Minh N. Do: Publications
Publications on Google Scholar
Publications on Web of Science
Journal Papers (until 2017)
- S. Liu and M. N. Do,
Inverse rendering and relighting from multiple color plus depth images, IEEE Transactions on Image Processing.
- S. Kim, D. Min, B. Ham, M. N. Do and K. Sohn,
DASC: Robust dense descriptor for multi-modal and multi-spectral correspondence estimation, IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 1712-1729,
Sep. 2017.
- J. A. Bengua, H. N. Phien, H. D. Tuan, and M. N. Do,
Matrix product state for higher-order tensor
compression and classification, IEEE Transactions on Signal Processing.
- J. A. Bengua, H. N. Phien, H. D. Tuan, and M. N. Do,
Efficient tensor completion for color image and
video recovery: Low-rank tensor train, IEEE Transactions on Image Processin, pp. 2466-2479,
Feb. 2017.
- W.-Y. Lin, F. Wang, M.-M. Cheng, S.-K. Yeung, P. H. S. Torr, M. N. Do, and J. Lu,
CODE: Coherence based decision boundaries
for feature correspondence, IEEE Transactions on Pattern Analysis
and Machine Intelligence.
- T. H. Nguyen, S. Sridharan, V. Macias, A. K. Balla, J. Melamed, M. N. Do, and G. Popescu,
Automatic Gleason grading of prostate cancer using
quantitative phase imaging and machine learning, Journal of Biomedical Optics,
2017.
- T. H. Nguyen, M. Kandel, H. M. Shakir, C. B.-Popescu, M. N. Do, and G. Popescu,
Halo-free Phase Contrast Microscopy,
Scientific Reports, 2017.
- A. J. Bower, B. Chidester, J. Li, Y. Zhao, M. Marjanovic, E. J. Chaney, M. N. Do, S. A. Boppart,
A quantitative framework for the
analysis of multimodal optical microscopy images, Quant Imaging Med Surg,
7(1):24-37, 2017.
- R. S. Pahwa, J. Lu, N. Jiang, T. T. Ng, and M. N. Do, Locating 3D object proposals: A
depth-based online approach, IEEE Transactions on Circuits and Systems for Video Technology.
- Y. Zhang, L. Cheng, J. Wu, J. Cai, M. N. Do, and J. Lu, Action recognition in still images
with minimum annotation efforts, IEEE Transactions on Image Processing, vol. 25 (11), 5479-5490,
Nov. 2016.
- J. Lu, Y. Li, H. Yang, D. Min, W. Eng, and M. N. Do, PatchMatch Filter: Edge-aware
filtering meets randomized search for visual correspondence, IEEE Transactions on Pattern Analysis
and Machine Intelligence, pp. 1866-1879, Oct. 2016.
- Y. Zhang, X. S. Wei, J. Wu, J. Cai, J. Lu, V. A. Nguyen, and M. N. Do, Weakly supervised
fine-grained categorization with part-based image representation, IEEE Transactions on Image
Processing, vol. 25 (4), 1713-1725, Apr. 2016.
- L. Wang, D. Tang, Y. Guo, and M. N. Do, Common visual pattern
discovery via nonlinear mean shift clustering, IEEE Transactions
on Image Processing, vol. 24, no. 12, pp. 5442-5454, Dec.
2015.
- V.-A. Nguyen, J. Lu, S. Zhao, D. T. Vu, H. Yang, D. L. Jones, and
M. N. Do, ITEM: Immersive Telepresence for
Entertainment and Meetings - A Practical Approach, IEEE Journal
of Selected Topics in Signal Processing, vol.9, no.3, pp.546-561,
April 2015.
- H. Q. Bui, C. N. H. La, and M. N. Do, A fast tree-based algorithm for compressed
sensing with sparse-tree prior, Signal Processing,
pp. 628-641, vol. 108, Mar. 2015.
- H. Q. Nguyen and M. N. Do, Downsampling of signals on graphs
via maximum spanning trees,
IEEE Transactions on Signal Processing,
pp. 182-191, vol. 63, Jan. 2015.
- H. Q. Nguyen and M. N. Do, Inverse rendering of Lambertian surfaces
using subspace methods,
IEEE Transactions on Image Processing, pp. 5545-5558,
Dec. 2014.
- D. Min, S. Choi, J. Lu, B. Ham, K. Sohn, and M. N. Do,
Fast global image smoothing based on weighted
least squares,
IEEE Transactions on Image Processing, pp. 5638-5653,
Dec. 2014.
- V. A. Nguyen, J. Lu, S. Zhao, D. L. Jones, and M. N. Do, Teleimmersive audio-visual communication
using commodity hardware,
IEEE Signal Processing Magazine, Nov. 2014.
- S. D. Babacan, S. Nakajima, and M. N. Do, Bayesian group-sparse modeling and
variational inference,
IEEE Transactions on Signal Processing,
vol. 62, no. 11, pp. 2906-2921, Nov. 2014.
- D. T. Vu, B. Chidester, H. Yang, M. N. Do, and J. Lu,
Efficient hybrid tree-based stereo
matching with applications to postcapture image refocusing,
IEEE Transactions on Image Processing,
vol. 23, no. 8, pp. 3428-3442, Aug. 2014.
- A. L. N. Targino da Costa and M. N. Do, A retina-based perceptually lossless limit and a
Gaussian foveation scheme with loss control,
IEEE Journal of Selected Topics in Signal Processing,
vol. 8, no. 3, pp. 438-453, 2014.
- B. Ham, D. Min, C. Oh, M. N. Do, and K. Sohn, Probability-based rendering for view synthesis,
IEEE Transactions on Image
Processing, vol. 23, no. 2, pp. 870-884, 2014.
- D. Min, J. Lu, and M. N. Do, Joint histogram-based cost aggregation for
stereo matching,
IEEE Transactions on Pattern Analysis and Machine Intelligence,,
vol. 35, no. 10, pp. 2539-2545, 2013.
- H. M. Nguyen, X. Peng, M. N. Do, and Z.-P. Liang, Denoising MR spectroscopic imaging data with low-rank
approximations, IEEE Trans. on Biomedical Engineering,
vol. 60, no. 1, pp. 78-89, 2013.
- V.-A. Nguyen, D. Min, and M. N. Do, Efficient techniques for depth video
compression using weighted mode filtering,
IEEE Transactions on Circuits and Systems for Video Technology,
vol. 23, no. 2, pp. 189-202, 2013.
- M. N. Do and Y. M. Lu, Multidimensional filter banks and multiscale geometric
representations, Foundations and Trends in Signal Processing,
vol. 5, issue. 3, pp. 157-264, 2012.
- M. Mir, S. D. Babacan, M. Bednarz, M. N. Do, I. Golding, and
G. Popescu, Visualizing Escherichia coli sub-cellular
structure using sparse deconvolution spatial light interference
tomography, PLoS ONE, vol. 7, June 2012.
- D. Min, J. Lu, and M. N. Do, Depth video enhancement based on
weighted mode filtering, IEEE Transactions on Image
Processing, vol. 21, no. 3, pp. 1176-1190, Mar. 2012.
- M. N. Do, D. Marchand-Maillet, and M. Vetterli, On the bandwidth of the plenoptic function, IEEE
Transactions on Image Processing, vol. 21, no. 2, pp. 708-717,
Feb. 2012.
- S. D. Babacan, Z. Wang, M. Do, and G. Popescu, Cell imaging beyond the diffraction
limit using sparse deconvolution spatial light interference
microscopy, Biomedical Optics Express, vol. 2, no. 7,
pp. 1815-1827, July 2011.
- H. Pham, H. Ding, N. Sobh, M. Do, S. Patel, and G. Popescu, Off-axis quantitative phase imaging
processing using CUDA: toward real-time applications,
Biomedical Optics Express, vol. 2, no. 7, pp. 1781-1793, July
2011.
- A. J. Dapore, M. R. King, J. Harter, S. Sarwate, M. L. Oelze,
J. A. Zagzebski, M. N. Do, T. J. Hall, and W. D. O'Brien, Analysis of human fibroadenomas using
three-dimensional impedance maps, IEEE Transactions on Medical
Imaging, vol. 30, no. 6, pp. 1206-1213, June 2011.
- M. N. Do, Q. H. Nguyen, H. T. Nguyen, D. Kubacki, and Sanjay
J. Patel, Immersive visual communication
with depth cameras and parallel computing, IEEE Signal
Processing Magazine, vol. 28, pp. 58-66, Jan. 2011.
- K. L. Law and M. N. Do, Multidimensional filter bank signal
reconstruction from multichannel acquisition, IEEE
Transactions on Image Processing, vol. 20, pp. 317-326, Feb. 2011.
- M. Maitre and M. N. Do, Depth and depth-color coding using shape-adaptive wavelets, Journal of Visual Communication and Image Representation, Special Issue on Multicamera Imaging, pp. 513-522, July 2010.
- A. L. Cunha, M. N. Do, and M. Vetterli, On the information rates of the
plenoptic function, IEEE Transactions on Information
Theory, vol. 56, pp. 1306-1321, Mar. 2010.
- D. Lin, X. Huang, Q. Nguyen, J. Blackburn, C. Rodrigues,
T. Huang, M. N. Do, S. Patel, and W.-M. Hwu, Parallelization of video processing:
from programming models to applications, IEEE Signal
Processing Magazine, pp. 103-112, Nov. 2009.
- 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, vol. 57, no. 11, pp. 4282-4291, Nov.
2009.
- Y. M. Lu, M. N. Do, and R. S. Laugesen, A computable Fourier condition generating
alias-free sampling lattices, IEEE Transactions on Signal
Processing, vol. 57, no. 5, pp. 1768-1782, May 2009.
- R. L. Morrison, M. N. Do, and D. C. Munson, MCA: a multichannel approach to SAR autofocus,
IEEE Transactions on Image Processing, vol. 18, no. 4, pp. 840-853, Apr. 2009.
- H. T. Nguyen and M. N. Do, Error analysis for
image-based rendering with depth information, IEEE
Transactions on Image Processing, vol. 18, no. 4, pp. 703-716, Apr. 2009.
- 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, vol. 28, no. 3, pp. 423-434, Mar. 2009.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
Surfacelet movie
(Animated GIF file showing surfacelet atoms in 3D as videos).
- 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.
- 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.
- 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.
- 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.
-
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.
- 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.
- 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.
- 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.
Contourlet toolbox
(Matlab source code that implements the contourlet transform and its utility functions).
Contourlet movie
[QuickTime video compares non-linear approximations using wavelets (DWT2) and
contourlets (PDFB)].
- 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.
- 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.
- 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.
- 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].
- 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
- 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).
- 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
- 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).
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