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Refereed 19 journal articles:

V. Jeyakumar, G. Li and S. Suthaharan (2011), “Robust Support Vector Machine Classifiers with Uncertain Knowledge Sets,” the Journal of Machine Learning Research, JMLR manuscript 10-338, (under review).
S. Suthaharan, C. Leckie, M. Moshtaghi, S. Karunasekera and S. Rajasegarar (2011), “Support Vector Machine based anomaly detection technique in wireless sensor networks,” IEEE Transaction on Information Forensics and Security (in preparation).
S. Suthaharan (2010), "Logistic map-based Fragile Watermarking for Pixel-level Tamper Detection and Resistance," EURASIP Journal on Information Security, EURASIP JIS/829516, volume 2010, 7 pages.
S. Suthaharan (2009), “No-reference visually significant blocking artifact metric for natural scene images,” Signal Processing 89, pp. 1647-1652.
S. Suthaharan (2007), “Reduction of queue oscillation in the next generation Internet routers,” Computer Communications Journal, Elsevier, vol. 30, no. 18, 10 Dec. 2007, pp. 3881-3891.
S. Suthaharan (2005), “A new quality metric based on just-noticeable difference, perceptual regions, edge extraction and human vision,” Canadian J. of Electrical and Computer Eng., Vol. 30, No. 2, pp. 81-88.
S. Suthaharan (2004), “Fragile image watermarking using a gradient image for improved localization and security,” J. of Pattern recognition Letters 25, pp. 1893-1903.
S. W. Kim and S. Suthaharan (2003), "An entropy masking model for image and video watermarking," Journal of Korea Information Processing, Vol. 10-B, No. 5, pp. 491-496.
S. Suthaharan (2003), “A perceptual quality metric for digital video coding,” J. of IEE Electronic Letters, Vol. 39 No. 5, pp. 431-432.
S. W. Kim and S. Suthaharan (2001), "MPEG compliant joint source/channel coding using DCT and sub-stream scheduling for packet networks," J. of Elect. Imaging, Vol. 10, No. 1, pp. 329-338.
S. Sathananthan, S. Suthaharan and G. S. Ladde (2000), "Large-scale integro-differential systems under structural perturbations," J. of Comm. in Applied Analysis, Vol. 4, No. 3, pp.459-474.
S. Suthaharan, S.W. Kim, H.K. Lee and K.R. Rao (2000), “Perceptually tuned robust watermarking scheme for digital images,” J. of Pattern Recognition Letters, Vol. 21, No. 2, pp. 145-149.
S. Suthaharan (2000), "Image and edge detail detection algorithm for object based coding," J. of Pattern Recognition Letters, Vol. 21, No. 6-7, pp. 549-557.
S.W. Kim, S. Suthaharan, H.K. Lee and K.R. Rao (1999), “Image watermarking scheme using visual model and BN distribution,” J. of IEE Electronic Letters, Vol. 35, No. 3, pp. 212-214.
S. W. Kim, S. Suthaharan, G. H. Lee, H. K. Lee and K. R. Rao (1999), Joint source/channel coding to maximize perceptual video quality on packet networks, J. of Real Time Imaging, Vol. 5, No. 5, pp. 329-339.
B. Qiu, S. Suthaharan, H. R. Wu (1999), Neuro-fuzzy modeling and prediction of VBR MPEG video sources, J. of Real Time Imaging, Vol. 5, No. 5, pp. 359-363.
S. Suthaharan and H. R. Wu (1998), “A new linear post-filtering technique to reduce transform coding block-edge artifact at low bit rates,” Australian Journal of Intelligent Information Processing Systems, Vol.5, 2, pp. 120-128.
S. Suthaharan and S Ray (1996), "Generation of signal-uncorrelated noise for control experiments in image restoration," J. of Pattern Recognition Letters, Vol. 17, No. 3, pp. 219-230.
S. Suthaharan (1994), "A modified Lagrange's interpolation for image reconstruction," Australian Journal of Intelligent Information Processing Systems, pp. 145-149, Vol. 1, No. 2, pp. 43-52.
S. Suthaharan (1994), "New SNR estimate for the Wiener filter to image restoration," J. of Electronic Imaging, Vol. 3, No. 4, pp. 379-389.

Refereed 68 conference papers:

S. Suthaharan, M. Alzahrani, S. Rajasegarar, C. Leckie and M. Palaniswami (2010) “Labelled Data Collection for Anomaly Detection in Wireless Sensor Networks”, in Proc. of the 6th International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), pp. 269-274, Brisbane, Australia, Dec 2010.
S. Suthaharan, C. Leckie, M. Moshtaghi, S. Karunasekara and S. Rajasegarar (2010) “Sensor Data Boundary Estimation for Anomaly Detection in Wireless Sensor Networks”, in Proc. of the IEEE 7th International Conference on Mobile Ad-hoc and Sensor Systems (IEEE MASS 2010), pp. 546-551, San Francisco, CA, Nov 2010.
S. Suthaharan, A. Chawade, R. Jana, and J. Deng (2009), "Energy Efficient DNA-Based Scheduling Scheme for Wireless Sensor Networks," in Proc. of the International Conference on Wireless Algorithms, Systems and Applications (WASA'09), Boston, MA, USA, August 16-18, 2009.
S. Suthaharan (2009), Enhanced accuracy moment invariants for biometric recognition and cryptosystems, M. Kamel and A. Campilho (Eds.): ICIAR 2009, LNCS 5627, pp. 439-450, 2009.
A. Chawade and S. Suthaharan (2008), “DNA-based modeling of sleep-active behavior of wireless sensor networks”, demo IEEE INFOCOM 2008. http://www.comsoc.org/confs/infocom/2008/IEEE_INFOCOM_2008_Demo_Final_Program.pdf
S. Suthaharan (2008), “Calculating a cryptographic primitive: suitable for wireless sensor networks,” ATNAC’2008: Australian Telecommunications Networks and Application Conference, 7-10 Dec. 2008, Adelaide, Australia, pp. 51-56.
S. Suthaharan and S. Kumar (2008), “Measuring available bandwidth: pathChirp’s chirp train structure remodeled,” ATNAC’2008: Australian Telecommunications Networks and Application Conference, 7-10 Dec. 2008, pp. 379-384.
S. Suthaharan (2008), “Chaos-based image encryption scheme using Galois field for fast and secure transmission,” in Proc. of SPIE-IS&T Electronic Imaging, SPIE Vol. 6811 pp. 681105-1-9.
A. Reibman and S. Suthaharan (2008), “A no-reference spatial aliasing measure for digital image resizing,” in Proc. of the 15th IEEE International Conference on Image Processing (ICIP), pp. 1184-1187, San Diego, CA, Oct 2008.
Z. Zhang, D. Lai and S. Suthaharan (2005), “A unified approach to ameliorate active queue management of network routers,” in Proc. of Int. Conf. on Intelligent Signal Processing and Communications Systems, pp. 729-732, Hong Kong.
S. Suthaharan (2005), “An enhanced congestion control mechanism favoring TCP Vegas,” International Conference on Intelligent Signal Processing and Communications Systems, Hong Kong (accepted, not presented).
S. Suthaharan (2004), “Markov model based congestion control for TCP,” in Proc. of IEEE Computer Society Press, the 37th Annual Simulation Symposium, pp. 285-292, April 18-22, 2004, Baltimore, MD, USA.
J. Kethireddy and S. Suthaharan (2004), "Visualization teaching tool for simulation of OSI seven layer architecture," in Proc. of IEEE SoutheastCon2004 Conference, pp. 335-342, March 26-29, 2004, Greensboro, NC.
S. Suthaharan and S. W. Kim (2004), “A gradient image dependent fragile watermarking for improved security and localization,” in Proc. of IEEE SoutheastCon2004 Conference, pp. 343-347, 2004, Greensboro, NC, USA.
S. Suthaharan, S. Kumar and C. Chatchaiyan (2004), “Comparison of active queue management algorithms over different TCP congestion control mechanisms,” in Proc. of GSPx’2004, September 27-30, 2004, Santa Clara, CA.
S. W. Kim and S. Suthaharan (2004), “An entropy masking model for multimedia content watermarking,” in Proc. of 37th IEEE Hawaii International Conference on System Sciences, pp. 1-6, Hawaii, USA.
S. W. Kim and Shan Suthaharan (2003), “Joint source/channel coding using DCT for video games over mobile networks,” in Proc. of 2nd Int. Conf. on Application and Development of Computer Games, ADCOG’03, Jan. 6-7, 2003, Hong Kong.
S. Suthaharan (2003), "Perceptually significant block-edge impairment metric for digital video coding, in Proc. of ICASSP’2003 (IEEE), Vol. III, pp. 681-684, Hong Kong.
S. Suthaharan (2003), “Invertible authentication watermark for digital images,” Multimedia Systems and Applications, ITCom 2003, SPIE 5241-4, 7-11 September 2003, Orlando, FL, USA (accepted, not presented).
S. Suthaharan (2003), “Robust bit extraction technique for watermarking digital images,” Multimedia Systems and Applications, ITCom 2003, SPIE 5241-5, 7-11 Sep. 2003, Orlando, FL, USA (accepted, not presented).
Z. Zhang, Z. Li and S. Suthaharan (2002), “Fuzzy logic strategy of prognosticating TCP’s timeout and retransmission,” in Proc. of 1st Int. Conf. on Fuzzy System and Knowledge Discovery, pp. 310-313, Singapore.
S. Suthaharan, S. W. Kim, Z. Zhang, A. Nanthakumar (2001), “Perceptually significant block-edge impairment metric (PS-BIM) for image coding,” in Proc. of 2001 IEEE International Symposium on Intelligent Signal Processing and Communication Systems, pp. 408-413, Nashville, TN, USA.
S. W. Kim and S. Suthaharan(2001), “Motion entropy masking for perceptually tuned robust video watermarking,” in Proc. of 2001 IEEE Int. Conf. on Intelligent Signal Processing and Communication Systems, pp. 247-250, Nashville.
S. Suthaharan, H. R. Wu and K. R. Rao (2000), "Perceptually most significant edge detection algorithm for object-based coding," in Proc. of SPIE Visual Communication and Image Processing, pp. 328-335, 20-23 June 2000, Perth, Australia.
V. Sparks and S. Suthaharan (2000), "Operating systems: visualization technique for teaching and learning," in Proc. of IEEE SoutheastCon2000, pp. 387-390, April 7-9, 2000, Nashville, TN, USA.
H. Browne and S. Suthaharan (2000), "Multimedia streaming on a personal computer for virtual music video television station," in Proc. of IEEE SoutheastCon2000, pp. 425-428, April 7-9, 2000, Nashville, TN, USA..
S. Suthaharan and S. Sathananthan (2000), "Transform domain technique: robust watermarking for digital images," in Proc. of IEEE SoutheastCon’2000, pp. 407-412, Nashville, TN, USA.
Z. Zhang and S. Suthaharan (2000), "Infusion adaptability, autonomy and cooperation into an information visualization system," in Proc. of IEEE SoutheastCon’2000, pp. 282-288, April 7-9, 2000, Nashville, TN, USA.
S.W.Kim, S. Suthaharan, Geun-Ho Lee, Heung-Kyu Lee, K.R. Rao (1999), "MPEG compliant joint source/channel coding using DCT and sub-stream scheduling for packet networks," in Proc. of SPIE Visual Communication and Image Processing (VCIP'99), pp. 260-270, San Jose, CA, USA..
S. W. Kim, S. Suthaharan, H. K. Lee and K. R. Rao (1999), "Perceptually tuned robust watermarking scheme for digital video using motion entropy masking," in Proc. of IEEE International Conference on Consumer Electronics (ICCE'99), June 20-24, 1999, Los Angeles, USA.
S. Suthaharan, S.W Kim, S. Sathananthan, H.K. Lee and K.R. Rao (1999), “Perceptually tuned video watermarking scheme using motion entropy,” in Proc. of IEEE Region 10 Conference, September 15-17, 1999, South Korea,.
S. Suthaharan (1998), "L-infinity based distortion measure for blocking artifacts in digital video", in Proc. of IEEE International Caracas Conference on Devices, Circuits and Systems, pp. 235-238, 2-4 March, 1998, Venezuela.
S. Suthaharan (1998), "A non-linear filtering for block-edge reduction", in Proc. of IEEE International Caracas Conference on Devices, Circuits and Systems, pp. 178-180, 2-4 March, 1998, Margarita Island, Venezuela.
S. W. Kim, G H Lee, S. Suthaharan, J. S. Kim, H. K. Lee and K. R. Rao (1998), "A new QoS scheduling technique which maximizes perceptual video quality," in Proc. of International Conference on Control, Automation, Robotics and Vision, pp. 608-612, Singapore.
S. Suthaharan, S. W. Kim, and K. R. Rao (1998), "Reduction of blocking artifacts using improved Wiener filter in the transform domain," in Proc. of International Conference on Control, Automation, Robotics and Vision, pp. 1028-1031, Singapore.
S. Suthaharan, S. Sathananthan, and K. R. Rao (1998), "Adaptive quantization for reduction of blocking artifacts based on a segmentation algorithm," in Proc. of International Conference on Control, Automation, Robotics and Vision, pp. 823-828, Singapore.
S. Suthaharan, H. R. Wu, and K. R. Rao (1998), "A new edge enhancement technique for image video segmentation and compression," in Proc. of IEEE International Workshop on Intelligent Signal Processing and Communication Systems, Vol. 1, pp. 748-751, Melbourne, Australia.
S. W. Kim, S. Suthaharan, H K Lee, and K R Rao (1998), " A watermarking scheme using human visual model and BN distribution," in Proc. of 6th IEEE International Workshop on Intelligent Signal Processing and Communication Systems, Vol. 1, pp 396-400, Melbourne, Australia.
S. Suthaharan and Z. Zhang (1997), "SNR optimization using genetic algorithm," in Proc. of IEEE International Conference on Image Processing, pp. 295-297, USA.
S. Suthaharan, Z. Zhang and S Sathananthan (1997), "Improved Wiener filter using genetic algorithm," in Proc. of Genetic Algorithms in Engineering Systems: Innovations and Applications, pp.75-78, United Kingdom.
S. Suthaharan and H. R. Wu (1997), "A distortion measure for blocking artifacts in digital video," in Proc. of 1st International Conference on Information, Communications and Signal Processing, pp. 1566-1569, Singapore.
S. Suthaharan (1997), "Block classification using t-statistics and L-infinity distortion measure," in Proc. of 1st International Conference on Information, Communications and Signal Processing, pp. 962-964, Singapore.
S. Suthaharan and M Hassan (1997), "Reducing the impact of cell loss on the digital video over ATM networks using spatial-temporal interpolation," in Proc. of IEEE Malaysia International Conference on Communication, Malaysia.
M. Hassan, M. Atiquzzaman and S. Suthaharan (1997), “On the selection of bandwidth threshold for interconnecting LANs over broadband ISDN”, in Proc. of IEEE Malaysia International Conference on Communication, pp. S18B.1.1-SS18B.1.4, Kuala Lumpur, Malaysia.
S Suthaharan, Zhongwei Zhang and M Hassan (1997), “Comparison of block filtering techniques using IBIM and PSNR,” in Proc. of IEEE International Workshop on Intelligent Signal Processing and Communications Systems, pp. S12.2.1-S12.2.3, Kuala Lumpur, Malaysia.
S Suthaharan (1997), "Block-Edge reduction in MPEG-1 coded images using statistical inference," in Proc. of 1997 IEEE International Symposium on Circuits and Systems, pp. 1329-1332, June 9-12, 1997, Hong Kong.
Z. Zhang and S Suthaharan (1997), "Neural Networks in design and implementation of a neuro-fuzzy Controller," in Proc. of 8th Australian Conference on Neural Networks, pp. 124-128, June 11-13, 1997, Melbourne, Australia.
Z. Zhang and S Suthaharan (1997), “Neuro-fuzzy control and modeling in an adaptive information visualization system,” in Proc. of IEEE Conference on Control Applications, pp. 91-96, Hartford, CT, USA.
S. Suthaharan (1997), "A method of image restoration using modified Lagrange's interpolation," in Proc. of 12th International Conference on Computers and their Applications, pp. 118-121, March 13-15, 1997, Tempe, Arizona.
M. Chowdhury, S Suthaharan, Syed M Rahman and Robert J Bignall (1997), "Blocking artifacts in MPEG-1 video coded images," in Proc. of ISCA 12th International Conference on Computers and their Applications, pp. 88-91, Arizona, USA.
S. Suthaharan, Z. Zhang and A. Harvey (1997), "FFF: fast fuzzy filtering in image restoration," in Proc. of IEEE Region 10 Conference, pp. 9-12, December 2-4, 1997, Brisbane, Australia.
S. Suthaharan, HR Wu, M. Yuen (1997), "A block classification algorithm for DCT-based digital video coding," in Proc. of IEEE Region 10 Conference, pp. 739-742, December 2-4, 1997, Brisbane, Australia.
M. Chowdhury, S. Rahman, B. Bignall and S. Suthaharan (1997), "Review of OCPN models in multimedia systems," in Proc. of International Conference on Computational Intelligence and Multimedia Applications, pp. 261-268, Australia.
S. Suthaharan and M. Chowdhury (1996), "Block reduction in video images, using statistical inference," in Proc. of Image and Vision Computing New Zealand Conference 1996, pp. 13-18, New Zealand.
S. Suthaharan and H. R. Wu (1996), "Adaptive post filtering technique for MPEG-1 coded images," in Proc. of 4th International Symposium on Signal Processing and its Applications, pp. 166-167, Australia.
S. Suthaharan, H. R. Wu and M. Yuen (1996), "A new post-filtering technique for block-based transform coded images," in Proc. of IEEE Region 10 Conf. on Digital Signal Processing Applications, pp.702-705, Australia.
S. Suthaharan and H. R. Wu (1996), "Adaptive-neighborhood image filtering for MPEG-1 coded images," in Proc. of 4th International Conference on Control, Automation, Robotics and Vision, pp.1676-1680, Singapore.
S. Suthaharan (1996), "A method of image restoration using simple averaging," in Proc. of 4th International Conference on Control, Automation, Robotics and Vision, pp. 995-997, Westin Stanford, Singapore.
S. Suthaharan (1994), "An improvement to the classical Wiener filter to image restoration," in Proc. of 12th Int. Conf. on Computer Graphics, Visual Computing and Multimedia, pp. 8, Australia.
S. Suthaharan (1994), "Well-adjusted Wiener filtering by SNR estimation", in Proc. of Robotics, Vision and Parallel Processing for Industrial Automation, pp. 109-18, Malaysia.
S. Suthaharan (1994), "A new SNR estimate for the Wiener filter to image restoration", in Proc. of Symposium on Electronic Imaging: Science and Technology, Image and Video Processing II, vol. 2182, pp. 242-54, USA.
S. Suthaharan and S. Ray (1994), "Image minimization and maximization for MSE estimation of in image restoration," in Proc. of Symp on Elect. Imaging: Science and Technology, Image and Video Processing II, vol. 2182, pp. 234-241, USA.
S. Suthaharan and S. Ray (1993), "Estimation of in the Wiener filter approach to image restoration," in Proc. of 2nd Biennial Conference of the Australian Pattern Recognition Society: Digital Image Computing - Techniques and Applications, pp. 594-599, Sydney, Australia.
S. Suthaharan and S. Ray (1993), "A method of image restoration based on Wiener filter," in Proc. of 3rd International Conference on Advances in Pattern Recognition and Digital Techniques, pp. 293-302, Indian Statistical Institute, Calcutta.
S. Suthaharan (1993), "Median and mean image construction for an estimation of in image restoration," in Proc. of first New Zealand Conference on Image and Vision Computing, pp. 245-252, New Zealand.
S. Suthaharan and S. Ray (1993), "Auxiliary image construction by Lagrange's interpolation for estimation of in image restoration," in Proc. of Symposium on Electronic Imaging: Science and Technology, San Jose, California, Image and Video Processing II, vol. 1903, pp. 84-90, 1993.
S. Suthaharan and S. Ray (1992), "Auxiliary image construction for MSE estimation of in image restoration," in Proc. of Workshop on Two and Three-Dimensional Spatial Data: Representation and Standards, 6pp, Australia.
S. Suthaharan and S. Ray (1991), "SNR estimation for image restoration," in Proc. of First Biennial Conference of the Australian Pattern Recognition Society: Digital Image Computing - Techniques and Applications, pp.166-172, Australia.

Edited 3 special journal issues:

S. Suthaharan and M. Mandal (2004), Special issue on Low Bit-Rate Multimedia Communication, J. of Real-Time Imaging, Elsevier Publication, Vol. 10, pp. 275-276 (editorial).
S. Suthaharan, L. Guan, C. Markhauser and S. Sathananthan (2000), Special Issue on Real-Time Digital Video over Multimedia Networks (issue 2), J. of Real-Time Imaging, Academic Press Publication, Vol. 6, pp. 325-326 .
S. Suthaharan, L. Guan, C. Markhauser and S. Sathananthan (1999), Special Issue on Real-Time Digital Video over Multimedia Networks (issue 1), J. of Real-Time Imaging, Academic Press, Vol. 5, No. 5, pp. 293-294.

Edited 4 conference proceedings:

S. Suthaharan and B. Qiu (2001), Proceedings of Ispacs'01: 2001 IEEE International Symposium on Intelligent Signal Processing and Communication Systems, pp. 1-500, 20-21 Nov. 2001, Nashville, TN.
H. R. Wu, B. Qiu, S. Suthaharan (1998), Proc. of Ispacs'98: 1998 IEEE International Workshop on Intelligent Signal Processing and Communication Systems, volume 1, pp. 1-500, 4-6 November 1998, Australia.
H. R. Wu, B. Qiu, S. Suthaharan (1998), Proc. of Ispacs'98: 1998 IEEE International Workshop on Intelligent Signal Processing and Communication Systems, vol. 2, pp. 501-953, 4-6 November 1998, Melbourne, Australia.
B. Qiu, S. Suthaharan, H. R. Wu (1998), Tutorial Proceedings of ISPACS'98: 1998 IEEE International Workshop on Intelligent Signal Processing and Communication Systems, 4-6 November 1998, Melbourne, Australia.

PhD thesis:

S. Suthaharan (1996), "Estimation of the noise-to-signal power ratio [u,v] in the Wiener filter technique to image restoration," PhD Thesis, Dept. of Computer Science, Monash University, Melbourne, Australia.

Refereed 3 book chapters:

Z. Zhang, Z. Li and S. Suthaharan (2005), “Fuzzy logic strategy of prognosticating TCP’s timeout and retransmission,” Chapter 22 in Studies in Computational Intelligence (SCI) vol. 2, pp. 309-320, Springer 2005.
S. Suthaharan (2001), “Transform domain techniques for multimedia image and video coding" Chapter 12 in Multimedia Image and Video Processing, Editors: Ling Guan, SY Kung, Jan Larsen, CRC Press, pp. 363-381.
S. Suthaharan (1997), INSIGHT THROUGH COMPUTER GRAPHICS, edited by M. Gigante and T. L. Kunii, World Scientific Publication, ISBN 981-02-2813-9.

Refereed Tutorial:

S. Suthaharan (1998), "Digital video and associated artifacts," IEEE International Caracas Conference on Devices, Circuits and Systems (ICCDCS’1998), March 2-4 1998, Venezuela.

Refereed 4 invited papers:

S. Suthaharan (2003), "A perceptually significant block-edge impairment metric for digital video coding,” in Proc. of IEEE International Conference on Multimedia & Expo, Vol. II, pp. 585-588, Baltimore, Maryland, USA.
Z. Zhang and S. Suthaharan (2001), “Intelligent agent-based simulation of computer networks,” in Proc. 2001 IEEE International Symposium on Intelligent Signal Processing and Communication Systems, pp. 161-165, USA.
S. Suthaharan and Z Zhang (1998), "Exploration of Intelligent Techniques for Image Filtering," in Proc. of IEEE International Caracas Conference on Devices, Circuits and Systems, pp. 211-216, Margarita Island, Venezuela.
S. Suthaharan, S W Kim, and H R Wu (1998), "Perceptually Tuned Edge Detail Detection Algorithm for Image/Video Segmentation and Compression," in Proc. of Int. Conf. on Control, Automation, Robotics and Vision, pp. 210-212.

Publication List