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Minh N. Do: Publications

Preprints

  1. K. L. Law, R. M. Fossum, and M. N. Do, Generic invertibility of multidimensional FIR filter banks and MIMO systems, IEEE Transactions on Signal Processing, submitted 2008.

  2. A. L. Cunha, M. N. Do, and M. Vetterli, On the information rates of the plenoptic function, IEEE Transactions on Information Theory, submitted 2007.

  3. H. T. Nguyen and M. N. Do, Quantitative analysis for image-based rendering with depth information, IEEE Transactions on Image Processing, submitted 2007.

  4. R. L. Morrison, M. N. Do, and D. C. Munson, MCA: a multichannel approach to SAR autofocus, IEEE Transactions on Image Processing, submitted 2007.

Journal Papers

  1. H. M. Nguyen, B. P. Sutton, R. L. Morrison, and M. N. Do, Joint estimation and correction of geometric distortions for EPI functional MRI using harmonic retrieval, IEEE Transactions on Medical Imaging, to appear.

  2. Y. M. Lu, M. N. Do, and R. S. Laugesen, A computable Fourier condition generating alias-free sampling lattices, IEEE Transactions on Signal Processing, to appear.

  3. H. T. Nguyen and M. N. Do, Hybrid filter banks with fractional delays: Minimax design and application to multichannel sampling, IEEE Transactions on Signal Processing, vol. 56, no. 7, pp. 3180-3190, July 2008.

  4. M. Maitre, Y. Shinagawa, and M. N. Do, Wavelet-based joint estimation and encoding of depth-image-based representations for free-viewpoint rendering, IEEE Transactions on Image Processing, vol. 17, no. 6, pp. 946-957, June 2008.

  5. Y. M. Lu and M. N. Do, A theory for sampling signals from a union of subspaces, IEEE Transactions on Signal Processing, vol. 56, no. 6, pp. 2334-2345, June 2008.

  6. Y. M. Lu and M. N. Do, A mapping-based design for nonsubsampled hourglass filter banks in arbitrary dimensions, IEEE Transactions on Signal Processing, vol. 56, no. 4, pp. 1466-1478, Apr. 2008.

  7. Y. M. Lu and M. N. Do, Sampling signals from a union of subspaces, IEEE Signal Processing Magazine, Special Issue on Compressive Sampling, vol. 25, no. 2, pp. 41-47, Mar. 2008.

  8. R. L. Morrison, M. N. Do, and D. C. Munson, SAR image autofocus by sharpness optimization: a theoretical study, IEEE Transactions on Image Processing, vol. 16, no. 9, pp. 2309-2321, Sep. 2007.

  9. A. L. Cunha and M. N. Do, On two-channel filter banks with directional vanishing moments, IEEE Transactions on Image Processing, vol. 16, no. 5, pp. 1207-1219, May 2007.

  10. Y. M. Lu and M. N. Do, Multidimensional directional filter banks and surfacelets, IEEE Transactions on Image Processing, vol. 16, no. 4, pp. 918-931, Apr. 2007.

  11. D. Xu and M. N. Do, On the number of rectangular tilings, IEEE Transactions on Image Processing, vol. 15, no. 10, pp. 3225-3230, Oct. 2006.

  12. J. Zhou and M. N. Do, Multidimensional multichannel FIR deconvolution using Grobner bases, IEEE Transactions on Image Processing, vol. 15, no. 10, pp. 2998-3007, Oct. 2006.

  13. A. L. Cunha, J. Zhou, and M. N. Do, The nonsubsampled contourlet transform: Theory, design, and applications, IEEE Transactions on Image Processing, vol. 15, no. 10, pp. 3089-3101, Oct. 2006.

  14. Y. Huang, I. Pollak, M. N. Do, and C. A. Bouman, Fast search for best representations in multitree dictionaries, IEEE Transactions on Image Processing, vol. 15, no. 7, pp. 1779-1793, July 2006.

  15. D. D.-Y. Po and M. N. Do, Directional multiscale modeling of images using the contourlet transform, IEEE Transactions on Image Processing, vol. 15, no. 6, pp. 1610-1620, June 2006.

  16. Y. Huang, I. Pollak, C.A. Bouman, and M. N. Do, Best basis search in lapped dictionaries, IEEE Transactions on Signal Processing, vol. 54, no. 2, pp. 651-664, Feb. 2006.

  17. J. Zhou, M. N. Do, and J. Kovacevic, Special paraunitary matrices, Cayley transform, and multidimensional orthogonal filter banks, IEEE Transactions on Image Processing, vol. 15, no. 2, pp. 511-519, Feb. 2006.

  18. M. N. Do and M. Vetterli, The contourlet transform: an efficient directional multiresolution image representation, IEEE Transactions Image on Processing, vol. 14, no. 12, pp. 2091-2106, Dec. 2005.

    19. Contourlet toolbox (Matlab source code that implements the contourlet transform and its utility functions).

  19. J. Zhou, M. N. Do, and J. Kovacevic, Multidimensional orthogonal filter bank characterization and design using the Cayley transform, IEEE Transactions on Image Processing, vol. 14, no. 6, pp. 760-769, June 2005.

  20. R. Shukla, P. L. Dragotti, M. N. Do and M. Vetterli, Rate-distortion optimized tree structured compression algorithms for piecewise smooth images, IEEE Transactions on Image Processing, vol. 14, pp. 343-359, Mar. 2005.

  21. C. Xu, D. L. Marks, M. N. Do, and S. A. Boppart, Separation of absorption and scattering profiles in spectroscopic optical coherence tomography using a least-squares algorithm, Optics Express, vol. 12, no. 20, pp. 4790-4803, Oct. 2004.

  22. M. N. Do and M. Vetterli, Framing pyramids, IEEE Transactions on Signal Processing, vol. 51, pp. 2329-2342, Sep. 2003.  PDF | Postscript
    Laplacian pyramid toolbox [Matlab source code that implements the Laplacian pyramid (in any dimension) with the new reconstruction method in the paper].

  23. M. N. Do, Fast approximation of Kullback-Leibler distance for dependence trees and hidden Markov models, IEEE Signal Processing Letters, vol. 10, pp. 115-118, Apr. 2003.  PDF | Postscript

  24. M. N. Do and M. Vetterli, The finite ridgelet transform for image representation, IEEE Transactions on Image Processing, vol. 12, pp. 16-28, Jan. 2003.  PDF | Postscript
    FRIT Toolbox (Matlab source code that implements the transforms in the paper).
    FRIT movie! (QuickTime video compares non-linear approximations using wavelets and ridgelets).

  25. M. N. Do and M. Vetterli, Rotation invariant texture characterization and retrieval using steerable wavelet-domain hidden Markov models, IEEE Transactions on Multimedia, vol. 4, pp. 517-527, Dec. 2002.  PDF | Postscript

  26. M. N. Do and M. Vetterli, Wavelet-based texture retrieval using generalized Gaussian density and Kullback-Leibler distance, IEEE Transactions on Image Processing, vol. 11, pp. 146-158, Feb. 2002.  PDF | Postscript
    WaveTex (Matlab source code that implements the algorithms and experiments in the paper).

Conference Papers

  1. M. Maitre, Y. Shinagawa, and M. N. Do, Symmetric multi-view stereo reconstruction from planar camera arrays, IEEE Conference on Computer Vision and Pattern Recognition, 2008.

  2. M. N. Do and C. N. H. La, Tree-based majorize-minimize algorithm for compressed sensing with sparse-tree prior, Computational Advances in Multi-Sensor Adaptive Processing, U.S. Virgin Islands, 2007.

  3. C. Nguyen, R. L. Morrison, and M. N. Do, Reduction of spatial sampling requirement in sound-based synthesis, Computational Advances in Multi-Sensor Adaptive Processing, U.S. Virgin Islands, 2007.

  4. Y. Lu and M. N. Do, A computational procedure for finding minimum sampling lattices of a given frequency support in multidimensions, Proc. of IEEE International Conference on Image Processing, San Antonio, 2007 (Student Paper Award).

  5. M. Maitre, Y. Shinagawa, and M. N. Do, Rate-distortion optimal depth maps in the wavelet domain for free-viewpoint rendering, Proc. of IEEE International Conference on Image Processing, San Antonio, 2007.

  6. R. L. Morrison, M. Jacob, and M. N. Do, Multichannel estimation of coil sensitivities in parallel MRI, Proc. of IEEE International Symposium on Biomedical Imaging, Arlington, 2007.

  7. A. L. da Cunha, M. N. Do, and M. Vetterli, A stochastic model for video and its information rates, Proc. of IEEE Data Compression Conference, Snowbird, 2007.

  8. N. Mueller, Y. Lu, and M. N. Do, Image interpolation using multiscale geometric representations, Proc. of SPIE Symposium on Electronic Imaging, San Jose, 2007.

  9. H. T. Nguyen and M. N. Do, Signal reconstruction from a periodic nonuniform set of samples using H_infinity optimization, Proc. of SPIE Symposium on Electronic Imaging, San Jose, 2007.

  10. Y. Lu and M. N. Do, A new contourlet transform with sharp frequency localization, Proc. of IEEE International Conference on Image Processing, Atlanta, 2006 (Most Innovative Paper Award).

  11. A. L. da Cunha, M. N. Do, and M. Vetterli, On the information rate of the plenoptic function, Proc. of IEEE International Conference on Image Processing, Atlanta, 2006.

  12. R. L. Morrison, Jr. and M. N. Do, Multichannel autofocus algorithm for synthetic aperture radar, Proc. of IEEE International Conference on Image Processing, Atlanta, 2006.

  13. H. T. Nguyen and M. N. Do, Error analysis for image-based rendering with depth information, Proc. of IEEE International Conference on Image Processing, Atlanta, 2006.

  14. C. La and M. N. Do, Tree-based orthogonal matching pursuit algorithm for signal reconstruction, Proc. of IEEE International Conference on Image Processing, Atlanta, 2006.

  15. H. M. Nguyen, R. L. Morrison, Jr., B. P. Sutton, and M. N. Do, Joint estimation in MRI using harmonic retrieval methods, Proc. of IEEE International Symposium on Biomedical Imaging, Arlington, USA, 2006.

  16. R. L. Morrison, Jr., and M. N. Do, A multichannel approach to metric-based SAR autofocus, Proc. of IEEE International Conference on Image Processing, Genoa, Italy, Sep. 2005.

  17. M. N. Do, D. Marchand-Maillet, and M. Vetterli, On the bandlimitedness of the plenoptic function, Proc. of IEEE International Conference on Image Processing, Genoa, Italy, Sep. 2005.

  18. Y. Huang, I. Pollak, M.N. Do, and C.A. Bouman, Optimal representations in multitree dictionaries with application to compression, Proc. of IEEE International Conference on Image Processing, Genoa, Italy, Sep. 2005.

  19. J. Zhou, A. L. da Cunha, and M. N. Do, Nonsubsampled contourlet transform: construction and application in enhancement, Proc. of IEEE International Conference on Image Processing, Genoa, Italy, Sep. 2005.

  20. A. L. da Cunha, J. Zhou, and M. N. Do, Nonsubsampled contourlet transform: filter design and application in image denoising, Proc. of IEEE International Conference on Image Processing, Genoa, Italy, Sep. 2005.

  21. Y. Lu and M. N. Do, 3-D directional filter banks and surfacelets, Proc. of SPIE Conference on Wavelet Applications in Signal and Image Processing XI, San Diego, USA, Jul. 2005.

  22. C. La and M. N. Do, Signal reconstruction using sparse tree representations, Proc. of SPIE Conference on Wavelet Applications in Signal and Image Processing XI, San Diego, USA, Jul. 2005.

  23. A. L. da Cunha and M. N. Do, Linear-phase filter design for directional multiresolution decompositions, Proc. of SPIE Conference on Wavelet Applications in Signal and Image Processing XI, San Diego, USA, Jul. 2005.

  24. J. Zhou and M. N. Do, Two-dimensional orthogonal filter banks with directional vanishing moments, Proc. of SPIE Conference on Wavelet Applications in Signal and Image Processing XI, San Diego, USA, Jul. 2005.

  25. J. Zhou and M. N. Do, Multidimensional oversampled filter banks, Proc. of SPIE Conference on Wavelet Applications in Signal and Image Processing XI, San Diego, USA, Jul. 2005.

  26. A. L. da Cunha and M. N. Do, Biorthogonal filter banks with directional vanishing moments, Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Philadelphia, March 2005 (Best Student Paper Award).

  27. H. T. Nguyen and M. N. Do, Image-based rendering with depth information using the propagation algorithm, Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Philadelphia, March 2005 (Best Student Paper Award).

  28. Y. Lu and M. N. Do, The finer directional wavelet transform, Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Philadelphia, March 2005.

  29. J. Zhou and M. N. Do, Multichannel FIR exact deconvolution in multiple variables, Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Philadelphia, March 2005.

  30. M. N. Do, Toward sound-based synthesis: the far-field case, Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Montreal, Canada, May 2004.

  31. Y. Lu and M. N. Do, A geometrical approach to sampling signals with finite rate of innovation, Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Montreal, Canada, May 2004.

  32. Y. Huang, I. Pollak, C. A. Bouman, and M. N. Do, New algorithms for best local cosine basis search, Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Montreal, Canada, May 2004.

  33. Y. Huang, I. Pollak, M. N. Do, and C. A. Bouman, Optimal tilings and best basis search in large dictionaries, Proc. of the 37th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, USA, Nov. 2003.

  34. R. L. Morrison, Jr., D. C. Munson, Jr., and M. N. Do, Avoiding local minima in entropy-based SAR autofocus, Proc. of IEEE Workshop on Statistical Signal Processing, St. Louis, USA, Sep. 2003.

  35. M. N. Do, Contourlets and sparse image representations, Proc. of SPIE Conference on Wavelet Applications in Signal and Image Processing X, San Diego, USA, August 2003.

  36. Y. Lu and M. N. Do, CRISP-contourlets: a critically sampled directional multiresolution image representation, Proc. of SPIE Conference on Wavelet Applications in Signal and Image Processing X, San Diego, USA, August 2003.

  37. J. Zhou, M. N. Do, and J. Kovacevic, New design of orthogonal filter banks using the Cayley transform, Proc. of SPIE Conference on Wavelet Applications in Signal and Image Processing X, San Diego, USA, August 2003.

  38. D. Xu and M. N. Do, Anisotropic 2-D wavelet packets and rectangular tiling: theory and algorithms, Proc. of SPIE Conference on Wavelet Applications in Signal and Image Processing X, San Diego, USA, August 2003.

  39. D. D.-Y. Po and M. N. Do, Directional multiscale statistical modeling of images, Proc. of SPIE Conference on Wavelet Applications in Signal and Image Processing X, San Diego, USA, August 2003.

  40. I. Atkinson, F. Kamalabadi, D. L. Jones, and M. N. Do, Adaptive wavelet thresholding for multichannel signal estimation, Proc. of SPIE Conference on Wavelet Applications in Signal and Image Processing X, San Diego, USA, August 2003.

  41. M. N. Do and M. Vetterli, Contourlets: A Directional Multiresolution Image Representation, Proc. of IEEE International Conference on Image Processing (ICIP), Rochester, September 2002.  PDF | Postscript

  42. M. N. Do, P. L. Dragotti, R. Shukla, and M. Vetterli, On compression of two-dimensional piecewise smooth functions, Proc. of IEEE International Conference on Image Processing (ICIP), Thessaloniki, Greece, October 2001 (invited paper). PDF | Postscript

  43. M. N. Do and M. Vetterli, Pyramidal directional filter banks and curvelets, Proc. of IEEE International Conference on Image Processing (ICIP), Thessaloniki, Greece, October 2001.  PDF | Postscript

  44. M. N. Do and M. Vetterli, Frame reconstruction of the Laplacian pyramid, Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Salt Lake City, USA, May 2001.  PDF | Postscript

  45. Z. Pecenovic, M. N. Do, M. Vetterli and P. Pu, Integrated browsing and searching of large image collections, Proc. of 4th International Conference on Visual Information Systems, Lyon, France, November 2000.  PDF | Postscript

  46. M. N. Do and M. Vetterli, Orthonormal finite ridgelet transform for image compression, Proc. of IEEE International Conference on Image Processing (ICIP), Vancouver, Canada, September 2000.  PDF | Postscript

  47. M. N. Do and M. Vetterli, Texture similarity measurement using Kullback-Leibler distance on wavelet subbands, Proc. of IEEE International Conference on Image Processing (ICIP), Vancouver, Canada, September 2000.  PDF | Postscript

  48. M. N. Do and M. Vetterli, Image denoising using orthonormal finite ridgelet transform, Proc. of SPIE Conference on Wavelet Applications in Signal and Image Processing VIII, San Diego, USA, August 2000.  PDF | Postscript

  49. M. N. Do, A. C. Lozano and M. Vetterli, Rotation invariant texture retrieval using steerable wavelet-domain hidden Markov models, Proc. of SPIE Conference on Wavelet Applications in Signal and Image Processing VIII, San Diego, USA, August 2000.  PDF | Postscript

  50. M. N. Do, S. Ayer and M. Vetterli, Invariant image retrieval using wavelet maxima moment, Proc. of 3rd International Conference on Visual Information Systems, Amsterdam, The Netherlands, June 1999.  PDF | Postscript

  51. Z. Pecenovic, M. N. Do, S. Ayer and M. Vetterli, New methods for image retrieval, Proc. of ICPS'98 Congress on Exploring New Tracks in Imaging, pp. 242-246, Antwerp, Belgium, September 1998.  PDF | Postscript

  52. D. Tran, M. N. Do, M. Wagner and T.V. Le, A proposed decision rule for speaker identification based on a posteriori probability, Proc. of Speaker Recognition and Its Commercial and Forensic Applications, pp. 85-88, Avignon, France, April 1998.  PDF | Postscript

  53. M. N. Do and M. Wagner, Speaker recognition with small training requirements using a combination of VQ and DHMM, Proc. of Speaker Recognition and Its Commercial and Forensic Applications, pp. 169-172, Avignon, France, April 1998.  PDF | Postscript

Book Chapters

  1. M. N. Do and M. Vetterli, Contourlets, Beyond Wavelets, G. V. Welland ed., Academic Press, 2003. PDF | Postcript

Thesis

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