Susanto Rahardja

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Name : Professor Susanto Rahardja

Adress Work : Northwestern Polytechnical University

127 West Youyi Road, Xi'an, Shaanxi, 710072, P.R. China

Emails: [email protected], [email protected]

Language Proficiency: English, Mandarin, Indonesia, Malay




Summary

  1. Patents author/inventor for ISO/IEC 14496-3:2005/Amd3:2006 (a.k.a. HD-AAC), AVS-L, IEEE 1857.2-2013.
  2. HD-AAC is licensed to Bang & Olufsen A/S, Fraunhofer IIS, Logitech Europe S.A., MP4SLS Pte. Ltd., Nullsoft Inc. and VI PTE MUSIC LTD.
  3. Authored more than 300 international publications in journals and conferences.
  4. Authored more than 50 technical contributions to ISO/IEC JTC 1/SC 29/WG11 and ITU-T SG16 Q.6.
  5. Authored more than 50 granted patents (both primary and secondary).
  6. 35 invited talks and 20 times featured in media/magazines.
  7. 12 additional competitive grants amounted to S$20 millions approx.
  8. 6 Journal Editorships.

Education

No. Degree Departement University Year Location
1. B.Eng. (Hons 2A) Electrical Engineering ‎National University of Singapore 1991 Singapore
2. M.Eng. Electrical Engineering Nanyang Technological University 1993 Singapore
3. Ph.D. Electrical Engineering Nanyang Technological University 1997 Singapore
4. Business Excecutive Stanford Executive
Program
Stanford University 2012 San Jose, USA

Employment History (Current & Recent)

  • Chair Professor, Northwestern Polytechnical University, China, Jan. 2015 – Current.
  • Professor, Adjunct Appointment, Kasetsart University, Thailand, September 2015 – Current.
  • Professor, Adjunct Appointment, National University of Singapore, Singapore, May 2011 – Current.
  • Director, Advanced Technologies Centre, Infocomm Development Authority of Singapore, Dec. 2013 – Dec. 2014.
  • Grade: Principal Scientist II (Highest Technical ladder in A*STAR), RSE 6, I2R, A*STAR, Apr. 2010 – Dec. 2013.
  • Head, Signal Processing Department, I2R, A*STAR, Jul. 2007 – Dec. 2013.
  • Deputy Executive Director, I2R, A*STAR, Apr. 2011 – Mar. 2012. (Concurrent Appointment)

Research

  • Multimedia Processing
  • Audio/Image/Video Processing
  • Discrete Transforms and Applications
  • Spread Spectrum and Multi-user Detection Techniques for CDMA Applications
  • Digital Signal Processing Algorithms and Implementations


Selected Professional Activities

  1. General Co-Chair, 6th International Workshop on Quality of Multimedia Experience (QoMEX), Singapore, September 2014.
  2. General Chair, International Workshop on Multimedia Signal Processing (MMSP), Jakarta, Indonesia, September 2014.
  3. Conference Chair, 5th ACM SIGGRAPH Asia 2012, Singapore, Nov 2012.
  4. Chair, International Advisory and Scientific Board, Being There Center, Institute of Media Innovation, Nanyang Technological University, October 2012, October 2013, October 2014.
  5. Chair, A*STAR SERC Cluster Thematic Oversight Committee for Infocomm, Media & Computing, May 2012 – May 2014.
  6. Technical Advisor, Siliconvision Pte Ltd, Mar 2012 - Current.
  7. External Reviewer, Research Grants Council, University Grant Committee, Hong Kong, China, 2011, 2012, 2013, 2014.
  8. Executive Committee Member, ACM SIGGRAPH ASIA Conference Advisory Group, Aug 2011 – Dec 2013.
  9. General Co-Chair, APSIPA 2nd Summit and Conference, Dec 2010, Singapore.
  10. Scientific Advisor, Faculty of Computer Science, Prince of Songkla University, Thailand, Oct 2010 – Current.
  11. Member, Management Board, Interactive Digital Media Institute, National University of Singapore, August 2010 – July 2014.
  12. Board of Governor, Members-at-Large, Asia Pacific Signal and Information Processing Association, Sep 2009 - Current.
  13. President, ACM SIGGRAPH, Singapore Chapter, Apr 2009 – Current.
  14. General Chair, ACM SIGGRAPH Int. Conf. on Virtual Reality Continuum and its Applications in Industry (VRCAI), Singapore, Dec 2008.
  15. International Advisory Committee, IEEE Conference on Industrial Electronics and Applications, 2007 – 2014.
  16. Co-Chair, Thematic Strategic Research Program, Mobile Media, Science & Engineering Research Council, A*STAR, 2007.
  17. Chair, SPIE OpticsEast Symposium, Multimedia Systems and Applications, Boston, USA, 2007.
  18. Chair, SPIE OpticsEast Symposium, Multimedia Systems and Applications, Boston, USA, 2006.
  19. Co-chair, IEEE International Symposium on Multiple-Valued Logic, Singapore, 2006.
  20. Council Member, National IT Standard Committee (ITSC 6th Term), Apr 2004 – Dec 2013.

Accolades

Accolades Year
1. IEE Hartree Premium Award 2002
2. Tan Kah Kee Young Inventors’ Award Open Section(Gold) 2003
3. Spring Standards Council Merit Award 2006
4. I2R Achiever of the Year Award (Research) 2006
5. National Technology Award 2007
6. A*STAR Most Inspiring Mentor Award 2008
7. Distinction Award, 14th Youth Scientific Conference 2008
8. Best Poster Award, 14th Youth Scientific Conference 2008
9. MOE Distinction & SMP 3M Best Poster Award 2008
10. I2R Achiever of the Year Award (Development) 2008
11. I2R Achiever of the Year Award (Research) 2009
12. Finalist, The 2010 World Technology & Summit Award 2010
13. IEEE Fellow 2011
14. Nokia Visiting Professor Award 2012
15. ACM Recognition of Service Award 2012
16. China Audio Video Coding Standard (AVS) Annual Award 2012
17. AVS Honorary Credential Certificate 2013
18. “1000 People Plan” Award, People’s Republic of China (中国千人计划) 2015

Competitive Grants

  1. Bogdan J. Falkowski and Susanto Rahardja, “Linear and Planar Spectral and Discrete Models in Computer-Aided Design of Embedded Systems”, awarded by National and Science Technology Board, National grant, S$18,000, Sep 2001 – Jun 2002.
  2. Alex Kot Chi Chung and Susanto Rahardja, “Bi-level Watermark for e-Document Authentication”, awarded by Agency of Science Technology and Research, National Grant, S$827,000, Jul 2002 – Jun 2005.
  3. Ng Boon Poh and Susanto Rahardja, “Space-Time Signal Processing Using Sensor Array”, awarded by Agency of Science Technology and Research, National Grant, S$1,026,000, Jul 2002 – Jun 2005.
  4. Susanto Rahardja, Lin Xiao, “Advanced Audio Zip”, awarded by Exploit Technologies Pte Ltd, S$690,000, Apr 2004 –Oct 2005.
  5. Susanto Rahardja, Huang Haibin, “MPEG-4 SLS Implementation Flagship”, awarded by Exploit Technologies Pte Ltd, Flagship Grant, S$590,000, Jul 2006 –Apr 2008.
  6. Jian Fei Cai and Susanto Rahardja, “Graphics Augmented 3D Video for interactive Mobile Application”, awarded by Agency for Science, Technology and Research, National Grant, S$1,053,940, May 2007 – 2010.
  7. Susanto Rahardja, Farzam Farbiz, “Interactive & Immersive 3D Virtual Dance”, awarded by Agency for Science, Technology and Research, I2R grant, S$ 4.01 millions, Jul 2007 – Apr 2010.
  8. Susanto Rahardja, Huang Zhiyong, “Interactive & Immersive 3D Tennis Simulator”, awarded by Agency for Science, Technology and Research, I2R Grant, S$ 5.39 millions, Jul 2007 – Apr 2010.
  9. Susanto Rahardja, Eeping Ong, “3D Language Tutor”, awarded by Agency for Science, Technology and Research, I2R Grant, S$ 4.48 millions, Jul 2007 – Apr 2010.
  10. Susanto Rahardja, “INFUSE Initiative”, awarded by Agency for Science, Technology and Research, SERC Grant, S$3,546,395, Jul 2008 - Nov 2010.
  11. Susanto Rahardja, Te Li, "MPEG-4 SLS Internet Music Streaming Phase 1", awarded by Exploit Technologies Pte Ltd, Flagship Grant, S$358,000, Apr 2009 –Dec 2009.
  12. Susanto Rahardja, Rongshan Yu "MPEG-4 SLS Internet Music Streaming Phase 2", awarded by Exploit Technologies Pte Ltd, Flagship Grant, S$570,000, Jan 2010 – Aug 2011.

Editorship of Journals

  1. Associate Editor, IEEE Transactions on Audio, Speech and Language Processing, Apr 2007 – Apr 2011.
  2. Associate Editor, IEEE Transactions on Multimedia, Dec 2007 – Dec 2011.
  3. Editorial Board, Advances in Multimedia, open access journal, www.hindawi.com, 2009 – 2012.
  4. Associate Editor, Journal of Visual Communication and Image Representation, Sep 2006 – Current.
  5. Best Paper Award Committee, Journal of Visual Communication and Image Representation, 2015.
  6. Editorial Board, APSIPA Transactions on Signal and Information Processing, Jun 2012 – Current.
  7. Senior Editor, IEEE Journal of Selected Topics in Signal Processing, Jan 2013 – Current.

Selected Journal Publications

  1. M.A. Do, C.L. Law and S. Rahardja, “Experimental results on the performance of DPSK microwave link for indoor wireless LANs”, Journal of Electrical and Electronic Engineering, Australia, Vol. 14, No. 4, pp. 316-319, Dec 1994.
  2. B.J. Falkowski and S. Rahardja, “Efficient computation of quaternary fixed polarity Reed-Muller expansions”, IEE Proceedings, Computers and Digital Techniques, Vol. 142, No. 5, pp. 345-352, Sep 1995.
  3. S. Rahardja and B.J. Falkowski, “Application of Sign Haar transform in ternary communication system”, International Journal of Electronics, Vol. 79, No. 5, pp. 551-559, Nov 1995.
  4. B.J. Falkowski and S. Rahardja, “Complex decision diagrams”, IEE Electronics Letters, Vol. 32, No. 4, pp. 290-291, Feb 1996.
  5. B.J. Falkowski and S. Rahardja, “Walsh like functions and their relations”, IEE Proceedings, Vision, Image and Signal Processing, Vol. 143, No. 5, pp. 279-284, Nov 1996.
  6. B.J. Falkowski and S. Rahardja, “Generalized Hybrid Arithmetic Canonical Expansions for Completely Specified Quaternary Functions”, IEE Proceedings, Circuits, Devices and Systems, Vol. 144, No. 4, pp. 201-208, Aug 1997.
  7. B.J. Falkowski and S. Rahardja, “Classification and properties of fast linearly independent logic transformation”, IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, Vol. 44, No. 8, pp. 646-655, Aug 1997.
  8. S. Rahardja and B.J. Falkowski, “Classifications and graph based representations of switching functions using a novel complex spectral technique”, International Journal of Electronics, Vol. 83, No. 6, pp. 731-742, Dec 1997.
  9. B.J. Falkowski and S. Rahardja, “Fast Construction of Polarity Coefficient Matrices for Fixed Polarity Quaternary Reed-Muller Expansions”, Invited Chapter, in "Advances in Spectral Techniques", C. Moraga, Ed., Special Issue of Book Series Berichte zur angewandten Informatik, (Reports on Applied Computer Science), University of Dortmund Publisher, Dortmund, Germany, pp, 27-32, Feb 1998.
  10. B.J. Falkowski and S. Rahardja, “Recursive relations and fast flow diagram for non-linear quantized transform”, IEE Proceedings, Computers and Digital Techniques, Vol. 145, No. 2, pp. 97-107, Mar 1998.
  11. S. Rahardja and B.J. Falkowski, “Symmetry conditions of Boolean functions in Complex Hadamard Transform”, IEE Electronics Letters, Vol. 34, No. 17, pp. 1634-1635, Aug 1998.
  12. S. Rahardja and B.J. Falkowski, “Application of linearly independent arithmetic transform in testing of digital circuits”, IEE Electronics Letters, Vol. 35, No. 5, pp. 363-364, Mar 1999.
  13. S. Rahardja and B.J. Falkowski, “Family of Unified Complex Hadamard Transforms”, IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, Vol. 46, No. 8, pp. 1094-1100, Aug 1999.
  14. S. Rahardja and B.J. Falkowski, “Comparative Study of Discrete Orthogonal Transforms in Adaptive Signal Processing”, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol. E82-A, No. 8, pp. 1386-1390, Aug 1999.
  15. S. Rahardja and B.J. Falkowski, “Fast linearly independent Arithmetic expansions and their application to testing”, IEEE Transactions on Computer, Vol. 48, No. 9, pp. 991-999, Sep 1999.
  16. S. Rahardja and B.J. Falkowski, “Complex Composite Spectra of Unified Complex Hadamard Transform for Logic Functions”, IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, Vol. 47, No. 11, pp. 1291-1297, Nov 2000.
  17. B.J. Falkowski and S. Rahardja, “PLI logic for multiple-valued logic functions", IEE Proceedings, Computers and Digital Techniques, Vol. 148, No. 1, pp. 7-14, Jan 2001.
  18. B.J. Falkowski and S. Rahardja, “Generalized hybrid arithmetic transform for systems of incompletely specified quaternary functions”, IEE Electronics Letters, Vol. 37, No. 16, pp. 1006-1007, Aug 2001.
  19. S. Rahardja and B.J. Falkowski, “Efficient algorithm to calculate Reed-Muller Expansions Over GF(4)”, IEEE Proceedings, Circuits, Devices and Systems, Vol. 148, No. 6, pp. 289-295, Dec 2001.
  20. W. Ser, S. Rahardja and Z.N. Lin, “Autocorrelation properties of Unified Complex Hadamard Transform sequences”, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Special Section Information Theory and Its Applications, Vol. E85-A, No. 10, pp. 2280-2282, Oct 2002.
  21. B.J. Falkowski and S. Rahardja, “Operations on Logic Functions and Variables through Sign Haar Spectra”, Computers and Electrical Engineering, An International Journal, The Netherlands, Vol. 29, No. 1, pp. 1-12, Jan 2003.
  22. S. Rahardja, W. Ser and Z.N. Lin, “UCHT-Based Complex Sequences for Asynchronous CDMA System”, IEEE Transactions on Communications, Vol. 51, No. 4, pp. 618-627, Apr 2003.
  23. S. Rahardja and B.J. Falkowski, “Fast Mixed Linearly Independent Arithmetic Logic Transforms for Multiple-Valued Functions”, Journal of Multiple-Valued Logic and Soft Computing, USA, Vol. 10, No. 1, pp. 73-87, Mar 2004.
  24. H.B. Huang, R.S. Yu, X. Lin and S. Rahardja, “A Method for Realizing a Reversible Integer Type-IV Discrete Cosine Transform”, IEE Electronics Letters, Vol. 40, No. 8, Apr 2004.
  25. B.J. Falkowaki, C.C. Lozano and S. Rahardja, “Calculation of best fixed polarity Reed-Muller transform over GF(5)”, IEICE Electronics Express, Vol. 1, No. 5, pp. 95-97, Jun 2004.
  26. F. Pan, X. Lin, S. Rahardja, W.S. Lin, E.P. Ong, S.S. Yao, Z.K. Lu and X.K. Yang, “A locally adaptive algorithm for measuring blocking artifacts in images and videos”, Signal Processing: Image Communication, Vol. 19, No. 6, pp. 499-506, Jul 2004.
  27. B.J. Falkowski and S. Rahardja, “Complex Hadamard Transforms: Properties, Relations and Architecture”, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Japan, Vol. E87-A, No. 8, pp. 2077-2083, Aug 2004.
  28. B.J. Falkowaki, C.C. Lozano and S. Rahardja, “Algorithm to generate fixed polarity Reed-Muller GF(5) Spectra from disjoint cubes”, IEICE Electronics Express, Japan, Vol. 1, No. 6, pp. 131-136, Jun 2004.
  29. S. Xie and S. Rahardja, “Performance evaluation for quaternary DS-SSMA communications with complex signature sequences over Rayleigh-fading channels”, IEEE Transactions on Wireless Communications, Vol. 4, No. 1, pp. 266-277, Jan 2005.
  30. P. Li, W.S. Lin, S. Rahardja, X. Lin, X.K. Yang and Z.G. Li, “Geometrically determining the leaky bucket parameters for video streaming over constant bit-rate channels”, Signal Processing: Image Communication, Vol. 20, pp. 193-204, Feb 2005.
  31. X.K. Yang, W.S. Lin, Z.K. Lu, X. Lin, S. Rahardja, E.P. Ong and S.S. Yao, “Rate control for videophone using local perceptual cues”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 15, No. 4, pp. 496- 507, Apr 2005.
  32. C.H. You, S.N. Koh, and S. Rahardja, “An Invertible Frequency Eigendomain Transformation for Masking-Based Subspace Speech Enhancement”, IEEE Signal Processing Letters, Vol. 12, No. 5, pp. 461-464, May 2005.
  33. C.H. You, S.N. Koh and S. Rahardja, “β-order MMSE Spectral Amplitude Estimation for speech enhancement”, IEEE Transactions on Audio, Speech and Language Processing, Vol. 13, No. 4, pp. 475-486, Jul 2005.
  34. F. Pan, X. Lin, S. Rahardja, K. P. Lim, Z. G. Li, D. Wu, S. Wu, “Fast Mode Decision Algorithm for Intra Prediction in H.264/AVC Video Coding”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 15. No. 7, pp. 813-912, Jul 2005.
  35. D. Wu, Pan Feng, K. P. Lim, S. Wu, Z. G. Li, X. Lin, S. Rahardja, C.C. Ko, “Fast Intermode Decision in H.264/AVC Video Coding”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 15. No. 7, pp. 953-958, Jul 2005.
  36. S. Rahardja, B.J. Falkowski and C.C. Lozano, “Fastest linearly independent transforms over GF(2) and their properties”, IEEE Transactions on Circuits and Systems I, Vol. 52, No. 9, pp. 1832-1844, Sep 2005.
  37. C.H. You, S.N. Koh, and S. Rahardja, “Masking-Based β-Order MMSE Speech Enhancement”, Speech Communication, Vol. 48, pp. 57-70, Jan 2006.
  38. H.B. Huang, S. Rahardja, R.S. Yu and X. Lin, “Integer MDCT with enhanced approximation of the DCT-IV”, IEEE Transactions on Signal Processing, Vol. 54, No. 3, pp. 1156-1159, Mar 2006.
  39. B.J. Falkowski, C.C. Lozano, S. Rahardja, “Column polarity matrix algorithm for ternary fixed polarity Reed-Muller expansions”, Journal of Circuits, Systems, and Computers, USA, Vol. 15, No. 2, pp. 243-262, Apr 2006.
  40. Z.G. Li, W. Gao, F. Pan, S.W. Ma, K.P. Lim, G.N. Feng, X. Lin, S. Rahardja, H.Q. Lu and Y. Lu, “Adaptive rate control for H.264”, Journal of Visual Communication and Image Representation, Vol. 17, No. 2, pp. 376-406, Apr 2006.
  41. R.S. Yu, S. Rahardja, X. Lin and C.C. Ko, “A fine granular scalable to lossless audio coder”, IEEE Transactions on Audio, Speech and Language Processing, Vol. 14, No. 4, pp. 1352-1363, Jul 2006.
  42. Z.G. Li, S. Rahardja and H.F. Sun, “Implicit bit allocation for combined coarse granular scalability and spatial scalability”, IEEE Transactions on Circuit System for Video Technology, Vol. 16, No. 12, pp. 1449-1459, Dec 2006.
  43. T. Li, S. Rahardja and S.N. Koh, “Perceptually adaptive bit-plane coding for scalable audio”, IEEE Electronics Letters, Vol. 43, No. 1, pp. 60-61, Jan 2007.
  44. S.L. Xie, S. Rahardja and Z.H. Gu, “Performance of DS-CDMA downlink systems with orthogonal UCHT complex sequences”, IEEE Transactions on Communications, Vol. 55, No. 2, pp. 251-256, Feb 2007.
  45. R. Geiger, R.S. Yu, J. Herre, S. Rahardja, S.W. Kim, X. Lin, M. Schmidt, “ISO/IEC MPEG-4 High-Definition Scalable Advanced Audio Coding”, Journal of AES, Volume 55, Issue 1 / 2, pp. 27-43, Feb 2007.
  46. C.C. Lozano, B.J. Falkowski and S. Rahardja, “Properties and relations for fast linearly independent arithmetic transforms”, IET Signal Processing, Vol. 1, No. 2, pp. 82-95, Jun 2007.
  47. C.H. You, S.N. Koh and S. Rahardja, “Subband Kalman filtering incorporating masking properties for noisy speech signal”, Speech Communication, Vol. 49, No. 7-8, pp. 558-573, Jul 2007.
  48. C.H. You, S. Rahardja and S.N. Koh, “Audible noise reduction in eigendomain for speech enhancement”, IEEE Transactions Audio, Speech and Language Processing, Vol. 15, No. 6, pp. 1753-1765, Aug 2007.
  49. A. Aung, B.P. Ng and S. Rahardja, “Performance of SCHT sequences in asynchronous CDMA system”, IEEE Communications Letters, Vol. 11, No. 8, pp. 641-643, Aug 2007.
  50. T. Li, S. Rahardja, R.S. Yu and S.N. Koh, “On Integer MDCT for perceptual audio coding”, IEEE Transactions on Audio, Speech and Language Processing, Vol. 15, No. 8, pp. 2236-2248, Nov 2007.
  51. F. Pan, X. Lin, S. Rahardja, E.P. Ong, W.S. Lin, “Using edge direction information for measuring blocking artifacts of images”, Multimedia Systems and Signal Processing, Vol. 18, No. 4, pp. 297-308, Dec 2007.
  52. T. Li, S. Rahardja and S.N. Koh, “Frequency region based prioritized bit plane coding for scalable audio”, IEEE Transactions on Audio, Speech and Language Processing, Vol. 16, No. 1, pp. 94-105, Jan 2008.
  53. H.J. Yang, A.C. Kot and S. Rahardja, “Orthogonal data embedding for binary images in morphological transform domain – a high capacity approach”, IEEE Transactions on Multimedia, Vol. 10, No. 3, pp. 339-351, 2008.
  54. Y.H. Tan, Z.G. Li, K.P. Lim and S. Rahardja, “Simplified motion refined scheme for fine granularity scalability”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 18, No. 9, pp. 1212 – 1222, Oct 2008.
  55. H.B. Huang, P. Franti, D.Y. Huang and S. Rahardja, “Cascaded RLS-LMS Prediction in MPEG-4 Lossless Audio Coding”, IEEE Transactions on Audio, Speech and Language Processing, Vol. 16, No. 3, pp. 554-562, Mar 2008.
  56. A. Aung, B.P. Ng and S. Rahardja, “Sequency-ordered Complex Hadamard Transform: Properties, Computational Complexity and Applications”, IEEE Transactions on Signal Processing, Vol. 56, No. 8, pp. 3562-3571, Aug 2008.
  57. E.C.W. Koh, H.W. Sun, T.L. New, T.H. Nguyen, B. Ma, E.S. Chng, H.Z. Li and S. Rahardja, “Speaker diarization using direction of arrival estimate and acoustic feature estimation: The I2R-NTU submission for the NIST RT 2007 Evaluation”, CLEAR 2007 and RT 2007, Lecture notes in Computer Science 4625, R. Steifelhagen et. Al. (Eds.), Springer-Verlag Berlin Heidelberg, pp. 484-496, 2008.
  58. A. Aung, B.P. Ng and S. Rahardja, “Conjugate symmetric sequency-ordered Complex Hadamard Transform”, IEEE Transactions on Signal Processing, Vol. 57, No. 7, pp. 2582-2593, Jul 2009.
  59. T. Li, S. Rahardja and S.N. Koh, “Fixed quality layered audio based on scalable lossless coding”, IEEE Transactions on Multimedia, Vol. 11, No. 3, pp. 422-432, Apr 2009.
  60. W. Yang, J. Zheng, J. Cai, S. Rahardja and C. W. Chen, “Natural and seamless image composition with color control”, IEEE Transactions on Image Processing, vol. 18, no. 11, pp. 2584-2592, Nov 2009.
  61. A.Y.S. Chia, S. Rahardja, S.D. Rajan, M.K. Leung, “Structural descriptors for category level object detection”, IEEE Transactions on Multimedia, Vol. 11, No. 8, pp. 1407-1421, Dec 2009.
  62. Z.J. Zhu, Z.G. Li, S. Rahardja, and P. Franti, “Recover real world scene: high quality image inpainting using multi-exposed references”, IET Electronics Letters, pp. 1310-1312, Vol. 45, Issue 25, Dec 2009.
  63. L. Chen, W. Ser, Z.L. Yu, S. Rahardja and W. Cen, “Linear sparse array synthesis with minimum number of sensors”, IEEE Transactions on Antennas and Propagation, Vol. 58, No. 3, pp. 720-726, Mar 2010.
  64. A. Aung, B.P. Ng and S. Rahardja, “A robust watermarking scheme using sequency-ordered Complex Hadamard Transform”, Journal of Signal Processing Systems, Springer Science+Business Media, May 2010.
  65. Y.H. Tan, W.S. Lee, J.Y. Tham, S. Rahardja and K.M. Lye, “Complexity scalable H.264/AVC Encoding”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 20, No. 9, pp. 1271-1275, Sep 2010.
  66. H. Huang, H. Shu, R. Yu, T. Chan and S. Rahardja, "Introduction to AVS Lossless Audio Coding Standard: Entropy Coding", Diansheng Jishu, Vol. 34, No. 12, pp. 69-71, Dec. 2010 (in Chinese).
  67. A.Y.S. Chia, S. Rarhardja, S.D. Rajan, M.K. Leung, “A split and merge based ellipse detector with self-correcting capability”, IEEE Transactions on Image Processing, Vol. 20, No. 7, pp. 1991-2006, Jul 2011.
  68. C.H. Yeo, Y.H. Tan, Z.G. Li and S. Rahardja, “Mode-dependent transforms for coding directional intra prediction residuals”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 22, No. 4, pp. 545-554, Apr 2012.
  69. H. Shu, H.B. Huang and S. Rahardja, “Analysis of Bit-Plane Probability for Generalized Gaussian Distribution and its Application in Audio Coding”, IEEE Transactions on Audio, Speech and Language Processing, Vol. 20, No. 4, pp. 1167-1176, May 2012.
  70. A.Y.S. Chia, S.D. Rajan, M.K. Leung, S. Rahardja, “Object recognition by discriminative combinations of line segments, eliipses and appearance features”, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 34, No. 9, pp. 1758-1772, Sep 2012.
  71. W. Yao, L.P. Chau and S. Rahardja, “Joint Rate Allocation for Statistical Multiplexing in Video Broadcasting Applications”, IEEE Transactions on Broadcasting, Vol. 58, No. 3, pp. 417-427, Sep 2012.
  72. W. Yao, Z.G. Li and S. Rahardja, “Dynamic Threshold Based Keyframe Detection And Its Application in Rate Control”, IET Image Processing, Vol. 6, No. 7, pp. 986-995, Oct 2012.
  73. S.L. Xie and S. Rahardja, “An Alternating Direction Method for Balanced Image Restoration”, IEEE Transactions on Image Processing, Vol. 21, No. 11, pp. 4557- 4567, Nov. 2012.
  74. Z.G. Li, J.H. Zheng, Z.J. Zhu, S.Q. Wu and S. Rahardja, “Detailed Enhanced Exposure Fusion”, IEEE Transactions on Image Processing, Vol. 21, No. 11, pp. 4672-4676, Nov 2012.
  75. R.S. Yu, W.X. Yang and S. Rahardja, “A Statistical Demand-Price Model With Its Application in Optimal Real-Time Price”, IEEE Transactions on Smart Grid, Vol. 3, No. 4, pp. 1734-1742, Dec. 2012.
  76. Y.H. Tan, C.H. Yeo, Z.G. Li and S. Rahardja, “Intra Coding with Adaptive Partial Reconstruction”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 23, No. 2, pp. 281-290, Feb 2013.
  77. J.H. Zheng, Z.G. Li, Z.J. Zhu, S.Q. Wu and S. Rahardja, “Hybrid Patching for a Sequence of Differently Exposed Images With Moving Objects”, IEEE Transactions on Image Processing, Vol. 22, No. 12, December 2013.
  78. W. Yao, S. Rahardja and L.P. Chau, “Joint Rate Allocation of Stereoscopic 3D Videos in Next Generation Broadcast Applications”, IEEE Transactions on Broadcasting, Vol. 59, No. 3, pp. 445-454, Sep 2013.
  79. H.L. Tan, Z.G. Li, Y.H. Tan, S. Rahardja and C.H. Yeo, “A Perceptually Relevant MSE-based Image Quality Metric”, IEEE Transactions on Image Processing, Vol. 22, No. 11, pp. 4447-4459, Nov. 2013.

Contributors

Admin, Isma, Susanto Rahardja