Handouts for EE381K Multidimensional Digital Signal Processing

Course Information

• Description (PDF)
• Learning Resource Center (PDF)
• Instructional Staff and Resources (PDF)
• Matlab (PDF)
• Mathematica (PDF)

Communication Systems

• A. K. Van Acker, G. Leus, M. Moonen, O. van de Wiel, and T. Pollet, "Per Tone Equalization for DMT-Based Systems", IEEE Transactions on Communications, vol. 49, no. 1, Jan. 2001, pp. 109-119.
• B. N. Al-Dhahir, "FIR channel-shortening equalizers for MIMO ISI channels", IEEE Trans. on Communications, vol. 49, no. 2, Feb. 2001, pp. 213-218.
• C. G. Ginis and J. M. Cioffi, "Vectored Transmission for Digital Subscriber Line Systems", IEEE Journal on Selected Areas of Communications, vol. 20, no. 5, June 2002, pp. 1085-1104.
• D. G. D. Forney, Jr. and L.-F. Wei, "Multidimensional constellations. I. Introduction, figures of merit, and generalized cross constellations", IEEE Journal on Selected Areas in Communications, vol. 7, no. 6, Aug. 1989, pp. 877-892.
• E. R. K. Martin, K. Vanbleu, M. Ding, G. Ysebaert, M. Milosevic, B. L. Evans, M. Moonen, and C. R. Johnson, Jr., "Unification and Evaluation of Equalization Structures and Design Algorithms for Discrete Multitone Modulation Systems", IEEE Transactions on Signal Processing, accepted for publication.

Filter Design and Analysis Papers

• F. L. J. Karam and J. H. McClellan, "Complex Chebyshev approximation for FIR filter design", IEEE Transactions on Circuits and Systems II-Analog and Digital Signal Processing, vol. 42, no. 3, pp. 207-216, March 1995.
• G. A. E. Cetin, O. N. Gerek, and Y. Yardimci, "Equiripple FIR Filter Design by the FFT Algorithm", IEEE Signal Processing Magazine, vol. 14, no. 2, pp. 60-64, March 1997.
• H. L. J. Karam, "Two-dimensional FIR filter design by transformation", IEEE Transactions on Signal Processing, vol. 47, no. 5, pp. 1474-1478, May 1999.
• I. N. Damera-Venkata, B. L. Evans, and S. R. McCaslin, Design of Optimal Minimum Phase Digital FIR Filters Using Discrete Hilbert Transforms", IEEE Transactions on Signal Processing, vol. 48, no. 5, pp. 1491-1495, May 2000.
• J. N. Damera-Venkata, M. Venkataraman, M. S. Hrishikesh, and P. S. Reddy, "A New Transform for the Stabilization and Stability Testing of Multidimensional Recursive Digital Filters", IEEE Transactions on Circuits and Systems- II Analog and Digital Signal Processing, vol. 47, no. 9, pp. 965-968, Sep. 2000.
• K. J. Tuqan and P. P. Vaidyanathan, "A State Space Approach to the Design of Globally Optimal FIR Energy Compaction Filters", IEEE Transactions on Signal Processing, vol. 48, no. 10, Oct. 2000, pp. 2822-2838.
• L. N. Damera-Venkata, B. L. Evans, and J. Tuqan, "Design of Optimum Multi-Dimensional Energy Compaction Filters", Proc. IEEE Asilomar Conf. on Signals, Systems, and Computers, Nov. 3-6, 2002, Pacific Grove, CA, USA, invited paper. (Sequel to papers I and K.)
• M. A. Tomerlin and W. W. Edmonson, "BIBO Stability of D-Dimensional Filters", Multidimensional Systems and Signal Processing, vol. 13, pp. 333-340, 2002.
• N. I. Serban and M. Najim, "Multidimensional systems: BIBO stability test based on functional Schur coefficients", IEEE Transactions on Signal Processing, vol. 55, no. 11, Nov. 2007, pp. 5277-5285.

Multidimensional Resampling Papers

• N. B. L. Evans, T. R. Gardos, and J. H. McClellan, "Imposing Structure on Smith-Form Decompositions of Rational Resampling Matrices", IEEE Transactions on Signal Processing, vol. 42, no. 4, pp. 970-973, Apr. 1994.
• O. B. L. Evans, R. H. Bamberger, and J. H. McClellan, "Rules for Multidimensional Multirate Structures", IEEE Transactions on Signal Processing, vol. 42, no. 4, pp. 762-771, Apr. 1994.
• P. B. L. Evans, "Designing Commutative Cascades of Multidimensional Upsamplers and Downsamplers", IEEE Signal Processing Letters, vol. 4, no. 11, pp. 313-316, Nov. 1997.
• Q. C. Zhang and T. Chen, "Generalized Plenoptic Sampling", Carnegie Mellon Technical Report AMP01-06, Sep. 2001.
• R. Praveen K. Murthy and Edward A. Lee, "Multidimensional Synchronous Dataflow", IEEE Transactions on Signal Processing, vol. 50, no. 7, July 2002.

Image Halftoning Papers

• S. T. D. Kite, N. Damera-Venkata, B. L. Evans, and A. C. Bovik, "A Fast, High-Quality Inverse Halftoning Algorithm for Error Diffused Halftones", IEEE Transactions on Image Processing, vol. 9, no. 9, pp. 1583-1592, Sep. 2000.
• T. K. Berkner, "Enhancement of Scanned Documents in Besov Spaces Using Wavelet Domain Representations", SPIE Proc. on Electronic Imaging, Jan. 2002.
• U. S. H. Kim and J. P. Allebach, "Impact of HVS Models on Model Based Halftoning", IEEE Transactions on Image Processing vol. 11, no. 3, Mar. 2002, pp. 258-269.
• V. B. L. Evans, V. Monga, and N. Damera-Venkata, "Variations on Error Diffusion: Retrospectives and Future Trends", Proc. SPIE/IS&T Conf. on Color Imaging: Processing, Hardcopy, and Applications, Jan. 20-24, 2003, vol. 5008, Santa Clara, CA, USA, invited paper.

Image Quality Assessment

• W. T. N. Pappas, R. J. Safranek, and J. Chen, "Perceptual Criteria for Image Quality Evaluation", Handbook of Image and Video Processing, 2nd ed., 2005.
• X. Z. Wang and A. Bovik, "Structural Approaches to Image Quality Assessment", Handbook of Image and Video Processing, 2nd ed., 2005.

Other Image Processing Papers

• Y. M. R. Banham and A. K. Katsaggelos, "Digital Image Restoration", IEEE Signal Processing Magazine, vol. 14, no. 2, pp. 24-41, March 1997.
• Z. H. P. Hiriyannaiah, "X-ray Computed Tomography for Medical Imaging", IEEE Signal Processing Magazine, vol. 14, no. 2, pp. 42-59, March 1997.