Multimedia Information Analysis (MIA) Laboratory

scholar

 

 

Guest Editorials

  1. Cheung, S.-C., Y. L. Sun, K. Aberer, J. Harista, B. Horne, and K. Hwang. 2013. Special Issue on Privacy and Trust Management in Cloud and Distributed System. IEEE Transactions on Information Forensics and Security, vol. 8, no. 6, June 2013, pp. 835-837.
  2. Cheung, S.-C., D. Kundur, and A. Senior. 2009. Enhancing Privacy Protection in Multimedia System. EURASIP Journal on Information Security, vol. 2009:710919 doi:10.1155/2009/710919.

Peer-reviewed Journal Articles

  1. Shen, J., C. Ti, A. Raghunathan, S.-C. Cheung, and R. Patel. 2014. Automatic Video Self Modeling for Voice Disorder. Accepted to Multimedia Tools and Applications in May, 2014. DOI. 10.1007/s11042-014-2015-1
  2. Wang, Z. and S.-C. Cheung. 2014. Protecting Privacy in Signal Processing. IEEE Potentials, vol. 33, issue 3, pp. 32-37.
  3. Zhao, J., D. Hawkes, R. Yoshida, and S.-C. Cheung. 2013. Approximate techniques in solving optimal camera placement problems. International Journal of Distributed Sensor Networks. Vol. 2013(2013) Article ID 241913.
  4. Shen, J., P.-C. Su, S.-C. Cheung, and J. Zhao. 2013. Virtual Mirror By Fusing Depth and Color Cameras. IEEE Transactions on Image Processing vol. 22, issue 9, pp. 1-16.
  5. Zhao, J. and S.-C. Cheung. 2012. Human Segmentation by Geometrically Fusing Visible-light and Thermal Imaginary.  Multimedia Tools and Applications doi:10.1007/s11042-012-1299-2.
  6. Nguyen, K., T. Nguyen and S.-C. Cheung. 2011. On Reducing Communication Energy Using Cross-Sensor Coding Technique. International Journal on Distributed Sensor Networks, vol. 2011, Article ID 837128, 12 pages, 2011. doi:10.1155/2011/837128.
  7. Paruchuri, J., S.-C. Cheung and M. Hail. 2009. Video data-hiding for managing privacy information in surveillance systems.  EURASIP Journal on Information Security, Volume 2009, Article 236139.
  8. S. Yee, Y. Lou, J. Zhao and S.-C. Cheung. 2009. Anonymous Biometric Access Control. EURASIP Journal on Information Security, Volume 2009, Article 865259.
  9. M., V. Venkatesh, S.-C. Cheung and J. Zhao. 2009. Efficient Object-Based Video Inpainting. Pattern Recognition Letter, Volume 30, Issue 2, January 2009, pp. 168-179.
  10. Nguyen, K., T. Nguyen and S.-C. Cheung. 2009. Video Streaming with Network Coding. In Journal of Signal Processing Systems, DOI: 10.1007/s11265-009-0342-7, February 2009.
  11. Zhao, J., S.-C. Cheung and T. Nguyen. 2008. Optimal Camera Network Configurations for Visual Tagging. In IEEE Journal on Selected Topics in Signal Processing, Volume 2, Number 4, August  2008, pp. 464-479.
  12. Tullimas, S., T. Nguyen, R. Edgecomb, S.-C. Cheung. 2008. Multimedia Streaming Using Multiple TCP Connections. In ACM Transactions on Multimedia Computing, Communications and Applications Volume 4, Issue 2, May 2008, pp. 12:1-12:20.
  13. Nguyen, T., K. Kolazhi, R. Kamath, S.-C. Cheung, D. Tran. 2008. Efficient Multimedia Distribution in Source Constraint Networks. In IEEE Transactions on Multimedia, Volume 10, Issue 3, April 2008, pp. 523-537.
  14. Cheung, S.-C. and T. Nguyen. 2007. Secure Signal Processing between Distrusted Network TerminalsEURASIP Journal on Information Security. Volume 2007 (2007), Article ID 51368.
  15. Cheung, S.-C. and C. Kamath. 2005. Robust Background Subtraction With Foreground Validation for Urban Traffic Video. In EURASIP Journal of Applied Signal Processing, New York, NY: Hindawi Publishing Co., Volume 14, pp. 1-11, August 2005.
  16. Cheung, S.-C. and A. Zakhor. 2005. Fast similarity search and clustering of video sequences on the world-wide-web. In IEEE Transactions on Multimedia. Piscataway, NJ:IEEE. 7(3):524-538.
  17. Cheung, S.-C. and A. Zakhor. 2003. Efficient video similarity measurement with video signature. In IEEE Transactions on Circuits, and Systems for Video Technology. Piscataway. NJ:IEEE. 13 (1):59-74.

Peer-reviewed Book Chapter

  1. Luo, Y., S.-C. Cheung, and S. Ye, 2012. Anonymity in Video Surveillance System. Intelligent Multimedia Surveillance: Current Trends and Research, edited by P. Atrey, M. Kankanhalli, and Andrea Cavallaro, Springer.
  2. Paruchuri, J., Y. Luo and S.-C. Cheung, 2012. Preserving and Managing Privacy Information in Video Surveillance Systems. To appear in Effective Surveillance for Homeland Security: Balancing Technology and Social Issues, edited by F. Flammini, R. Setola & G. Franceschetti, CRC Press/Taylor & Francis.
  3. Zhao, J., S.-C. Cheung and T. Nguyen. 2009. Camera Network Configuration and its application in Privacy-protected Video Surveillance. Multi-Camera Networks: Concepts and Applications, edited by H. Aghajan and A. Cavallaro, Elsevier Science and Technology Book Group, 2009.
  4. Venkatesh, M. V., S.-C. Cheung, J. Paruchuri, J. Zhao and T. Nguyen. 2009. Protecting and Managing Privacy Information In Video Surveillance Systems. Protecting Privacy in Video Surveillance, edited by Andrew Senior, Springer, 2009.
  5. Kamath, C., E. Cantu-Puz, S.-C. Cheung, I. K. Fodor, and N. A. Tang. 2005. Experiences in mining data from computer simulations. In Next Generation of Data-Mining Applications, edited by M. Kantardzic and J. Zurada, Wiley-IEEE Press pp. 211-233, March 2005.
  6. Cheung, S.-C. and A. Zakhor. 2003. Efficient video similarity measurement with video signature. Chapter 28 of Handbook of Video Databases: Design and Applications, edited by B. Furht and O. Marques. CRC Press.

Peer-reviewed  Articles (submitted)

  1. Wang, Z., Y. Luo, and S.-C. Cheung. 2014. Game-theoretic collusion deterrence for secure multiparty computation. To be submitted to IEEE Transactions on Information Forensics and Security.
  2. Luo, Y. and S.-C. Cheung. 2014. Auditable Video Surveillance. To be submitted to IEEE Transactions on Information Forensics and Security.

Peer-reviewed Conference Proceeding Articles

  1. Shen, J., W. Xu, Y. Luo, P.-C. Su, and S.-C. Cheung. 2014. Extrinsic Calibration for Wide-baseline RGB-D Camera Networks. Accepted to IEEE International Workshop on Multimedia Signal Processing (MMSP 2014). 
  2. Sajid, H. and S.-C. Cheung. 2014. Background Subtraction Under Sudden Illumination Change. Accepted to IEEE International Workshop on Multimedia Signal Processing (MMSP 2014). 
  3. Wang, Z., Y. Luo and S.-C. Cheung. 2014. Efficient Multi-party Computation with Collusion-deterred Secret Sharing. In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2014), May 4-9, 2014, pp. 7401-7405.
  4. Wang, Z. and S.-C. Cheung. 2013. Collusion Deterrence in Multi-party Computation – An Evolutionary Game-theoretic Approach. Appeared as Work-In-Progress paper to IEEE International Workshop on Information Forensics and Security (WIFS 2013). 
  5. Su, P.-C., J. Shen, and S.-C. Cheung. 2013. A Robust RGB-D SLAM System for 3D Environment with Planar Surfaces. IEEE International Conference on Image Processing (ICIP 2013).
  6. Shen, J., and S.-C. Cheung. 2013. Layer Depth Denoising and Completion for Structured-Light RGB-D Cameras. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013).
  7. Ukaobah, N., J. Shen and S.-C. Cheung. 2013. MEBOOK: a novel device using video self-modeling to enhance literacy among children with ASD. Accepted to the International Meeting for Autism Research (IMFAR), May 2-4, 2013. [Abstract] [Poster]
  8. Luo, Y., and S.-C. Cheung. 2013. Privacy Information Management for Video Surveillance. In SPIE conference on Defense, Security + Sensing, Biometric and Surveillance Technology for Human and Activity Identification X, April 29 – May 2, 2013.
  9. Shen, J., S.-C. Cheung, and J. Zhao. 2012. Virtual Mirror By Fusing Multiple RGB-D Cameras. In APSIPA Annual Summit & Conference 2012, Dec. 3-6, 2012 (Invited paper)
  10. Shen, J., C. Ti, S.-C. Cheung, and R. Patel. 2012. Automatic Lip-synchronized Video-Self-Modeling Intervention for Voice Disorders. In IEEE International Conference on E-Health networking, Application & Services (IEEE Healthcom’12), Oct. 10-13, 2012.
  11. Luo, Y., S.-C. Cheung, R. Lazzeretti, T. Pignata, and M. Barni. 2012. An Efficient Protocol for Private Iris-code Matching using Garbled Circuits. In IEEE International Conference on Image Processing (ICIP 2012), Sept. 30-Oct. 3, 2012.
  12. S. M. Esfahani, and S.-C. Cheung. 2012. Distributed Image De-noising Using Secret Sharing. In IEEE International Conference on Image Processing (ICIP 2012), Sept. 30-Oct. 3, 2012.
  13. Paruchuri, J., E. Sathiyamoorthy, S.-C. Cheung and C.-H. Chen. 2011. Spatially Adaptive Illumination Modeling for Background Subtraction. International Conference on Computer Vision – 11th IEEE Workshop on Visual Surveillance (VS 2011), Nov. 6-13, 2011, pp. 1745-1752. 
  14. Zhao, J., D. Hawkes, R. Yoshida, and S.-C. Cheung. 2011. Approximate techniques in solving optimal camera placement problems. International Conference on Computer Vision – 11th IEEE Workshop on Visual Surveillance (VS 2011), Nov. 6-13, 2011, pp. 1705-1712. 
  15. Shen, J., A. Raghunathan, S.-C. Cheung and R. Patel. 2011. Automatic Content Generation for Video Self Modeling. Proceedings of IEEE International Conference on Multimedia Expo (ICME 2011), July 11-15, 2011, pp. 1-6.
  16. M., V. Venkatesh and S.-C. Cheung. 2010. Eye Tracking based Perceptual Image Inpainting Quality Analysis. Proceedings of IEEE International Conference on Image Processing (ICIP10), September 26-29, 2010, pp. 1109-1112.
  17. Luo, Y., S. Ye and S.-C. Cheung. 2010. Anonymous Subject Identification in Privacy-aware Video Surveillance. Proceedings of IEEE International Conference on Multimedia Expo (ICME 10), July 19-23, 2010, pp. 83-88. (Invited Paper) 
  18. Huang, X., J. Gao, R. Yang and S.-C. Cheung. 2009. Manifold Estimation in View-based Feature Space for Face Synthesis Across Pose. Proceedings of the Ninth Asian Conference on Computer Vision (ACCV 2009), September 23-27, 2009, pp. 37-47.
  19. Zhao, J., and S.-C. Cheung. 2009. Human Segmentation by Fusing Visible-light and Thermal Imaginary.  Proceedings of the Ninth IEEE International Workshop on Video Surveillance at IEEE International Conference on Computer Vision (ICCV 2009), Sept. 27 – Oct. 4, 2009, pp. 1185-1192.
  20. Luo, Y., S.-C. Cheung and S. Ye. 2009. Anonymous Biometric Access Control Based on Homomorphic Encryption. Proceedings of the IEEE International Conference on Multimedia Expo (ICME 09), June 28- July 3, 2009, pp. 1046-1049.
  21. M., V. Venkatesh, J. Zhao, L. Profitt and S.-C. Cheung. 2009. Audio-visual Privacy Protection for Video Conference. Proceedings of the IEEE International Conference on Multimedia Expo (ICME 09), June 28 – July 2, 2009, pp. 1574-1575
  22. Zhao, J. and S.-C. Cheung. 2009. Optimal Visual Sensor Planning. Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS 09), May 22-24, 2009, pp. 165-168.
  23. Paruchuri, J., S.-C. Cheung and T. Nguyen. 2008. Managing Privacy Data In Pervasive Camera Networks. Proceedings of IEEE International Conference on Image Processing (ICIP 08), October 12-15, 2008, pp. 1676-1679. (Invited Paper)
  24. Paruchuri, J. and S.-C. Cheung. 2008. Joint Optimization of Data Hiding and Video Compression. In IEEE International Symposium on Circuits and Systems (ISCAS 08), May 18-21, Seattle, WA, pp. 3021-3024.
  25. Zhao, J. and S.-C. Cheung. 2007. Multi-Camera Surveillance with Visual Tagging and Generic Camera Placement. In the Proceedings of the ACM/IEEE International Conference on Distributed Smart Camera (ICDSC 07), Sept. 25-28, 2007, p. 259-266.
  26. Nguyen, T., K. Nguyen and S.-C. Cheung. 2007. Peer-to-Peer Streaming with Hierarchical Network Coding. In IEEE International Conference on Multimedia Expo (ICME 07), July 2-5, pages 396-399.
  27. Chaudhari, J., S.-C. Cheung and M. V. Venkatesh. 2007. Privacy Protection for Lifelog Video. In IEEE Signal Processing Society SAFE 2007: Workshop on Signal Processing Applications for Public Security and Forensics (SAFE 2007), April 11-13, pages 1-5.
  28. Nan, H. and S.-C. Cheung, and T. Nguyen. 2007. A New Security Model for Secure Thresholding. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2007), April 15-20, Volume II, pages 273-276.
  29. Cheung, S.-C., J. Zhao and M. V. Venkatesh. 2006. Efficient Object-based Video Inpainting. In IEEE International Conference on Image Processing (ICIP 2006), October 8-11, pages 705-708.
  30. Hu, Nan, S.-C. Cheung and T. Nguyen. 2006. Secure Image Filtering. In IEEE International Conference on Image Processing ICIP 2006, pages 1553-1556.
  31. M. V. Venkatesh and S.-C. Cheung. 2006. Symmetric Shape Completion Under Severe Occlusions. In IEEE International Conference on Image Processing (ICIP 2006), October 8-11, pages 709-712. (Invited Paper)
  32. Nguyen, T., S.-C. Cheung and D. Tran. 2006. Efficient Video Dissemination in Structured P2P Networks. In IEEE International Conference on Multimedia Expo, (ICME 2006), July 9-12, pages 1673-1676.
  33. Nguyen T., D. Tran and  S.-C. Cheung. 2005. Efficient P2P Data Dissemination in a Homogeneous Capacity Network Using Structured Mesh. In Proceedings of International Conference on Multimedia Services Access Networks (MSAN 05), June 13-15 2005, Orlando Fl. Piscataway, NJ:IEEE:73-77. (Invited Paper)
  34. Grossmann, E., A. Kale, C. Jaynes and S-C. Cheung, 2005. Offline generation of high-quality background subtraction dataBritish Machine Vision Conference 2005. Best Poster Award. 
  35. Zhang, W., S.-C. Cheung, and M. Chen. 2005. Hiding privacy information in video surveillance system.  In IEEE International Conference on Image Processing (ICIP 2005), September 11-14, Genova, Italy. Piscataway, NJ:IEEE: (3)868-871.
  36. Cheung, S.-C. and T. Nguyen. 2005. Mining arbitrary-length repeated patterns in television broadcast. In IEEE International Conference on Image Processing (ICIP 2005), September 11-14, Genova, Italy. Piscataway, NJ:IEEE: (3) 181-184.
  37. Nguyen, T. and S.-C. Cheung. 2005. Multimedia Streaming Using Multiple TCP Connections. In  IEEE International Performance Computing and communications Conference (IPCCC 2005), April 2005. Piscataway, NJ:IEEE: 215-223.
  38. Cheung, S.-C. and C. Kamath. 2004. Robust techniques for background subtraction in urban traffic video. Proceedings of Electronic Imaging: Visual Communications and Image Processing 2004 (Part One), January 20-22 2004, San Jose, California. Bellingham, WA:SPIE. (5308):881-892.
  39. Cantú-Paz, E., S.-C. Cheung, and C. Kamath. 2004. Retrieval of similar objects in simulation data using machine learning techniques. Proceedings of Electronic Imaging: Image Processing: Algorithms and Systems III, January 19-21 2004, San Jose, California. Bellingham, WA:SPIE. (5298):251-258.
  40. Cheung, S.-C. and A. Zakhor. 2003. Fast similarity search on video signatures. In IEEE International Conference on Image Processing (ICIP 2003), September 14-17, 2003, Barcelona, Spain. Piscataway, N.J.:IEEE. (2):1-4.
  41. Cheung, S.-C. and C. Kamath. 2003. Initial experiences with retrieving similar objects in simulation data. Workshop on Mining Scientific and Engineering Datasets, May 3, 2003, San Francisco, California. Philadelphia, PA:SIAM. 11-18.
  42. Cheung, S.-C. and A. Zakhor. 2002. Efficient video similarity measurement with video signature. In IEEE International Conference on Image Processing (ICIP 2002), September 22-25, 2002, Rochester, New York. Piscataway, NJ.:IEEE. (1):621-624.
  43. Cheung, S.-C. and A. Zakhor. 2001. Video similarity detection with video signature clustering. In IEEE International Conference on Image Processing (ICIP 2001), October 7-10, 2001, Thessaloniki, Greece. Piscataway, NJ:IEEE. (1):649-652.
  44. Cheung, S.-C. and A. Zakhor. 2000. Efficient video similarity measurement and search. In IEEE International Conference on Image Processing (ICIP 2000), September 10-13, 2000, Vancouver, BC, Canada. Piscataway, NJ:IEEE. (1):85-88.
  45. Cheung, S.-C. and A. Zakhor. 2000. Estimation of web video multiplicity. Proceedings of the SPIE – Internet Imaging, January 23-28, San Jose, CA. Bellingham, WA:SPIE. (3964):34-36.
  46. K. Bolding, S.-C. Cheung, S.-E. Choi, C. Ebeling, S. Hassoun, T. Ngo, R. Wille. 1993.  The Chaos Router Chip: Design and Implementation of an Adaptive Router. Proceedings of the International Conference on Very Large Scale Integration,Sep 7-10 1993, Grenoble, FrElsevier Science Publishers B.V., Amsterdam, Neth: 311-320.

Theses and Dissertations

  1. Hasan Sajid. 2014. A Universal Background Subtraction System. MS Thesis, University of Kentucky.
  2. Ju Shen. 2014. Computational Multimedia for Video Self Modeling (draft). Doctoral Dissertation, University of Kentucky.
  3. Yuqi Zhang. 2014. RoboMirror: A Mirror Display with a Robotic Camera (draft). MS Thesis, University of Kentucky.
  4. Ying Luo. 2014. Efficient Anonymous Biometric Matching in Privacy-Aware Environments. Doctoral Dissertation, University of Kentucky.
  5. Wanxin Xu. 2013. Facial Expression Synthesization Using Geometrical Warping. MS Project, University of Kentucky.
  6. Po-Chang Su. 2013. A Robust RGB-D SLAM System for 3D Environment with Planar Surfaces. MS Thesis, University of Kentucky
  7. Jian Zhao. 2011. Camera Planning and Fusion in a Heterogeneous Camera Network. Doctoral Dissertation, University of Kentucky.
  8. Edwin Sathiyamoorthy. 2011. Global Change Reactive Background Subtraction. Master Thesis, University of Kentucky.
  9. Prashanth Rao Periketi. 2011. Gaze Estimation Using Sclera and Iris Extraction. Master Thesis, University of Kentucky.
  10. Anusha Raghunathan. 2011. Evaluation of Intelligibility and Speaker Similarity in Voice Transformation. Master Thesis, University of Kentucky.
  11. Vijay Venkatesh Mahalingam. 2010. Digital Inpainting Algorithms and Evaluation. Doctoral Dissertation, University of Kentucky.
  12. Viswajith Karapoondi Nott. 2009. Joint Visual and Wireless Tracking System. Master Thesis, University of Kentucky.
  13. Jayashri Rane. 2007. Privacy Protection of Life-log System. Master Thesis, University of Kentucky.
  14. Nan Hu. 2007. Secure Image Processing. Master Thesis, University of Kentucky.
  15. Sen-ching S. Cheung. 2002. Efficient Video Similarity and Search. Doctoral Dissertation, University of California, Berkeley.

Non-refereed contributions to International Standard Bodies

  1. Cheung, S.-C. and A. Zakhor. 1998. Matching Pursuit coding for fine granular video scalability. MPEG WG11 Meeting, October 12-16, 1998, Atlantic City, NJ. Document M3991.
  2. Cheung, S.-C. and A. Zakhor. 1998. Cost and benefit analysis for Matching Pursuits as a version 2 tool. MPEG WG11 Meeting, July 6-10, 1998, Dublin, Ireland. Document M3834.
  3. Miloslavsky, E., S.-C. Cheung, and A. Zakhor. 1998. Scalability using Matching Pursuits. MPEG WG11 Meeting, July 6-10, 1998, Dublin, Ireland. Document M3832.
  4. Cheung, S.-C., R. Neff, and A. Zakhor. 1998. Changes regarding Matching Pursuits in video VM V.11. MPEG WG11 Meeting, July 6-10, 1998, Dublin, Ireland. Document M3832.
  5. Cheung, S.-C. and A. Zakhor. 1998. Comments on m3247 “Subband dictionaries for low cost Matching Pursuits”. MPEG WG11 Meeting, March 16-20, 1998, Tokyo, Japan. Document M3507.
  6. Gupta, S. and S.-C. Cheung. 1997. Support of H.263+ on H.320.  ITU-T Study Group 16 Q11 Meeting, December 2-5, 1997, Eibsee, Germany. Document Q11c42.
  7. Johansen T., S.-C. Cheung, and S. Bhagat. 1997. Mandatory support of H.320 and H.Dispatch for H.324I terminals. ITU-T Study Group 16 Q11 Meeting, September 8-11, 1997, Sunriver, OR. Document Q11b56.
  8. Cheung, S.-C. 1997. Should we use SAC with Slice? ITU-T Study Group 16 Q15 Meeting, September 8-11, 1997, Sunriver, OR. Document Q15b60.
  9. Cheung, S.-C., M. Chen, and D. Klenke. 1997. Support of H.263+ on H.320. ITU-T Study Group 16 Q11 Meeting, June 24-27, 1997, Portland, OR. Document Q11a31.
  10. Cheung, S.-C., G. Campbell, S. Gupta, D. Klenke. 1996. Proposal on H.263+ support for flexible frame rate, frame sizes, and pixel aspect ratios. ITU-T Study Group 15 LBC Meeting, November 11-14, 1996, Atlanta, GA. Document LBC96302.
  11. Cheung, S.-C. 1996. Proposal on a new region proposal. ITU-T Study Group 15 LBC Meeting, July 15-18, 1996, Shepperton, U.K. Document LBC9621