Discrete Universal Denoiser (DUDE) and Extensions

• T. Weissman, E. Ordentlich, G. Seroussi, S. Verdú and M. Weinberger, "Universal Discrete Denoising: Known Channel," IEEE Transactions on Information Theory, vol. 51, no. 1, pp. 5-28, Jan. 2005.

• E. Ordentlich, G. Seroussi, S. Verdú and M. J. Weinberger, T. Weissman, "Reflections on the DUDE."

• S. Chen, S. Diggavi, S. Dusad and S. Muthukrishnan, "Efficient String Matching Algorithms for Combinatorial Universal Denoising," Proc. IEEE Data Compression Conf., pp. 153-162, Mar. 2005.

• A. Dembo and T. Weissman, "Universal Denoising for the Finite-Input General-Output Channel," IEEE Transactions on Information Theory, vol. 51, no. 4, pp. 1507-1517, Apr. 2005.

• G. Gemelos, S. Sigurjónsson, and T. Weissman, "Universal Minimax Binary Image Denoising Under Channel Uncertainty," Proc. IEEE Int. Conf. on Image Processing, vol. 2, pp. 997-1000, Oct. 2004.

• G. Gemelos, S. Sigurjónsson, and T. Weissman, "Algorithms for Discrete Denoising Under Channel Uncertainty," IEEE Transactions on Signal Processing, vol. 54, no. 6, pp. 2263-2276, Jun. 2006.

• G. Gemelos, S. Sigurjónsson, and T. Weissman, "Universal Minimax Discrete Denoising Under Channel Uncertainty," IEEE Transactions on Information Theory, vol. 52, no. 8, pp. 3476–3497, Aug. 2006.

• G. Gimel’farb, "Adaptive Context for a Discrete Universal Denoiser," Proc. Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR Int. Workshops, SSPR 2004 and SPR 2004, pp. 477–485, Aug. 2004.

• C. D. Giurcăneanu and B. Yu, "Efficient Algorithms for Discrete Universal Denoising for Channels with Memory," Proc. Int. Symp. on Information Theory, pp. 1275-1279, Sept. 2005.

• S. Jalali, S. Verdú, and T. Weissman, "A Universal Wyner-Ziv Scheme for Discrete Sources," to appear in Proc. Int. Symp. on Information Theory, Jun. 2007.

• G. Motta, E. Ordentlich, I. Ramírez, G. Seroussi, and M. J. Weinberger, "The DUDE Framework for Continuous Tone Image Denoising," Proc. IEEE Int. Conf. on Image Processing, vol. 3, pp. 345-348, Sept. 2005.

• E. Ordentlich, G. Seroussi, S. Verdú, K. Viswanathan, M. J. Weinberger, and T. Weissman, "Channel Decoding of Systematically Encoded Unknown Redundant Sources," Proc. IEEE Int. Symp. on Informatoin Theory, p. 165, Jun.-Jul. 2004.

• E. Ordentlich, G. Seroussi, S. Verdú, M. Weinberger and T. Weissman, "A Discrete Universal Denoiser and its Application to Binary Images," Proc. IEEE Int. Conf. on Image Processing, p. 117-120, vol. 1, Sept. 2003. 

• E. Ordentlich, M. J. Weinberger, and T. Weissman, "Multi-Directional Context Sets with Applications to Universal Denoising and Compression," Proc. Int. Symp. on Information Theory, pp. 1270-1274, Sept. 2005.

• E. Ordentlich, T. Weissman, M.J. Weinberger, A. Somekh-Baruch, and N. Merhav, "Discrete Universal Filtering Through Incremental Parsing," Proc. Data Compression Conference, pp. 352-361, Mar. 2004.

• K. Sivaramakrishnan and T. Weissman, "Universal Denoising of Discrete-time Continuous-Amplitude Signals," IEEE Int. Symp. on Information Theory, pp. 2531-2535, Jul. 2006.

• K. Sivaramakrishnan and T. Weissman, "Universal Denoising of Continuous Amplitude Signals with Applications to Images," Proc. IEEE Int. Conf. on Image Processing, pp. 2609–2612, Oct. 2006.

• K. Sivaramakrishnan and T. Weissman, "A Context Quantization Approach to Universal Denoising," to appear in Proc. Int. Symp. on Information Theory, Jun. 2007.

• S. Verdú and T. Weissman, "Erasure Entropy," Proc. of the 2006 IEEE Intl. Symp. on Information . Theory, pp. 98-102, Jul. 2006.

• K. Viswanathan and E. Ordentlich, "Lower Limits of Discrete Universal Denoising," Proc. IEEE Intl. Symp. on Information Theory, pp. 2363-2367, Jul. 2006.

• T. Weissman and E. Ordentlich, "The Empirical Distribution of Rate-Constrained Source Codes," IEEE Transactions on  Information Theory, vol. 51, no. 11, pp. 3718-3733, Nov. 2005.

• T. Weissman, E. Ordentlich, M. Weinberger, A. Somekh-Baruch, and N. Merhav, "Universal Filtering via Prediction," IEEE Transactions on Information Theory, vol. 53, no. 4, pp. 1253-1264, Apr. 2007.

• J. Yu and S. Verdú , "Universal Erasure Entropy Estimation," Proc. of the 2006 IEEE Intl. Symp. on Information Theory, pp. 2358-2362, Jul. 2006.

• J. Yu and S. Verdú , "Schemes for Bidirectional Modeling of Discrete Stationary Sources," IEEE Transactions on Information Theory, vol. 52, no. 11, pp. 4789–4807, Nov. 2006.

• R. Zhang and T. Weissman, "Discrete Denoising for Channels with Memory," Communications in Information and Systems, vol. 5, no. 2, pp. 257–288, 2005.