010)
  • Reviewer, IEEE Trans. on Information Forensics and Security, Article In Journal ,  (2010)
  • Reviewer, Image and Vision Computing, Article In Journal ,  (2010)
  • Mohd Shohel Sayeed, Glove-based Approach to Dynamic Signature Verification, Multimedia University, Malaysia, (Ph.D), Thesis ,  (2009)
  • Oldooz Dianat, Length Estimators by Implementation of Relative Direction Chain Code, Universiti Teknologi Malaysia, (Masters by Research), Thesis ,  (2009)
  • Hau Yuan Wen, System C-based Design Framework for an Embedded System Implemented as System-On-Chip, Universiti Teknologi Malaysia, (Ph.D), Thesis ,  (2009)
  • Vishnu a/l Paramasivam, An Embedded System fir Networking Security Applying Cyrptographic Acceleration in Field Programmable Gate Array Hardware, Universiti Teknologi Malaysia, (Masters by Research), Thesis ,  (2009)
  • Reviewer, Signal Processing Letters. U.S.A, Article In Journal ,  (2008)
  • Reviewer, Computer Methods and Programs in Biomedicine, Article In Journal ,  (2008)
  • Reviewer, Communications in Nonlinear Science and Numerical Simulations, Article In Journal ,  (2008)
  • Reviewer, IEEE Trans. Pattern and Machine Intelligence, U.S.A, Article In Journal ,  (2008)
  • Reviewer, Biomedical Signal Processing and Control, Article In Journal ,  (2008)
  • Reviewer, Brain Research Bulletin, Article In Journal ,  (2007)
  • Reviewer, Pattern Recognition Letters, Article In Journal ,  (2007)
  • Reviewer, IEEE Trans on Multimedia, Article In Journal ,  (2007)
  • Rafidei Mohamad, Archiving System of Biomechanics Data using Motion Capture, Universiti Teknologi Malaysia, (Masters by Research), Thesis ,  (2007)
  • Reviewer, IET Image Processing, Article In Journal ,  (2007)
  • Reviewer, IEEE Trans. System, Man and Cybernetics,(Part B) U.S.A, Article In Journal ,  (2006)
  • Liang Kim Meng, Shape-Based Image Retrieval Using Nurbs, Universiti Sains Malaysia (Masters by Research), Thesis ,  (2002)
  • Hisbullah, ¿Advanced Controller Design for Feed Rate Regulation of Fed Batch Fermentation¿, Faculty of Engineering, Universiti Malaya (Master of Engineering Science)., Thesis ,  (2002)
  • Mangalam a/p Sankupellay, ¿Material Classification of Magnetic Resonance Images Using Neural Fuzzy Technique and Fuzzy Neural Technique¿, Faculty of Computer Science and Information Technology, University Malaya (Master of Computer Science)., Thesis ,  (2002)
  • Christina Shanti Nayagam, 'Level Set Segmentation of MR Images for Extraction of Femur Bone and Tissues', Faculty of Computer Science and Information Technology, University Malaya (Master of Computer Science)., Thesis ,  (2002)
  • Tham Hon Loke, ¿Dynamic Modelling of a Two-Stage ATM Tandem Banyan Switch¿, Faculty of Computer Science and Information Technology, University Malaya (Master of Science)., Thesis ,  (2002)
  • Mohamed Nordin bin Zakaria, ¿Integrated Polygon ¿ Volume Rendering¿, Faculty of Computer Science and Information Technology, Universiti Malaya(Master of Science), Thesis ,  (1998)
  • Jayabalan a/l Kundan, Rekabentuk Pembikinan dan Pengujian Litar-litar Logik Punca Berganding Terlipat BiCMOS Ragam Arus, Universiti Sains Malaysia,(Masters by Research), Thesis ,  (1998)
  • Tay Hong Haur, Intelligent Handwritten Character Recognition by Fuzzy ARTMAP with Application to Postcode Recognition, Master in Engineering (Electrical) thesis, Universiti Teknologi Malaysia (Masters by Research), Thesis ,  (1997)

CONTRIBUTION TO SOCIETY
(Contribution To Society), (Level), (Start Date), (End Date).


  • Member of the Disciplinary Committee, Football Association of Malaysia, (National), 01/09/2017 until 01/09/2021
  • A Member of Malaysian Badminton Coaching panel from 2000- 2002., (National), 01/02/2000 until 31/01/2002

INTELLECTUAL PROPERTY RIGHTS
(Product Name), (Type), (Reference), (Year), (Level).


  • Method and System for Measuring a Composition in a Blood Fluid. Patent Filed in Europe, PATENT, PCT/SG2009/000135, 30/07/2010, (INTERNATIONAL)
  • Method and System for Measuring a Composition in a Blood Fluid. Patent granted in Singaapore, PATENT, SG 162050 , 18/05/2009, (INTERNATIONAL)
  • US Patent Application - Method and System for Measuring a Composition in a Blood Fluid. Publication date: 12/30/2010 Assignee: Glucostat Pte Ltd , PATENT, Pending US Patent number: 20100331637, 02/04/2009, (INTERNATIONAL)

SUPERVISION


POST GRADUATE STUDENT
(Name of Degree), (Name of Candidates), (Title of Thesis), (Academic Session)

Completed
  • Master Degree, Ameer Naeem Zyarah, Image Restoration Techniques for Removal of Blurred Images, 2015/2016
  • Master Degree, Osamah Jasim Madhloom, Image Restoration Techniques in Spatial and Frequency Domains, 2015/2016
  • Master Degree, Gan Jiunn Chang, Image Restoration Techniques In Spatial Domain, 2014/2015
  • Master Degree, Heshalini Rajagopal@ramasamy, Image Quality Assessment of Magnetic Resonance Images, 2014/2015
  • Master Degree, Yin Mingming, Underwater Image Enhancement Using Histogram Equalization Methods, 2013/2014
  • Master Degree, Abdul Rahman Gawad G.e. El-far, Underwater Image Enhancement Methods, 2013/2014
  • Doctoral Degree (phd), Ahlad Kumar, Restoration of Gaussian Blurred Images using Geometric and Tchebichef Moments, 2012/2013
  • Doctoral Degree (phd), Vijeta Khare, Detection of multi-oriented moving text in videos, 2012/2013
  • Master Degree, Mohd Fikree Hassan, Restoration of Image from Geometric Moments, 2012/2013
  • Doctoral Degree (phd), Yu Yong Poh, Dynamic Heart Rate Estimation Using Facial Images From Video Sequences, 2011/2012
  • Master Degree, Teng Sing Loong, Video Image Processing, 2010/2011
  • Master Degree, Chang Kah Hyong, Implementation of Moments Derived from Cascaded Digital Filters in FPGA, 2009/2010
  • Doctoral Degree (phd), Barmak Honarvar, Design of Orthogonal Polynomials and Moments via Cascaded Digital Filters, 2009/2010
  • Master Degree, Suvad Selman, Design of Dual-Tone Multi-Frequency and its Implementation using TMS320C6713 DSK Board, 2008/2009
  • Master Degree, Chuah Zheng Ming, Non-Invasive Glucose Concentration Predictions using Parametric and Non-Parametric Techniques, 2008/2009
  • Master Degree, Ismail Aldahdooh, DET Polyphase Filter Bank, 2008/2009
  • Master Degree, Ala A Ebrahim Abobaker Barahim, Comparative Analysis of Algorithms used in Encryption and Decryption, 2008/2009
  • Master Degree, Yang Hang Zhou, Design of Digital Sinusoidal Oscillator, 2008/2009
  • Master Degree, Alsadig Babiker Mohammed, Face Recognition using Neural Network, 2007/2008
  • Doctoral Degree (phd), Wissam-a-jassim, A New Discrete Orthogonal Polynomial System Based On Tchebichef And Krawtchouk Polynomials And Its Application To Speech And Image Analysis, 2007/2008
  • Doctoral Degree (phd), Lim Chern Loon, A New Computational Method for Exact Zernike Moments (EZM) And Its Use In The Design Of Blur Index For Out-Of-Focus Images, 2007/2008
  • Doctoral Degree (phd), Goh Yeh Huann, Speech Recognition using Tchebichef Moments and Energy Based Harmonic Features, 2007/2008
  • Doctoral Degree (phd), Kwan Ban Hoe, Detection of Heart Rate of Humans from Video Images, 2007/2008
  • Doctoral Degree (phd), Thung Kim Han, Classification and Analysis of Image Quality Metric using Orthogonal Moments, 2007/2008
  • Master Degree, Eu Sock Siong, Multi-Antenna for Wireless Communications, 2007/2008
  • Master Degree, Lim Chern Loon, H.264 Intra Coding Techniques based on Sobel and Absolute Deviation, 2005/2006
  • Doctoral Degree (phd), Ng Siew Cheok, Enhanced μ Rhythm using Blind Source Spectrum Separation and Wavelet Transform as an Indicator for Physical Fatigue, 2005/2006
  • Doctoral Degree (phd), Soh Chit Siang, Development and Analysis of Techniques to Predict Substance Concentration using Non-Invasive Methods, 2005/2006
  • Master Degree, Ong Kok Meng, Analysis of Electroencephalogram (EEG) Signals extracted during Pre-Finer Movement and Onset of Visual Stimulus, 2004/2005
  • Master Degree, Kwan Ban Hoe, Data Compression of ECG Signal using Orthogonal Moments, 2003/2004
  • Doctoral Degree (phd), Yap Pew Thian, Moments-Based Pattern Analysis: Theory and Applications, 2003/2004
  • Doctoral Degree (phd), Wee Chong Yaw, Moment Based Feature Descriptors for Image Quality Variations and their Fast Computation, 2003/2004
  • Master Degree, Thung Kim Han*, Analysis of Electroencephalogram (EEG) Signals Extracted during Mental Tasks (Co-Supervision), 2003/2004
  • Master Degree, Soh Chit Siang*, Modeling Human Crowd Motion Behaviour using Chaos Theory (Co-Supervision), 2003/2004
  • Doctoral Degree (phd), Pee Chih Yang*, Formulation of Invariants For Discrete Orthogonal Moments and Image Classification, 2003/2004
  • Doctoral Degree (phd), Nor'aini Abd. Jalil., A Comparative Analysis of Orthogonal Moments for Face Recognition, 2002/2003
  • Master Degree, Yap Pew Thian, Image Analysis by Discrete Orthogonal Moments, 2001/2002
  • Master Degree, Wee Chong Yaw, Classification of Rice Grain using Fast Optimal Zernike Moments, 2001/2002
  • Master Degree, Ng Siew Cheok*, Changes in Electroencephalogram Mu Rhythm during Hand Movements (Co-Supervision), 2001/2002
  • Doctoral Degree (phd), Palaniappan @senthil A/l Ramasamy, Analysis of Electroencephalogram Signals Extracted During Mental Tasks and Visual Stimulus, 1999/2000
  • Doctoral Degree (phd), Chong Chee Way, The Formulation of a New Class of Continuous Orthogonal Moment Invariants, and the Analysis of their Computational Aspects, 1999/2000
  • Master Degree, Khafri Alymann, An interface to Increase the Computational Speed of MC6809 for Digital Filtering Applications, 1997/1998
  • Master Degree, Palaniappan @ Senthi A/l Ramaswamy, Regular Moment Analysis for Pattern Recognition, 1997/1998

Ongoing
  • Doctoral Degree (phd), Mohd Fikree Hassan, Improved methods to enhance the color perception for people with color vision deficiency, 2015/2016
  • Master Degree, Sharmin Liaquat Urme, Integrated Segmentation and Interpolation Model for Magnetic Resonance (MR), 2015/2016
  • Doctoral Degree (phd), Ganesh A/l Krishnasamy, Semi-supervised Learning for Future Selection and Classification of Data, 2013/2014
FIRST DEGREE/DIPLOMA/PRE-DEGREE
(Course Title), (Academic Session), (No. of Candidates)

Completed
  • Design of Digital Electronic Lock Using PIC Microcontroller, 2005/2006, 1
  • Fuzzy Artmap Based Speech Recognition System, 2005/2006, 1
  • Implementation of Echo Cancellation Techniques In TMS320C6713 DSP Using RMS Algorithm, 2005/2006, 1
  • Neural Network Based Speech Recognition System, 2005/2006, 1
  • Design of Machinery Health Monitoring System Based On TMS320F2812 (Fir Filter And Software Design), 2005/2006, 1
  • Design of Vibration Detection System Based On DSP TMS320F2812 (IIR / Hardware), 2005/2006, 1
  • Design of Digital Communication System Simulator For Educational Purpose (Modulator), 2005/2006, 2
  • Design of A Vision System For A Robot With TMS320F2812 DSP, 2005/2006, 1
  • Design of A Robot Vision System (Hardware), 2005/2006, 1
  • Design of A MC6809 Microprocessor Based Education System, 2005/2006, 1
  • Design of MC6809 Microprocessor Based Educational System (Hardware), 2005/2006, 1
  • Design of FIR Filter Based On FPGA Using Windowing Techniques, 2005/2006, 1
  • Design of Elliptic, Butterworth, Chebyshev I And Chebyshev II IIR Filters Using FPGA, 2005/2006, 1
  • Classification of Car Number Plates Using Neural Network, 2005/2006, 1
  • Design of A FPGA Chip To Interface With MC6809 Microprocessor, 2005/2006, 1
  • Design of FPGA To Interface With MC6809 Microprocessor, 2005/2006, 1
  • Implementation of Digital Echo Canceller In TMS320C6713 DSP Using LMS Algorithm, 2005/2006, 1
  • Design of IIR Digital Filter Using FPGA, 2004/2005, 1
  • Design of FIR Filter Using FPGA, 2004/2005, 1
  • Digital Signal Processing Applications Using TMS320F2812 Processor, 2004/2005, 1
  • Design of A Development System Based On The MC6809 Microprocessor, 2004/2005, 1
  • Design of An Application Based On TMS320F2812 DSP, 2004/2005, 1
  • PC-Based Position Tracking System Position Tracking System, 2004/2005, 2
  • Simulation And Hardware Implementation of A Digital Communication Training Kit (Modulator), 2004/2005, 2
  • Design of A Vision System For A Walking Robot, 2004/2005, 2
  • Design of MC6809 Microprocessor Board Design of Robotic Vision System Design of PIC-Based System, 2003/2004, 3

TEACHING
(Course Title), (Academic Session), (No of Student), (No of Contact Hours).


POST GRADUATE
  • Digital Signal Processing for Communications (KXGT6103), 2010/2011(1), 22, 42
  • Digital Signal Processing For Communications (KXGT6103), 2005/2006(1), 16, 42
  • Digital Signal Processing for Communications (KXGT6103), 2005/2006(2), 17, 42
FIRST DEGREE
  • Advanced Micr/Signal Processors (KEEE4415), 2010/2011(1), 46, 42
  • Digital Signal Processing(KEEE4314), 2009/2010(2), 45, 42
  • Microprocessor System (KEEE3233), 2008/2009(2), 80, 42
  • Digital Signal Processing(KEEE4314), 2008/2009(2), 50, 42
  • Digital Signal Processing (KEEE4314), 2007/2008(2), 50, 42
  • Microprocessor System (KEEE3233), 2007/2008(2), 90, 42
  • Advanced Micro/Signal Processors (KEEE4415), 2007/2008(1), 80, 42
  • Digital Signal Processing(KEET 3114), 2006/2007(2), 61, 21
  • Microprocessor System (KEEE3233), 2006/2007(2), 87, 42
  • Digital Signal Processing (KEEE 4314), 2006/2007(2), 94, 42
  • Microcontroller (KEEE4435), 2006/2007(1), 89, 42
  • Advanced Micro/Signal Processors (KEEE 4415), 2006/2007(1), 30, 42
  • Microprocessor System (KEEE3233), 2005/2006(2), 138, 42
  • Advanced Micr/Signal Processors (KEEE4415), 2005/2006(1), 69, 42
  • Microcontroller (KEEE4435), 2005/2006(1), 49, 42
  • Digital Signal Processing (KEEE 4314), 2005/2006(2), 94, 42
  • Advanced Micro/Signal Processors (KEEE4415), 2004/2005(1), 74, 42
  • Microcontroller KEET4435, 2004/2005(1), 49, 42
  • Microprocessor System (KEEE3233), 2004/2005(2), 143, 42