University of Wisconsin - Madison
Department of Electrical and Computer Engineering

ECE/CS 738 Advanced Digital Image Processing

Books and Reference Papers

Spring 2007 Semester

Face Recognition

Books Reserved in Wendt Library

• S. Z. Li, Anil K. Jain, Stan Z. Li, Handbook Of Face Recognition, Springer-Verlag, (February 28, 2005) ISBN: 038740595X (Wendt library, TA1650 H36 2005)
• L. C. Jain, U. Halici, I. Hayashi, S. B. Lee, S. Tsutsui, Intelligent Biometric Techniques in Fingerprint and Face Recognition, CRC Press (June 29, 1999) ISBN: 0849320550 (TA1650 I53 1999 Wendt library)
• Shaogang Gong, Stephen J McKenna, and Alexandra Psarrou, Dynamic Vision: From Images to Face Recognition (Image Processing), World Scientific Publishing Company (September 1, 2000) ISBN: 1860941818 (Wendt Libarary, TA1650 G66 2000)

Special Issues

• Special Issue on Biometrics: Algorithms and Applications, Proceedings of the IEEE, Nov. 2006, Volume: 94, Issue: 11.
• IEEE Transactions on Circuits and Systems for Video Technology,Volume: 14,   Issue: 2,   Feb. 2004, Special issue on Image- and Video-Based Biometrics—Part II
• IEEE Transactions on Circuits and Systems for Video Technology,Volume: 14,   Issue: 1,   Jan. 2004, Special issue on Image- and Video-Based Biometrics
• IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume: 19, Issue: 7, Jul 1997, Special issue on Face and gesture recognition

Papers

• [Belhumeur97]   Belhumeur, P.N. Hespanha, J.P. Kriegman, D.J. "Eigenfaces vs. Fisherfaces: recognition using class specific linearprojection," IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume: 19, Issue: 7, Jul 1997 pp. 711-720.
• [vijaya06]   Vijaya Kumar, B. V. K.; Savvides, M.; Xie, C., "Correlation Pattern Recognition for Face Recognition," Proceedings of the IEEE, Volume 94, Issue 11, Nov. 2006, pp. 1963 - 1976.
• [sinha06] Sinha, P.; Balas, B.; Ostrovsky, Y.; Russell, R.; "Face Recognition by Humans: Nineteen Results All Computer Vision Researchers Should Know About", Proceedings of the IEEE, Volume 94, Issue 11, Nov. 2006, pp. 1948 - 1962.
• [chang06] Kyong I. Chang; Bowyer, K.W.; Flynn, P.J.; "Multiple Nose Region Matching for 3D Face Recognition under Varying Facial Expression", IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 28, Issue 10, Oct. 2006, pp. 1695 - 1700.
• [bronstein07]   Bronstein, A. M. Bronstein, M. M. Kimmel, R., "Expression-Invariant Representations of Faces", IEEE Transactions on Image Processing, Volume: 16 , Issue: 1, Jan. 2007, pp. 188 - 197.
• [Phillips05] Phillips, P.J.; Flynn, P.J.; Scruggs, T.; Bowyer, K.W.; Jin Chang; Hoffman, K.; Marques, J.; Jaesik Min; Worek, W.; "Overview of the face recognition grand challenge" Proc. Computer Vision and Pattern Recognition (CVPR 2005). IEEE Computer Society, Volume 1, 20-25 June 2005 Page(s):947 - 954.
• [Chellappa95] Chellappa, R.; Wilson, C.L.; Sirohey, S., "Human and machine recognition of faces: a survey," Proceedings of the IEEE , Volume: 83 Issue: 5 , May 1995, pp. 705 -741.
• [Zhao04] W. Y. Zhao, R. Chellappa, A. Rosenfeld, and P. J. Phillips. Face recognition: A literature survey. ACM Computing Surveys, Vol. 35, No. 4, December 2003, pp. 399–458, also see UMD CfAR Technical Report CAR-TR-948, 2000. http://citeseer.ist.psu.edu/article/zhao00face.html
• [Wiskot97]   Wiskott, L., J.-M. Fellous, N. Kruger, and C. v. d. Malsburg, "Face Recognition by Elastic Bunch Graph," IEEE Transactions on Pattern Analysis and Machine Learning, vol. 19, no. 7, July 1997, pp. 775-779.
• [Turk91]   M. Turk, A. Pentland. "Face Recognition Using Eignefaces", Proc. IEEE Conf. on Computer Vision and Pattern Recognition, pp. 586-591, 1991.
• [Terrillon00] Jean-Christophe Terrillon, Mahdad N. Shirazi, Mohamed Sadek, Hideo Fukamachi, Shigeru Akamatsu, "Invariant Face Detection with Support Vector Machines," Proc. Int'l Conf. Pattern Recognition (ICPR'00), vol. 4, Sept. 2000,  pp. 201-207.
• [Yang02] Ming-Hsuan Yang, David Kriegman, and Narendra Ahuja, "Detecting Faces in Images: A Survey", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 24, no. 1, pp. 34-58, 2002.
• [Wu02] Bo Wu; Haizhou Ai; Chang Huang; Shihong Lao, "Fast rotation invariant multi-view face detection based on real Adaboost," Proc. IEEE Int'l Conf. on Automatic Face and Gesture Recognition,  May 2004, Pages:79 - 84.
• [Viola01] Viola, P.; Jones, M, "Rapid object detection using a boosted cascade of simple features," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR'01), Volume: 1 , 8-14 Dec. 2001, pp. I-511 - I-518.
• [Vezhnevets03] Vezhnevets V., Sazonov V., Andreeva A., "A Survey on Pixel-Based Skin Color Detection Techniques". Proc. Graphicon-2003, pp. 85-92, Moscow, Russia, September 2003.
• [Cootes01]   Cootes, T.F.; Edwards, G.J.; Taylor, C.J., "Active appearance models," IEEE Trans. Pattern Analysis and Machine Intelligence, Volume: 23 , Issue: 6 , June 2001, pp. 681 - 685.
• [Jain04] Jain, A.K.; Ross, A.; Prabhakar, S., "An introduction to biometric recognition," IEEE Transactions on Circuits and Systems for Video Technology,Volume: 14,   Issue: 1,   Jan. 2004, pp. 4- 20
• [Rong04] Rong Xiao; Ming-Jing Li; Hong-Jiang Zhang, "Robust multipose face detection in images," IEEE Transactions on Circuits and Systems for Video Technology,Volume: 14,   Issue: 1,   Jan. 2004, pp. 31-41.
• [Tang04] Xiaoou Tang; Xiaogang Wang , "Face sketch recognition," IEEE Transactions on Circuits and Systems for Video Technology,Volume: 14,   Issue: 1,   Jan. 2004, pp. 50-57.

Multimedia Security and Water Marking

Books

• I. Cox, M. Miller, J. Bloom: Digital Watermarking, Morgan Kaufman Publishers, 2001. Wendt Library (QA76.9 A25 C686 2002, on reserve)
• Arnold, Michael, Techniques and applications of digital watermarking and content protection, Michael Arnold, Martin Schmucker, Stephen D. Wolthusen. Boston : Artech House, c2003. Wendt Library (QA76.9 A25 A76 2003, on reserve)
• [WuM01] M. Wu:  Multimedia Data Hiding, Ph.D. Dissertation, Princeton University, 2001.

Special Issues

• Proceedings of IEEE,   Special Issue on Information Hiding, vol. 87, no. 7, July 1999.
  • [Solanki06] Solanki, K. Madhow, U. Manjunath, B. S. Chandrasekaran, S. El-Khalil, I., "Print and Scan' Resilient Data Hiding in Images," IEEE Transactions on Information Forensics and Security, Volume: 1, Issue: 4, pp. 464-478, Dec. 2006.
  • [Petitcolas99] F.A.P. Petitcolas, R.J. Anderson, M.G. Kuhn: ``Information Hiding - A Survey'', Proc. of IEEE, vol. 87, no. 7, July, 1999, pp.1062-1078. 
  • [Hartung99] F. Hartung, M. Kutter: ``Multimedia Watermarking Techniques'', Proc. IEEE, vol. 87, no. 7,   July 1999, pp.1079-1107.
  • [Wolfgang99] Wolfgang, R.B.; Podilchuk, C.I. Delp, E.J., "Perceptual watermarks for digital images and video,"  Proc. IEEE, vol. 87, no. 7, pp. 1108-1126
  • [Cox99a] Cox, I.J.; Miller, M.L.; McKellips, A.L., "Watermarking as communications with side information,"  Proc. IEEE, vol. 87, no. 7,  July 1999, pp. 1127-1141
  • [Kundar99] Kundur, D.; Hatzinakos, D., "Digital watermarking for telltale tamper proofing and authentication, "  Proc. IEEE, vol. 87, no. 7,  July 1999, pp. 1167-1180
  • [Bloom99] Bloom, J.A.; Cox, I.J.; Kalker, T.; Linnartz, J.-P.M.G.; Miller, M.L.; Traw, C.B.S. "Copy protection for DVD video" Proc. IEEE, vol. 87, no. 7,  July 1999, pp. 1267-1276
• IEEE Transactions on Circuits and Systems for Video Technology,Volume: 13,   Issue: 8,   August. 2003, Special issue on authentication, copyright protection, and information hiding
   
• IEEE Transactions on Multimedia, Special sections on MPEG-21, volume 7, issue 3, June 2005
  • Pereira, F.; Smith, J.R.; Vetro, A.; "Introduction to the Special Section on MPEG-21," pp. 397-399.
  • Burnett, I.S.; Davis, S.J.; Drury, G.M. "MPEG-21 digital item declaration and Identification-principles and compression," pp. 400- 407.
  • [Wang05] Xin Wang; DeMartini, T.; Wragg, B.; Paramasivam, M.; Barlas, C. "The MPEG-21 rights expression language and rights data dictionary," pp. 408- 417
  • Vetro, A.; Timmerer, C. "Digital item adaptation: overview of standardization and research activities," pp. 418- 426
  • De Keukelaere, F.; Saar De Zutter; Van de Walle, R. "MPEG-21 digital item Processing," pp. 427- 434

Papers

• [Cox97] I. Cox, J. Kilian, T. Leighton, T. Shamoon: ``Secure Spread Spectrum Watermarking for Multimedia'', IEEE Transaction on Image Processing, vol.6, no.12, pp.1673-1687, 1997.
• [Chen01] B. Chen, G.W. Wornell: “Quantization Index Modulation: A Class of Provably Good Methods for Digital Watermarking and Information Embedding”, IEEE Trans. on Info. Theory, vol. 47, no. 4, pp. 1423-1443, May 2001.
• [Wu03a] Min Wu; Bede Liu, "Data hiding in image and video .I. Fundamental issues and solutions," IEEE Trans. Image Processing, Volume: 12 , Issue: 6 , June 2003 Pages:685 - 695.
• [Wu03b] Min Wu; Yu, H.; Bede Liu, "Data hiding in image and video .II. Designs and applications," IEEE Trans. Image Processing, Volume: 12 , Issue: 6 , June 2003 Pages:696 - 705
• [Podilchuk01] Podilchuk, C.I.; Delp, E.J., Digital watermarking: algorithms and applications, IEEE Signal Processing Magazine, Volume: 18 Issue: 4 , Jul 2001, pp. 33 -46.
• [Podilchuk98] Podilchuk, C. I., and W. Zeng, "Image adaptive watermarking using visual models," IEEE J. Selected areas in communications, vol. 16, no. 4, May 1998. PDF file
• [bormans03] Bormans, J.; Gelissen, J.; Perkis, A.; "MPEG-21: The 21st century multimedia framework" IEEE Signal Processing Magazine, Volume 20, Issue 2, March 2003 Page(s):53 - 62.

Multimedia Communication

Books Reserved in Wendt Library

• Y.Wang, J.Ostermann, Y-Q.Zhang: Digital Video Processing and Communications, Prentice-Hall, 2001.
• M-T. Sun and A.R. Riebman (ed.): Compressed Video over Networks, Signal Processing and Communications series,  Marcel Dekker, Inc., 2000.
• A. Puri and T. Chen (ed.): Multimedia Systems, Standards, and Networks, Signal Processing and Communications series,  Marcel Dekker, Inc., 2000.

Papers

• [Wu01] Dapeng Wu; Hou, Y.T.; Ya-Qin Zhang, Scalable video coding and transport over broadband wireless networks, Proceedings of the IEEE , Volume: 89, Issue: 1 , Jan 2001, pp. 6 -20.
• [Wiegand03] Wiegand, T.; Sullivan, G.J.; Bjntegaard, G.; Luthra, A., "Overview of the H.264/AVC video coding standard," IEEE Transactions on Circuits and Systems for Video Technology,Volume: 13,   Issue: 7,   July. 2003, pp.  560- 576
• [Li01] Weiping Li, "Overview of fine granularity scalability in MPEG-4 video standard," IEEE Transactions on Circuits and Systems for Video Technology, vol. 11, no. 3, March 2001, pp. 301-317.
• [Chang05]   Shih-Fu Chang, Vetro, A. "Video adaptation: concepts, technologies, and open issues," Proceedings of the IEEE, Volume: 93 , Issue: 1, Jan 2005, pp. 148 - 158.
• [Conklin01] Conklin, G.J.; Greenbaum, G.S.; Lillevold, K.O.; Lippman, A.F.; Reznik, Y.A., "Video coding for streaming media delivery on the Internet," IEEE Transactions on Circuits and Systems for Video Technology, vol. 11, no. 3, March 2001, pp. 269-281.
• [Majumda02] Majumda, A.; Sachs, D.G.; Kozintsev, I.V.; Ramchandran, K.; Yeung, M.M, Multicast and unicast real-time video streaming over wireless LANs, IEEE Transactions on Circuits and Systems for Video Technology, Volume: 12 Issue: 6 , June 2002, pp. 524 -534.
• [Hagenauer99] Hagenauer, J., and T. Stockhammer, channel coding and transmission aspects for wireless multimedia, Proceedings of the IEEE , Volume: 87 Issue: 10 , Oct 1999, pp. 1764 -1777.
• [Zhang04] Qian Zhang; Wenwu Zhu; Ya-Qin Zhang, "Channel-adaptive resource allocation for scalable video transmission over 3G wireless network," IEEE Trans. Circuits and Systems for Video Technology, vol. 14, no. 8, August 2004, pp. 1049- 1063.

   

Advanced Readings

• IEEE Transactions on Circuits and Systems for Video Technology, vol. 12, no. 6, June 2002, Special Issue on Wireless communication.
• IEEE Transactions on Circuits and Systems for Video Technology, vol. 11, no. 3, March 2001, Special issue on streaming video.
• IEEE Signal Processing Magazine, Volume: 17 Issue: 4 , Jul 2000, Special issue on Multimedia communications over networks.
• Proceedings of the IEEE , Volume: 87 Issue: 10 , Oct 1999, Special issue on video transmission for mobile multimedia applications
• IEEE Transactions on Circuits and Systems for Video Technology,Volume: 13,   Issue: 7,   July. 2003, Special issue on H.264/AVC video coding standard
• [He02] Zhihai He; Jianfei Cai; Chang Wen Chen, Joint source channel rate-distortion analysis for adaptive mode selection and rate control in wireless video coding, IEEE Transactions on Circuits and Systems for Video Technology, Volume: 12 Issue: 6 , Jun 2002, pp. 511 -523.
• [Ortego98] Ortego, A.; Ramchandran, K., "Rate-distortion methods for image and video compression," IEEE Signal Processing Magazine, Volume: 15,   Issue: 6,   Nov 1998, pp. 23-50.
• [Bourges04] Bourges-Sevenier, M.; Jang, E.S. "An introduction to the MPEG-4 animation framework eXtension, " IEEE Transactions on Circuits and Systems for Video Technology, Volume: 14 Issue: 7 , July  2004, pp. 928- 936
• [Moran04] Moran, F.; Garcia, N., "Comparison of wavelet-based three-dimensional model coding techniques," IEEE Transactions on Circuits and Systems for Video Technology, Volume: 14 Issue: 7 , July  2004, pp. 937- 949
• [Xu04] Haifeng Xu; Younis, A.A.; Kabuka, M.R., "Automatic moving object extraction for content-based applications," IEEE Transactions on Circuits and Systems for Video Technology, Volume: 14 Issue: 6 , June 2004, pp.  796- 812.
• [Li03] Li, S.-Y.R.; Yeung, R.W.; Ning Cai, "Linear network coding" IEEE Transactions on Information Theory, Volume 49, Issue 2, Feb. 2003 Page(s):371 - 381
• [Wu05] Wu, Y.; Chou, P.A.; Sun-Yuan Kung, "Minimum-energy multicast in mobile ad hoc networks using network coding" IEEE Transactions on Communications, Volume 53, Issue 11, Nov. 2005 Page(s):1906 - 1918
• [Ahlswede00] Ahlswede, R.; Ning Cai; Li, S.-Y.R.; Yeung, R.W., "Network information flow", IEEE Transactions on Information Theory, Volume 46, Issue 4, July 2000 Page(s):1204 - 1216

Multimedia Content Analysis

• [Mojsilovic00] Mojsilovic, A.; Kovacevic, J.; Jianying Hu; Safranek, R.J.; Ganapathy, S.K., "Matching and retrieval based on the vocabulary and grammar of color patterns," IEEE Transactions on Image Processing, vol. 9, no. 1, January 2000, pp. 38-54.

Advanced topics and additional readings

• Mark T. Maybury, Intelligent multimedia information retrieval, Cambridge, Mass. : MIT Press, c1997. Wendt Library (QA76.575 I5772 1997 Reserved, spring 2003)
• IEEE Transactions on Multimedia, Volume: 4,   Issue: 2,   Jun 2002, Special issue on multimedia database
• IEEE Transactions on Circuits and Systems for Video Technology,Volume: 11,   Issue: 6,   Jun 2001, Special issue on MPEG-7
• IEEE Transactions on Image Processing, vol. 9, no. 1, January 2000, Special Issue on image and video processing for digital libraries
• IEEE Transactions on Circuits and Systems for Video Technology,Volume: 14,   Issue: 5,   May 2004, Special issue on Audio and Video Analysis for Multimedia Interactive Services
• [Vasconcelos00] Vasconcelos, N.; Lippman, A., "Statistical models of video structure for content analysis and characterization," IEEE Transactions on Image Processing, vol. 9, no. 1, January 2000, pp. 3-19.
• [Manjunath01] Manjunath, B.S.; Ohm, J.-R.; Vasudevan, V.V.; Yamada, A., Color and texture descriptors, IEEE Transactions on Circuits and Systems for Video Technology,Volume: 11,   Issue: 6,   Jun 2001, pp. 703-715.
• [Cox 00] Cox, I.J.; Miller, M.L.; Minka, T.P.; Papathomas, T.V.; Yianilos, P.N., "The Bayesian image retrieval system, PicHunter: theory, implementation, and psychophysical experiments," IEEE Transactions on Image Processing, vol. 9, no. 1, January 2000, pp. 20-37.  
• [Benitez98] A. B. Benitez, M. Beigi, and S.-F. Chang, Using Relevance Feedback in Content-Based Image Metasearch, IEEE Internet Computing, Vol. 2, No. 4, pp. 59-69, July/August 1998.
• [Li04] Ying Li; Narayanan, S.; Kuo, C.C.J.,"Content-based movie analysis and indexing based on audiovisual cues," IEEE Trans. Circuits and Systems for Video Technology, vol. 14, no. 8, August 2004, pp. 1073- 1085
• [Leonardi04] Leonardi, R.; Migliorati, P.; Prandini, M.," Semantic indexing of soccer audio-visual sequences: a multimodal approach based on controlled Markov chains," IEEE Transactions on Circuits and Systems for Video Technology,Volume: 14,   Issue: 5,   May 2004, pp. 634- 643

Last update: January 20, 2005