Selected Publications

Publications are sorted by research area as follows:

• Smart Grid Cyber Security
• Wireless Optical Sensor Networks
• Directional RF Sensor Networks
• Multimedia Sensor Networks
• Attacks on Sensor Networks
• Distributed Enciphering
• P2P Multimedia Systems
• Dynamical Systems
• Digital Forensics
• Digital Rights Management
• Media Encryption
• Media Tamper-Proofing
• Robust Media Fingerprinting
• Robust Media Watermarking
• Blind Image Restoration
• Data Fusion
• Engineering Education

A list of student theses advised is also available.

Please see:
Copyright Notice.

* The asterisk denotes author who is/was a student of D. Kundur

Smart Grid Cyber Security

Coming soon! Needs to be updated.

Wireless Optical Sensor Networks: Connectivity, Routing and Security

To be updated soon!

U. N. Okorafor* and D. Kundur, “On the Relevance of Node Isolation to the K-connectivity of Wireless Optical Sensor Networks,” IEEE Transactions on Mobile Computing, to appear 2009.
[PDF][BibTeX][DOI]

U. N. Okorafor* and D. Kundur, “A Secure Integrated Routing and Localization Scheme for Broadband Mission Critical Networks,” Proc. IEEE INFOCOM Workshop on Mission Critical Networks, Phoenix, Arizona, pp. 1-6, April 2008. Best paper award finalist.
[PDF][BibTeX][DOI]

U. N. Okorafor* and D. Kundur, “Security Aware Routing in Hierarchical Optical Sensor Networks,” in From Problem to Solution: Wireless Sensor Networks, Z. Jiang and Y. Pan, eds., Nova Science Publishers, Inc, 2008.
[PDF][BibTeX][Web]

U. N. Okorafor* and D. Kundur, “On Node Isolation in Directional Sensor Networks,” Proc. ACM Conference on Embedded Networked Sensor Systems (SenSys), Sydney, Australia, pp. 433-434, November 2007.
[PDF][BibTeX][DOI]

U. N. Okorafor* and D. Kundur, “On the Connectivity of Hierarchical Directional Optical Sensor Networks,” Proc. IEEE Wireless Communications & Networking Conference (WCNC), Hong Kong, pp. 11-15, March-April 2007.
[PDF][BibTeX][DOI]

U. N. Okorafor*, K. Marshall*, and D. Kundur, “Security and Energy Considerations for Routing in Hierarchical Optical Sensor Networks,” Proc. IEEE International Conference on Mobile Adhoc and Sensor Systems (MASS), Vancouver, Canada, pp. 888-893, October 2006.
[PDF][BibTeX][DOI]

U. N. Okorafor* and D. Kundur, “OPSENET: A Security Enabled Routing Scheme for a System of Optical Sensor Networks” Proc. International Conference on Broadband Communications, Networks, and Systems (BROADNETS), San Jose, California, pp. 1-10, October 2006.
[PDF][BibTeX][DOI]

U. N. Okorafor* and D. Kundur, “Efficient Routing Protocols for a Free Space Optical Network,” Proc. IEEE International Conference on Mobile Ad Hoc and Sensor Systems (MASS), Washington, DC, pp. 251-258, November 2005.
[PDF][BibTeX][DOI]

Directional RF Sensor Networks: Connectivity and Security

S. Shankar*, D. Kundur and A. Sprintson “Enhanced Availability in Randomly Deployed Wireless Sensor Networks via Hybrid Uni/Omni-Directional Antennas,” Proc. IEEE MILCOM, San Diego, California, November 2008.
[PDF][BibTeX][DOI]

S. Shankar* and D. Kundur, “Towards Improved Connectivity with Hybrid Uni/Omni-Directional Antennas in Wireless Sensor Networks,” Proc. IEEE INFOCOM Workshops, Phoenix, Arizona, pp. 1-4, April 2008.
[PDF][BibTeX][DOI]

Multimedia Sensor Networks: Security and Privacy-Enhanced Architectures and Algorithms

A. Czarlinska* and D. Kundur, “Wireless Image Sensor Networks: Event Acquisition in Attack-Prone and Uncertain Environments,” Multidimensional Systems and Signal Processing, vol. 20, no. 2, pp. 135-164, June 2009. doi:10.1007/s11045-008-0071-2
[PDF][BibTeX][DOI]

A. Czarlinska*, W. Luh* and D. Kundur, “On Privacy and Security in Distributed Visual Sensor Networks,” Proc. IEEE International Conference on Image Processing (ICIP), San Diego, California, pp. 1692-1695, October 2008 (invited paper).
[PDF][BibTeX][DOI]

A. Czarlinska* and D. Kundur, “Reliable Event-Detection in Wireless Visual Sensor Networks through Scalar Collaboration and Game Theoretic Consideration,” IEEE Transactions on Multimedia Special Issue on Multimedia Applications in Mobile/Wireless Context, vol. 10, no. 5, pp. 675-690, August 2008.
[PDF][BibTeX][DOI]

A. Czarlinska*, W. Luh* and D. Kundur, “G-E-M Sensor Networks for Mission Critical Surveillance in Hostile Environments,” Proc. IEEE INFOCOM Workshop on Mission Critical Networks, Phoenix, Arizona, pp. 1-6, April 2008.
[PDF][BibTeX][DOI]

A. Czarlinska* and D. Kundur, “Coordination and Selfishness in Attacks on Visual Sensor Networks,” Proc. IEEE Wireless Communications & Networking Conference (WCNC), Las Vegas, Nevada, pp. 2391-2396, March-April 2008.
[PDF][BibTeX][DOI]

D. Kundur, W. Luh*, U. N. Okorafor* and T. Zourntos, “Security and Privacy for Distributed Multimedia Sensor Networks,” Proceedings of the IEEE Special Issue on Distributed Multimedia, vol. 96, no. 1, pp. 112-130, January 2008.
[PDF][BibTeX][DOI]

A. Czarlinska* and D. Kundur, “Event-Driven Visual Sensor Networks: Issues in Reliability,” Proc. IEEE Workshop on Applications of Computer Vision (WACV), Copper Mountain Resort, Colorado, pp. 1-6, January 2008.
[PDF][BibTeX][DOI]

A. Czarlinska* and D. Kundur, “Reliable Scalar-Visual Event-Detection in Wireless Visual Sensor Networks,” Proc. IEEE Consumer Communications & Networking Conference (CCNC) Special Session on Image/Video Processing & Wireless Sensor Networks, Las Vegas, Nevada, pp. 660-664, January 2008.
[PDF][BibTeX][DOI]

A. Czarlinska* and D. Kundur, “Attack vs. Failure Detection in Event-Driven Wireless Visual Sensor Networks,” Proc. ACM Multimedia and Security Workshop, Dallas, Texas, pp. 215-220, September 2007.
[PDF][BibTeX][DOI]

W. Luh* and D. Kundur, “Distributed Keyless Security for Correlated Data with Applications in Visual Sensor Networks,” Proc. ACM Multimedia and Security Workshop, Dallas, Texas, pp. 75-86, September 2007.
[PDF][BibTeX][DOI]

W. Luh*, D. Kundur and T. Zourntos, “A Novel Distributed Privacy Paradigm for Visual Sensor Networks Based on Sharing Dynamical Systems,” EURASIP Journal on Advances in Signal Processing Special Issue on Visual Sensor Networks, vol. 2007, Article ID 21646, 17 pages. doi:10.1155/2007/21646
[PDF][BibTeX][DOI]

D. Kundur, W. Luh* and U. N. Okorafor*, “HoLiSTiC: Heterogeneous Lightweight Sensornets for Trusted Visual Computing,” Proc. IEEE Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), Pasadena, California, pp. 267-270, December 2006 (invited paper).
[PDF][BibTeX][DOI]

W. Luh* and D. Kundur, “Distributed Privacy for Visual Sensor Networks via Markov Shares, ” Proc. 2nd IEEE Workshop on Dependability and Security in Sensor Networks and Systems (DSSNS), Columbia, Maryland, pp. 23-34, April 2006.
[PDF][BibTeX][DOI]

D. Kundur and W. Luh*, “Multimedia Sensor Networks,” in Encyclopedia of Multimedia, B. Furht, ed., Springer, 2005.
[PDF][BibTeX][Web]

D. Kundur, T. Zourntos and N. Mathai*, “Lightweight Security Principles for Wireless Multimedia-Based Sensor Networks,” Proc. Annual Asilomar Conference on Signals, Systems and Computers, Pacific Grove, California, pp. 368-372, November 2004 (invited paper).
[PDF][BibTeX][DOI]

Attacks on Sensor Networks: Distributed Denial of Service on Sensing

A. Czarlinska*, W. Luh*, and D. Kundur, “Attacks on Sensing in Hostile Sensor-Actuator Environments,” Proc. IEEE Globecom, Washington D.C., pp. 1001-1005, November 2007.
[PDF][BibTeX][DOI]

A. Czarlinska* and D. Kundur, “Towards Characterizing the Effectiveness of Random Mobility Against Actuation Attacks,” Journal of Computer Communications Special Issue on Sensor and Actuator Networks, vol. 30, no.13, pp. 2546-2558, September 2007. doi:10.1016/j.comcom.2007.05.030
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A. Czarlinska* and D. Kundur, “Distributed Actuation Attacks in Wireless Sensor Networks: Implications and Countermeasures,” Proc. 2nd IEEE Workshop on Dependability and Security in Sensor Networks and Systems (DSSNS), Columbia, Maryland, pp. 3-12, April 2006.
[PDF][BibTeX][DOI]

Please note: for further papers on actuation attacks in the context of multimedia sensor systems, please see papers related to Mulitmedia Sensor Networks and Security.

Distributed Enciphering: Performance Bounds and Algorithms

W. Luh* and D. Kundur, “Distributed Secret Sharing for Discrete Memoryless Networks,” IEEE Transactions on Information Forensics and Security, vol. 3, no. 3, pp. 424-430, September 2008.
[PDF][BibTeX][DOI]

W. Luh* and D. Kundur, “Secure Distributed Source Coding with Side-Information,” IEEE Communication Letters, vol. 12, no. 4, pp. 310-312, April 2008.
[PDF][BibTeX][DOI]

D. Kundur, W. Luh*, U. N. Okorafor* and T. Zourntos, “Security and Privacy for Distributed Multimedia Sensor Networks,” Proceedings of the IEEE Special Issue on Distributed Multimedia, vol. 96, no. 1, pp. 112-130, January 2008.
[PDF][BibTeX][DOI]

W. Luh* and D. Kundur, “Distributed Keyless Secret Sharing over Noiseless Channels,” Proc. IEEE Globecom, Washington D.C., pp. 44-48, November 2007.
[PDF][BibTeX][DOI]

W. Luh* and D. Kundur, “Separate Enciphering of Correlated Messages for Confidentiality in Distributed Networks,” Proc. IEEE Globecom, Washington D.C., pp. 1637-1641, November 2007.
[PDF][BibTeX][DOI]

W. Luh* and D. Kundur, “Distributed Keyless Security for Correlated Data with Applications in Visual Sensor Networks,” Proc. ACM Multimedia and Security Workshop, Dallas, Texas, pp. 75-86, September 2007.
[PDF][BibTeX][DOI]

W. Luh*, D. Kundur and T. Zourntos, “A Novel Distributed Privacy Paradigm for Visual Sensor Networks Based on Sharing Dynamical Systems,” EURASIP Journal on Advances in Signal Processing Special Issue on Visual Sensor Networks, vol. 2007, Article ID 21646, 17 pages. doi:10.1155/2007/21646
[PDF][BibTeX][DOI]

W. Luh* and D. Kundur, “Distributed Privacy for Visual Sensor Networks via Markov Shares, ” Proc. 2nd IEEE Workshop on Dependability and Security in Sensor Networks and Systems (DSSNS), Columbia, Maryland, pp. 23-34, April 2006.
[PDF][BibTeX][DOI]

P2P Multimedia Systems: Content Search, Accesss and Distribution

D. Kundur, Z. Liu, M. Merabti and H. Yu, “Advances in Peer-to-Peer Content Search,” Proc. International Conference on Multimedia and Expo (ICME), Beijing, China, pp. 404-407, July 2007.
[PDF][BibTeX][DOI]

Z. Liu, H. H. Yu, D. Kundur and M. Merabti, “On Peer-to-Peer Multimedia Content Access and Distribution,” Proc. IEEE International Conference on Mulitmedia and Expo (ICME), Toronto, Canada, pp. 557-560, July 2006.
[PDF][BibTeX][DOI]

Dynamical Systems: Applications to Lightweight Computing

N. J. Mathai*, T. Zourntos and D. Kundur, "Vector Field Driven Design for Lightweight Signal Processing and Control Schemes for Autonomous Robotic Navigation," EURASIP Journal on Advances in Signal Processing Special Issue on Signal Processing Advances in Robots and Autonomy, vol. 2009, Article ID 984752, 9 pages, 2009.
[PDF][BibTeX][DOI]

N. J. Mathai*, T. Zourntos and D. Kundur, "Vector Field Design of Screw-Type Chaos," Fluctuations and Noise Letters, vol. 8, no. 3-4, pp. L369-L379, 2008.
[PDF][BibTeX][DOI]

T. Zourntos, N. J. Mathai*, S. Magierowski and D. Kundur, “A Bio-inspired Analog Scheme for Navigational Control of Lightweight Autonomous Agents,” Proc. IEEE International Conference on Robotics and Automation (ICRA), Pasadena, California, pp. 1132-1137, May 2008.
[PDF][BibTeX][DOI]

W. Luh*, D. Kundur and T. Zourntos, “A Novel Distributed Privacy Paradigm for Visual Sensor Networks Based on Sharing Dynamical Systems,” EURASIP Journal on Advances in Signal Processing Special Issue on Visual Sensor Networks, vol. 2007, Article ID 21646, 17 pages. doi:10.1155/2007/21646
[PDF][BibTeX][DOI]

Digital Forensics: Steganography, Steganalysis and Covert Communications

J. S. Jainsky*, D. Kundur and D. R. Halverson, “Towards Digital Video Steganalysis using Asymptotic Memoryless Detection,” Proc. ACM Multimedia and Security Workshop, Dallas, Texas, pp. 161-168, September 2007.
[PDF][BibTeX][DOI]

U. Budhia*, D. Kundur and T. Zourntos, “Digital Video Steganalysis Exploiting Statistical Visibility in the Temporal Domain,” IEEE Transactions on Information Forensics and Security, vol. 1, no. 3, pp. 502-516, December 2006.
[PDF][BibTeX][DOI]

U. Budhia* and D. Kundur, “Digital Video Steganalysis Exploiting Collusion Sensitivity,” Sensors, Command, Control, Communications, and Intelligence (C3I) Technologies for Homeland Security and Homeland Defense, Edward M. Carapezza, ed., Proc. SPIE (vol. 5403), pp. 210-221, Orlando, Florida, April 2004.
[PDF][BibTeX][DOI]

D. Kundur, Y. Zhao* and P. Campisi, “A Steganographic Framework for Dual Authentication and Compression of High Resolution Imagery,” Proc. IEEE International Symposium on Circuits and Systems (ISCAS), Vancouver, British Columbia, vol. 2, pp. 1-4, May 2004.
[PDF][BibTeX][DOI]

D. Kundur and K. Ahsan*, “Practical Internet Steganography: Data Hiding in IP,” Proc. Texas Workshop on Security of Information Systems, College Station, Texas, 5 pages, April 2003.
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K. Ahsan* and D. Kundur, “Practical Data Hiding in TCP/IP,” Proc. Workshop on Multimedia Security at ACM Multimedia '02, French Riviera, 7 pages, December 2002.
[PDF][BibTeX][DOI]

P. Campisi, D. Kundur, D. Hatzinakos and A. Neri, “Compressive Data Hiding: An Unconventional Approach for Improved Color Image Coding,” EURASIP Journal on Applied Signal Processing Special Issue on Emerging Applications of Data Hiding, vol. 2002, no. 2, pp. 152-163, 2002. doi:10.1155/S1110865702000550
[PDF][BibTeX][DOI]

P. Campisi, D. Kundur, D. Hatzinakos and A. Neri, “Hiding Based Compression for Improved Color Image Coding,” Security and Watermarking of Multimedia Contents IV, E. J. Delp III and P. W. Wong, eds., Proc. SPIE (vol. 4675), pp. 230-239, San Jose, California, January 2002.
[PDF][BibTeX][DOI]

Digital Rights Management: Enabling Technologies and Perspectives

W. Luh* and D. Kundur, “New Paradigms for Effective Multicasting and Fingerprinting of Entertainment Media,” IEEE Communications Magazine, vol. 43, no. 6, pp. 77-84, June 2005.
[PDF][BibTeX][DOI]

D. Kundur, C.-Y. Lin, B. Macq, and H.-H. Yu “Enabling Security Technologies for Digital Rights Management,” Proceedings of the IEEE Special Issue on Enabling Security Technologies for Digital Rights Management, vol. 92, no. 6, pp. 879-882, June 2004.
[PDF][BibTeX][DOI]

D. Kundur and K. Karthik*, “Video Fingerprinting and Encryption Principles for Digital Rights Management,” Proceedings of the IEEE Special Issue on Enabling Security Technologies for Digital Rights Management, vol. 92, no. 6, pp. 918-932, June 2004.
[PDF][BibTeX][DOI]

R. Akalu and D. Kundur, "Technological Protection Measures in the Courts: Law, Engineering, and DRM Lessons Learned from the Failure of the Content Scrambling System," IEEE Signal Processing Magazine, vol. 21, no. 2, pp. 109-117, March 2004.
[PDF][BibTeX][DOI]

D. Kundur, H. H. Yu and C.-Y. Lin, “Security and Digital Rights Management for Mobile Content,” in Content Delivery in the Mobile Internet, T. Wu and S. Dixit, eds. John Wiley & Sons, pp. 371-407, 2004.
[PDF][BibTeX][DOI]

H. H. Yu, D. Kundur and C.-Y. Lin, “Spies, Thieves, and Lies: The Battle for Multimedia in the Digital Era,” IEEE Multimedia, vol. 8, no. 3, pp. 8-12, Jul.-Sep. 2001.
[PDF][BibTeX][DOI]

Media Encryption: Selective Scrambling for Multicasting

D. Kundur and K. Karthik*, “Video Fingerprinting and Encryption Principles for Digital Rights Management,” Proceedings of the IEEE Special Issue on Enabling Security Technologies for Digital Rights Management, vol. 92, no. 6, pp. 918-932, June 2004.
[PDF][BibTeX][DOI]

K. Karthik*, D. Kundur and D. Hatzinakos, “Joint Fingerprinting and Decryption for Multimedia Content Tracing in Wireless Networks,” Sensors, Command, Control, Communications, and Intelligence (C3I) Technologies for Homeland Security and Homeland Defense, Edward M. Carapezza, ed., Proc. SPIE (vol. 5403), pp. 360-370, Orlando, Florida, April 2004.
[PDF][BibTeX][DOI]

Media Tamper-Proofing: Authentication and Tamper Assessment

C. Fei*, D. Kundur and R. Kwong, “Analysis and Design of Secure Watermark-Based Authentication Systems,” IEEE Transactions on Information Forensics and Security, vol. 1, no. 1, pp. 43-55, March 2006.
[PDF][BibTeX][DOI]

C. Fei*, D. Kundur and R. Kwong, “A Hypothesis Testing Approach for Achieving Semi-fragility in Multimedia Authentication,” Security and Watermarking of Multimedia Contents VIII, E. J. Delp III and P. W. Wong, eds., Proc. SPIE (vol. 6072), San Jose, California, 12 pages, January 2006.
[PDF][BibTeX][DOI]

C. Fei*, D. Kundur and R. Kwong, “Achieving Computational and Unconditional Security in Authentication Watermarking: Analysis, Insights, and Algorithms,” Security and Watermarking of Multimedia Contents VII, E. J. Delp III and P. W. Wong, eds., Proc. SPIE (vol. 5681), San Jose, California, pp. 697-708, January 2005.
[PDF][BibTeX][DOI]

D. Kundur, Y. Zhao* and P. Campisi, “A Steganographic Framework for Dual Authentication and Compression of High Resolution Imagery,” Proc. IEEE International Symposium on Circuits and Systems (ISCAS), Vancouver, British Columbia, vol. 2, pp. 1-4, May 2004.
[PDF][BibTeX][DOI]

Y. Zhao*, P. Campisi, and D. Kundur, “Dual Domain Watermarking for Authentication and Compression of Cultural Heritage Images,” IEEE Transactions on Image Processing, vol. 13, no. 3, pp. 430-448, March 2004.
[PDF][BibTeX][DOI]

C. Fei*, D. Kundur and R. Kwong, “Analysis and Design of Authentication Watermarking,” Security and Watermarking of Multimedia Contents VI, E. J. Delp III and P. W. Wong, eds., Proc. SPIE (vol. 5306), San Jose, California, pp. 760-771, January 2004.
[PDF][BibTeX][DOI]

D. Kundur and D. Hatzinakos, “Digital Watermarking for Telltale Tamper-Proofing and Authentication,” Proceedings of the IEEE Special Issue on Identification and Protection of Multimedia Information, vol. 87, no. 7, pp. 1167-1180, July 1999.
[PDF][BibTeX][DOI]

D. Kundur and D. Hatzinakos, “Towards a Telltale Watermarking Technique for Tamper-Proofing,” Proc. IEEE International Conference on Image Processing (ICIP), Chicago, Illinois, vol. 2, pp. 409-13, October 1998.
[PDF][BibTeX][DOI]

Robust Media Fingerprinting: Content-Based Algorithms for Multicast Tracing

W. Luh* and D. Kundur, “New Paradigms for Effective Multicasting and Fingerprinting of Entertainment Media,” IEEE Communications Magazine, vol. 43, no. 6, pp. 77-84, June 2005.
[PDF][BibTeX][DOI]

W. Luh* and D. Kundur, “Multimedia Fingerprinting,” in Encyclopedia of Multimedia, B. Furht, ed., Springer, 2005.
[PDF][BibTeX][Web]

W. Luh* and D. Kundur, “Digital Media Fingerprinting: Techniques and Trends,” in Multimedia Security Handbook, B. Furht and D. Kirovski, eds. CRC Press, pp. 577-603, 2004.
[PDF][BibTeX][Web]

D. Kundur and K. Karthik*, “Video Fingerprinting and Encryption Principles for Digital Rights Management,” Proceedings of the IEEE Special Issue on Enabling Security Technologies for Digital Rights Management, vol. 92, no. 6, pp. 918-932, June 2004.
[PDF][BibTeX][DOI]

Robust Media Watermarking: Multiresolution and Content-Based Approaches

K. Su*, D. Kundur and D. Hatzinakos, “Statistical Invisibility in Collusion-resistant Digital Video Watermarking,” IEEE Transactions on Multimedia, vol. 7, no. 1, pp 43-51, February 2005.
[PDF][BibTeX][DOI]

K. Su*, D. Kundur and D. Hatzinakos, “Spatially Localized Image-dependent Watermarking for Statistical Invisibility and Collusion Resistance,” IEEE Transactions on Multimedia, vol. 7, no. 1, pp 52-66, February 2005.
[PDF][BibTeX][DOI]

D. Kundur, K. Su* and D. Hatzinakos, “Digital Video Watermarking: Techniques, Technology and Trends,” in Intelligent Watermarking Techniques, Chapter 10, P. J.-S. Pan, H.-C. Huang and L. Jain, eds., World Scientific Publishing Company, pp. 265-314, 2004.
[PDF][BibTeX][Web]

P. Campisi, D. Kundur and A. Neri, “Robust Digital Watermarking in the Ridgelet Domain,” IEEE Signal Processing Letters, vol. 11, no. 10, pp. 826-830, October 2004.
[PDF][BibTeX][DOI]

K. Karthik*, D. Kundur and D. Hatzinakos, “Joint Fingerprinting and Decryption for Multimedia Content Tracing in Wireless Networks,” Sensors, Command, Control, Communications, and Intelligence (C3I) Technologies for Homeland Security and Homeland Defense, Edward M. Carapezza, ed., Proc. SPIE (vol. 5403), pp. 360-370, Orlando, Florida, April 2004.
[PDF][BibTeX][DOI]

D. Kundur and D. Hatzinakos, “Toward Robust Logo Watermarking using Multiresolution Image Fusion Principles,” IEEE Transactions on Multimedia, vol. 6, no. 2, pp. 185-198, February 2004.
[PDF][BibTeX][DOI]

C. Fei*, D. Kundur and R. Kwong, "Analysis and Design of Watermarking Algorithms for Improved Resistance to Compression," IEEE Transactions on Image Processing, vol. 13, no. 2, pp. 126-144, February 2004.
[PDF][BibTeX][DOI]

N. Mathai*, A. Sheikholeslami and D. Kundur, “VLSI Implementation of a Real-Time Video Watermark Embedder and Detector” Proc. IEEE International Symposium on Circuits and Systems (ISCAS), Bangkok, Thailand, vol 2, pp. 772-775, May 2003.
[PDF][BibTeX][DOI]

N. Mathai*, D. Kundur and A. Sheikholeslami, “Hardware Implementation Perspectives of Digital Video Watermarking Algorithms,” IEEE Transactions on Signal Processing, vol. 51, no. 4, pp. 925- 938, April 2003.
[PDF][BibTeX][DOI]

K. Su*, D. Kundur and D. Hatzinakos, “A Novel Approach to Collusion Resistant Video Watermarking,” Security and Watermarking of Multimedia Contents IV, E. J. Delp III and P. W. Wong, eds., Proc. SPIE (vol. 4675), pp. 491-502, San Jose, California, January 2002.
[PDF][BibTeX][DOI]

D. Kundur, “Watermarking with Diversity: Insights and Implications,” IEEE Multimedia, vol. 8, no. 4, pp. 46-52, Oct.-Dec. 2001.
[PDF][BibTeX][DOI]

K. Su*, D. Kundur and D. Hatzinakos, “A Content-Dependent Spatially Localized Video Watermarked for Resistance to Collusion and Interpolation Attacks,” Proc. IEEE International Conference on Image Processing (ICIP), Thessaloniki, Greece, vol. 1, pp. 818-821, October 2001.
[PDF][BibTeX][DOI]

D. Kundur and D. Hatzinakos, “Diversity and Attack Characterization for Improved Robust Watermarking,” IEEE Transactions on Signal Processing, vol. 49, no. 10, pp. 2383-2396, October 2001.
[PDF][BibTeX][DOI]

A. Sequeira*and D. Kundur, “Communication and Information Theory in Watermarking: A Survey,” Multimedia Systems and Applications IV, A. G. Tescher, B. Vasudev, and V. M. Bove, eds., Proc. SPIE (vol. 4518), pp. 216-227, Denver, Colorado, August 2001 (invited paper).
[PDF][BibTeX][DOI]

C. Fei*, D. Kundur and R. H. Kwong, “Transform-Based Hybrid Data Hiding for Improved Robustness in the Presence of Perceptual Coding,” Mathematics of Data/Image Coding, Compression and Encryption IV, with Applications, M. S. Schmalz, ed., Proc. SPIE (vol. 4475), pp. 203-212, San Diego, California, July 2001.
[PDF][BibTeX][DOI]

C. Fei*, D. Kundur and R. H. Kwong, “The Choice of Watermark Domain in the Presence of Compression,” Proc. IEEE International Conference on Information Technology: Coding and Computing (ITCC), Las Vegas, Nevada, pp. 79-84, April 2001.
[PDF][BibTeX][DOI]

D. Kundur, “Energy Allocation for High-Capacity Watermarking in the Presence of Compression,” Proc. IEEE International Conference on Image Processing (ICIP), Vancouver, Canada, vol. 1, pp. 423-426, September 2000.
[PDF][BibTeX][DOI]

D. Kundur, “Water-filling for Watermarking?,” Proc. IEEE International Conference on Multimedia and Expo (ICME), New York City, New York, pp. 1287-1290, August 2000.
[PDF][BibTeX][DOI]

D. Kundur, “Implications for High Capacity Data Hiding in the Presence of Lossy Compression,” Proc. IEEE International Conference on Information Technology: Coding and Computing (ITCC), Las Vegas, Nevada, pp. 16-21, March 2000.
[PDF][BibTeX][DOI]

D. Kundur, “Improved Digital Watermarking through Diversity and Attack Characterization,” Proc. Workshop on Multimedia Security at ACM Multimedia ‘99, Orlando, Florida, pp. 53-58, October 1999 (invited paper).
[PDF][BibTeX][DOI]

D. Kundur and D. Hatzinakos, “Attack Characterization for Effective Watermarking,” Proc. IEEE International Conference on Image Processing (ICIP), Kobe, Japan, vol.4, pp. 240-244, October 1999.
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D. Kundur and D. Hatzinakos, “Mismatching Perceptual Models for Effective Watermarking in the Presence of Compression,” Multimedia Systems and Applications II, A. G. Tescher, ed., Proc. SPIE (vol. 3845), pp. 29-42, Boston, Massachusettes, September, 1999 (invited paper).
[PDF][BibTeX][DOI]

D. Kundur and D. Hatzinakos, “Improved Robust Watermarking through Attack Characterization,” Optics Express Special Issue on Digital Watermarking, vol. 3, no. 12, pp. 485-490, December 7, 1998 (invited paper).
[PDF][BibTeX][DOI]

D. Kundur and D. Hatzinakos, “Digital Watermarking using Multiresolution Wavelet Decomposition,” Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seattle, Washington, vol. 5, pp. 2969-2972, May 1998.
[PDF][BibTeX][DOI]

D. Kundur and D. Hatzinakos, “A Robust Digital Image Watermarking Method using Wavelet-Based Fusion,” Proc. IEEE International Conference on Image Processing (ICIP), Santa Barbara, California, vol. 1, pp. 544-547, October 1997.
[PDF][BibTeX][DOI]

Blind Image Restoration: Nonnegativity and Support Constraints Recursive Inverse Filtering

D. Kundur and D. Hatzinakos, “On the use of Lyapunov Criteria to Analyze the Convergence of Blind Deconvolution Algorithms,” IEEE Transactions on Signal Processing, vol. 46, no. 10, pp. 2918-2925, November 1998.
[PDF][BibTeX][DOI]

D. Kundur and D. Hatzinakos, “Semi-Blind Image Restoration Based on Telltale Watermarking,” Proc. Asilomar Conference on Signals, Systems and, Computers, Pacific Grove, California, vol. 2, pp. 933-937, November 1998 (invited paper).
[PDF][BibTeX][DOI]

D. Kundur and D. Hatzinakos, “A Novel Blind Deconvolution Scheme for Image Restoration using Recursive Filtering ,” IEEE Transactions on Signal Processing, vol. 46, no. 2, pp. 375-390, February 1998.
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D. Kundur and D. Hatzinakos, “Blind Image Deconvolution Revisited,” IEEE Signal Processing Magazine, vol. 13, no. 6, pp. 61-63, November 1996.
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D. Kundur and D. Hatzinakos, “Blind Image Deconvolution,” IEEE Signal Processing Magazine, vol. 13, no. 3, pp. 43-64, May 1996.
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D. Kundur and D. Hatzinakos, “On the Global Asymptotic Stability of the NAS-RIF Algorithm for Blind Image Restoration,” Proc. IEEE International Conference on Image Processing (ICIP), Lausanne, Switzerland, vol. 3, pp. 73-76 September 1996.
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D. Kundur and D. Hatzinakos, “Blind Image Restoration via Recursive Filtering using Deterministic Constraints,” Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Atlanta, Georgia, vol. 4, pp. 2283-2286, May 1996.
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D. Kundur and D. Hatzinakos, “A Novel Recursive Filtering Method for Blind Image Restoration,“ Proc. IASTED International Conference on Signal and Image Processing, Las Vegas, Nevada, pp. 428-431, November 1995.
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Data Fusion: Robust Image Classification and Biological System Identification

D. Kundur, D. Hatzinakos and H. Leung, “Robust Classification of Blurred Imagery,” IEEE Transactions on Image Processing, vol. 9, no. 2, pp. 243-255, February 2000.
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D. Kundur, D. Hatzinakos and H. Leung, “A Novel Approach to Robust Blind Classification of Remote Sensing Imagery,” Proc. IEEE International Conference on Image Processing (ICIP), Santa Barbara, California, vol. 3, pp. 130-133, October 1997.
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D. Kundur, D. Hatzinakos and H. Leung, “A Novel Approach to Multispectral Blind Image Fusion,” Sensor Fusion: Architectures, Algorithms and Applications, B. V. Dasarathy, ed., Proc. SPIE (vol. 3067), pp. 83-93, April 1997.
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B. L. Bardakjian, D. Kundur and N. Wright, “Wiener Kernel Characterization of the Electrical Properties of Nerve Axons,” Proc. IEEE Engineering in Medicine and Biology 15th Annual Conference, San Diego, California, vol. 1, pp. 511-512, October 1993.
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Engineering Education

D. Kundur, “Keeping their Spirit Alive,” University of Toronto Bulletin, Guest Editorial, p. 7, Monday, December 17, 2001.
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