**Publications**

Journal Papers

- H. S. Mousavi, V. Monga, and T. D. Tran,
"Iterative Convex Refinement for Sparse Recovery,"
*IEEE Signal Processing Letters*, vol. 22, pp. 1903-1907, Nov. 2015. - X. Sun, N. M. Nasrabadi, and T. D. Tran,
"Task-driven dictionary learning for hyperspectral image classification
with structured sparsity constraints,"
*IEEE Trans. on Geoscience and Remote Sensing*, vol. 53, pp. 4457-4471, Aug. 2015. - B. T. Bosworth, J. R. Stroud, D. N. Tran, T. D. Tran,
S. Chin, and M. A. Foster
"Ultrawideband compressed sensing of arbitrary multi-tone
sparse radio frequencies using spectrally encoded ultrafast laser pulses,"
*Optics Letters*, vol. 40, no. 11, pp. 3045-3048, Jul. 2015. - U. Srinivas, Y. Suo, M. Dao, V. Monga, and T. D. Tran
"Structured sparse priors for image classification,"
*IEEE Trans. on Image Processing*, vol. 24, pp. 1763-1776, Jun. 2015. - N. H. Nguyen, P. Drineas, and T. D. Tran,
"Tensor sparsification via a bound on the spectral norm of random tensors,"
*Information and Inference: A Journal of the IMA*, vol. 4, no. 3, pp. 195-229, Apr. 2015. - J. Zhang, S. Mitra, Y. Suo, A. Cheng, T. Xiong,
F. Michon, M. Welkenhuysen, F. Kloosterman, S. P. Chin, S. Hsiao,
T. D. Tran, F. Yazicioglu and R. Etienne-Cummings,
"A closed-loop compressive-sensing-based neural recording system,"
*Journal of Neural Engineering*, vol. 12, no. 3, Apr. 2015 - B. T. Bosworth, J. R. Stroud, D. N. Tran, T. D. Tran, S. P. Chin,
and M. A. Foster,
"High-speed flow microscopy using compressed sensing with
ultrafast laser pulses,"
*Optics Express*, vol. 23, no. 8, pp. 10521-10532, 2015. - Y. Suo, J. Zhang, T. Xiong, P. S. Chin, R. Etienne-Cummings,
and T. D. Tran,
"Energy-ecient multi-mode compressed sensing system for implantable
neural recordings,"
*IEEE Trans. on Biomedical Circuits and Systems*, vol. 8, pp. 648-659, Oct. 2014. - J. Zhang, Y. Suo, S. Mitra, S. P. Chin, S. Hsiao,
R. F. Yazicioglu, T. D. Tran, and R. Etienne-Cummings,
"An ecient and compact compressed sensing microsystem for
implantable neural recordings,"
*IEEE Trans. on Biomedical Circuits and Systems*, vol. 8, pp. 485-496, Aug. 2014. - X. Sun, Q. Qu, N. M. Nasrabadi, and T. D. Tran,
"Structured priors for sparse-representation-based hyperspectral
image classication,"
*IEEE Geoscience and Remote Sensing Letters*, vol. 11, pp. 1235-1239, Jul. 2014. - P. G. Vouras and T. D. Tran,
"Robust transmit nulling in wideband arrays,"
*IEEE Trans. on Signal Processing*, vol. 62, pp. 3706- 3719, Jul. 2014. - Q. Qu, N. M. Nasrabadi, and T. D. Tran,
"Abundance estimation for bilinear mixture models via joint sparse
and low-rank representation,"
*IEEE Trans. on Geoscience and Remote Sensing*, vol. 52, pp. 4404-4423, Jul. 2014. - L. H. Nguyen, T. D. Tran, and T. T. Do,
"Sparse models and sparse recovery for ultra-wideband SAR applications,"
*IEEE Trans. on Aerospace and Electronic Systems*, vol. 50, no. 2, pp. 940-958, Feb. 2014. - U. Srinivas, Y. Chen, V. Monga, N. M. Nasrabadi, and T. D. Tran,
"Exploiting sparsity in hyperspectral image classication via
graphical models,"
*IEEE Geoscience and Remote Sensing Letters*, vol. 10, pp. 505-509, May 2013. - N. H. Nguyen and T. D. Tran,
"Robust Lasso with missing and grossly corrupted observations,"
*IEEE Trans. on Information Theory*, vol. 59, pp. 2036-2058, Apr. 2013. - N. H. Nguyen and T. D. Tran,
"Exact recoverability from dense corrupted observations via
L1 minimization,"
*IEEE Trans. on Information Theory*, vol. 59, pp. 2017-2035, Apr. 2013. - Y. Chen, N. M. Nasrabadi, and T. D. Tran,
"Hyperspectral image classication via kernel sparse representation,"
*IEEE Trans. on Geoscience and Remote Sensing*, vol. 51, pp. 217-231, Jan. 2013. - G. Orchard, J. Zhang, Y. Suo, M. Dao, D. T. Nguyen, S. Chin,
C. Posch, T. D. Tran, R. Etienne-Cummings,
"Real-time compressive sensing video reconstruction in hardware,"
*IEEE Journal on Emerging and Selected Topics in Circuits and Systems*, vol. 2, pp. 604-615, Sep. 2012. - Y. Chen, N. M. Nasrabadi, and T. D. Tran,
"Eects of random measurements on the performance of target detection
and classication in hyperspectral imagery,"
*Journal of Applied Remote Sensing*, vol. 5, issue 1, pp. 053563-053563-25, 2011. - T. T. Do, L. Gan, N. H. Nguyen, and T. D. Tran,
"Fast and ecient compressive sampling using structurally random matrices,"
*IEEE Trans. on Signal Processing*, vol. 60, pp. 139-154, Jan. 2012. - Y. Chen, N. M. Nasrabadi, and T. D. Tran,
"Hyperspectral image classification using dictionary based
sparse representation,"
*IEEE Trans. on Geoscience and Remote Sensing*, vol. 49, pp. 3973-3985, Oct. 2011. PDF - Y. Chen, N. M. Nasrabadi, and T. D. Tran,
"Simultaneous joint sparsity model for target detection in
hyperspectral imagery,"
*IEEE Geoscience and Remote Sensing Letters*, vol. 8, pp.676-680, Jun. 2011. PDF - Y. Chen, N. M. Nasrabadi, and T. D. Tran,
"Sparse representation for target detection in hyperspectral imagery,"
*IEEE Journal of Selected Topics in Signal Processing*, vol. 5, pp. 629-640, Jun. 2011. PDF - B. Varadarajan, S. Khudanpur, and T. D. Tran,
"Stepwise optimal subspace pursuit for improving sparse recovery,"
*IEEE Signal Processing Letters*, vol. 18, pp. 27 - 30, Jan. 2011. PDF - G. Sun, U. Samarawickrama, J. Liang, C. Tian, C. Tu, and T. D. Tran,
"Multiple description coding with prediction compensation,"
*IEEE Trans. on Image Processing*, vol. 18, pp. 1037-1047, May 2009. PDF - A. Abbas and T. D. Tran,
"Multiplierless rational coefficient dual-tree complex wavelet transform:
design and implementation,"
*IEEE Trans. on Signal Processing*, vol. 56, pp. 3523-3534, Aug. 2008. PDF - C. L. Salazar and T. D. Tran,
"A complexity scalable universal DCT domain image resizing algorithm,"
*IEEE Trans. on Circuits and Systems for Video Technology*, vol. 17, pp. 495-499, Apr. 2007. PDF - L. Gan, C. Tu, J. Liang, T. D. Tran and K.-K. Ma,
"Under-sampled boundary pre-/postfilters for low bitrate block DCT coders,"
*IEEE Trans. on Image Processing*, vol. 16, pp. 428-441, Feb. 2007. PDF - J. Liang, C. Tu, L. Gan, T. D. Tran and K.-K. Ma,
"Wiener filter-based error resilient time domain lapped transform,"
*IEEE Trans. on Image Processing*, vol. 16, pp. 491-502, Feb. 2007. PDF - C. Kwan, B. Li, R. Xu, X. Li, T. D. Tran, and T. Nguyen,
"A complete image compression scheme based on overlapped block transform
with post-processing,"
*EURASIP Journal on Applied Signal Processing*, Article ID 10968, pp. 1-15, vol. 2006. PDF - C. Tu, T. D. Tran, and J. Liang,
"Error resilient pre-/post-filtering for DCT-based block coding systems,"
*IEEE Trans. on Image Processing,*vol. 15, pp. 30-39, Jan. 2006. PDF - J. Liang, C. Tu, and T. D. Tran,
"Optimal block boundary pre/post-filtering for wavelet-based image and
video compression,"
*IEEE Trans. on Image Processing,*vol. 14, pp. 2151-2158, Dec. 2005. PDF - P. P. Dang, P. M. Chau, T. Q. Nguyen, and T. D. Tran,
"BinDCT and its efficient VLSI architectures for
real-time embedded applications,"
*Journal of Imaging Science and Technology,*vol. 49, no. 2, pp. 124-137, Mar. 2005. PDF - S. Oraintara, T. D. Tran, and T. Q. Nguyen,
"Regular biorthogonal linear-phase filter banks: theory,
structure and application in image coding,"
*IEEE Trans. on Signal Processing,*vol. 51, pp. 3220-3235, Dec. 2003. PDF - W. Dai and T. D. Tran,
"Regularity-constrained pre- and post-filtering for block DCT based systems,"
*IEEE Trans. on Signal Processing,*vol. 51, pp. 2568-2581, Oct. 2003. PDF - T. D. Tran, J. Liang, and C. Tu,
"Lapped transform via time-domain pre- and post-filtering,"
*IEEE Trans. on Signal Processing,*vol. 51, pp. 1557-1571, Jun. 2003. PDF

(*Errata:*In the first line of Table V, the order of the lifting steps should be P2 U2 P1 U1 P0 U0 instead of P0 U0 P1 U1 P2 U2. That is, smaller lifting coefficients are at the lower part of Matrix V in Fig. 17.) - J. Liang and T. D. Tran,
"An alternative DCT-based general structure for
linear phase paraunitary filter banks,"
*IEEE Trans. on Signal Processing,*vol. 51, pp. 1572-1580, Jun. 2003. PDF - C. Tu, J. Liang, and T. D. Tran,
"Adaptive runlength coding,"
*IEEE Signal Processing Letters,*vol. 10, pp. 61-64, Mar. 2003. PDF - Y. J. Chen, S. Oraintara, T. D. Tran, K. Amaratunga, and T. Q. Nguyen,
"Multiplierless approximation of transforms with adder constraint,"
*IEEE Signal Processing Letters*, vol. 9, pp. 344-347, Nov. 2002. PDF - C. Tu and T. D. Tran,
"Context based entropy coding of block transform coefficients
for image compression,"
*IEEE Trans. on Image Processing,*vol. 11, pp. 1271-1283, Nov. 2002. PDF - T. D. Tran,
"
*M*-channel linear phase perfect reconstruction filter bank with rational coefficients,"*IEEE Trans. on Circuits and Systems I: Fundamental Theory and Applications,*vol. 49, pp. 914-927, Jul. 2002. PDF - L. Gan, K.-K. Ma, T. Q. Nguyen, T. D. Tran, and R. L. de Queiroz,
"On the completeness of the lattice factorization for linear phase
perfect reconstruction filter banks,"
*IEEE Signal Processing Letters,*vol. 9, pp. 133-136, Apr. 2002. PDF - M. Ikehara, T. D. Tran, and T. Q. Nguyen,
"A family of lapped regular transforms with integer coefficients,"
*IEEE Trans. on Signal Processing,*vol. 50, pp. 834-841, Apr. 2002. PDF - J. Liang and T. D. Tran,
"Fast multiplierless approximations of the DCT with the lifting scheme,"
*IEEE Trans. on Signal Processing,*vol. 49, pp. 3032-3044, Dec. 2001. PDF - S. Oraintara, T. D. Tran, P. Heller, and T. Q. Nguyen,
"Lattice struture for regular paraunitary linear phase filter banks and
*M*-band orthogonal symmetric wavelets,"*IEEE Trans. on Signal Processing,*vol. 49, pp. 2659 -2672, Nov. 2001. PDF - R. L. de Queiroz, Z. Fan, and T. D. Tran,
"Optimizing block-thresholding segmentation for multi-layer
compression of compound images,"
*IEEE Trans. on Image Processing,*vol. 9, pp. 1461-1471, Sep. 2000. PDF - T. D. Tran,
"The LiftLT: fast lapped transforms via lifting steps,"
*IEEE Signal Processing Letters,*vol. 7, pp. 145-149, Jun. 2000. PDF - T. D. Tran,
"The BinDCT: fast multiplierless approximation of the DCT,"
*IEEE Signal Processing Letters,*vol. 7, pp. 141-145, Jun. 2000. PDF - T. D. Tran, R. L. de Queiroz, and T. Q. Nguyen,
"Linear phase perfect reconstruction filter bank: lattice structure,
design, and application in image coding,"
*IEEE Trans. on Signal Processing*, vol. 48, pp. 133-147, Jan. 2000. PDF - T. D. Tran and T. Q. Nguyen, "A progressive transmission image coder
using linear phase uniform filter banks as block transforms,"
*IEEE Trans. on Image Processing*, vol. 8, pp. 1493-1507, Nov. 1999. PDF - T. D. Tran, M. Ikehara, and T. Q. Nguyen,
"Linear phase paraunitary filter bank with filters of different lengths
and its application in image compression,"
*IEEE Trans. on Signal Processing*, vol. 47, pp. 2730-2744, Oct. 1999. PDF - T. D. Tran and T. Q. Nguyen, "On
*M*-channel linear phase FIR filter banks and application in image compression,"*IEEE Trans. on Signal Processing,*vol. 45, pp. 2175-2187, Sept. 1997. PDF

Book Chapters

- T. D. Tran, "Modern transform design for practical
audio/image/video coding applications," in
*Academic Press Library in Signal Processing*, edited by R. Chellappa and S. Theodoridis, Elsevier, 2014. - N. M. Nasrabadi, Y. Chen, and T. D. Tran,
"Sparse Representation for Target Detection and Classication
in Hyperspectral Imagery," in
*Signal and Image Processing for Remote Sensing*, Second Edition, CRC Press, Feb. 2012. - R. L. de Queiroz and T. D. Tran, "Lapped transforms for image compression,"
*The Handbook on Transforms and Data Compression,*edited by K. R. Rao and P. Yip, CRC Press, pp. 197-265, Oct. 2000. PDF - T. D. Tran and T. Q. Nguyen,
"Block transforms in progressive image coding," in
*Wavelet Image and Video Compression*, edited by P. N. Topiwala, Kluwer Academic, Norwell, MA, pp. 303-315, June 1998. PDF - T. D. Tran and T. Q. Nguyen,
"Block transforms in progressive image coding,"
in
*Wavelets and Filter Banks*, G. Strang and T. Q. Nguyen, Wellesley-Cambridge Press, Wellesley, MA, Revised Edition, pp. 501-513, May 1998.

Selected Conference Papers

- T. Xiong, J. Zhang, S. P. Chin, T. D Tran, and R. Etienne-Cummings,
"Compressed sensing block-wise exposure control algorithm using
optical flow estimation,"
*Proc. IEEE Biomedical Circuits and Systems Conference (BioCAS)*, Atlanta, Oct. 2015. - J. Zhang, Y. Suo, C. Zhao, T. D. Tran, and R. Etienne-Cummings,
"CMOS implementation of pixel-wise coded exposure imaging for
insect-based sensor node,"
*Proc. IEEE Biomedical Circuits and Systems Conference (BioCAS)*, Atlanta, Oct. 2015. - D. N Tran, D. N. Tran, S. P. Chin, and T. D Tran,
"Local sensing with global recovery,"
*Proc. IEEE Int. Conf. on Image Processing*, pp. 4313-4316, Quebec City, Sep. 2015. - M. D. Dao, A. Rangamani, S. P. Chin, N. P. Nguyen, and T. D Tran,
"Targeted dot product representation for friend recommendation
in online social networks,"
*Proc. 2015 IEEE/ACM Int. Conf. on Advances in Social Networks Analysis and Mining (ASONAM2015)*, pp. 349-356, Paris, Aug. 2015. - L. H. Nguyen and T. D. Tran,
"Estimation and extraction of radio-frequency interference from
ultra-wideband radar signals,"
*Proc. IEEE Int. Geoscience and Remote Sensing Symp. (IGARSS2015)*, pp. 2848-2851, Milan, Jul. 2015. - B. T. Bosworth, J. Stroud, D. N. Tran, T. D. Tran, S. P. Chin,
and M. A. Foster,
"Continuous 119.2-Gsample/s photonic compressed sensing of
sparse microwave signals,"
*Proc. CLEO: Science and Innovations*, Optical Society of America, San Jose, May 2015. - B. T. Bosworth, J. Stroud, D. N. Tran, T. D. Tran, S. P. Chin,
and M. A. Foster,
"Compressive 39.6-gigapixel/s continuous imaging using
spectrally-structured ultrafast laser pulses,"
*Proc. CLEO: Science and Innovations*, Optical Society of America, San Jose, May 2015. - M. Dao, N. M. Nasrabadi, and T. D. Tran,
"Multi-sensor classification via sparsity-based representation
with low-rank interference,"
*Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing*, pp. 2409-2413, Brisbane, Apr. 2015. - D. N. Tran, T. Xiong, S. P. Chin, T. D. Tran
"Nonnegative matrix factorization with gradient vertex pursuit,"
*Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing*, pp. 2409-2413, Brisbane, Apr. 2015. - Y. Suo, M. Dao, T. D. Tran, H. S. Mousavi, U. Srinivas, and V. Monga,
"Group structured dirty dictionary learning for classication,"
*Proc. IEEE Int. Conf. on Image Processing*, Paris, Oct. 2014.**Top 10% Paper Certicate.** - L. H. Nguyen, M. Dao, and T. D. Tran,
"Radio-frequency interference separation and suppression from
ultra-wideband radar data via low-rank modeling,"
*Proc. IEEE Int. Conf. on Image Processing*, Paris, Oct. 2014.**Top 10% Paper Certicate.** - H. S. Mousavi, U. Srinivas, V. Monga, Y. Suo, M. Dao, and T. D Tran,
"Multi-task image classification via collaborative
hierarchical spike-and-slab priors,"
*Proc. IEEE Int. Conf. on Image Processing*, Paris, Oct. 2014. - U. Srinivas, Y. Chen, V. Monga, N. M. Nasrabadi, and T. D. Tran,
"Discriminative graphical models for sparsity based hyperspectral
target detection,"
*Proc. IEEE Int. Geoscience and Remote Sensing Symposium*, pp. 1489-1492, Munich, Jul. 2012.**Best Student Paper Award.** - N. H. Nguyen, N. M. Nasrabadi, and T. D. Tran,
"Robust Lasso with missing and grossly corrupted observations,"
*Proc. 25th Neural Information Processing Systems (NIPS)*, Granada, Spain, Dec. 2011. - U. Srinivas, V. Monga, Y. Chen and T. D. Tran,
"Sparsity-based face recognition using discriminative
graphical models",
*Proc. IEEE Asilomar Conference on Signals, Systems and Computers,*Nov. 2011. - Y. Chen, N. M. Nasrabadi, and T. D. Tran,
"Hyperspectral image classification via kernel sparse representation,"
*Proc. IEEE Int. Conf. on Image Processing*, pp. 1233-1236, Brussels, Sep. 2011. - D. T. Nguyen, M. D. Dao, and T. D. Tran,
"Error concealment via 3-mode tensor approximation,"
*Proc. IEEE Int. Conf. on Image Processing*, pp. 2081-2084, Brussels, Sep. 2011. PDF - L. H. Nguyen and T. D. Tran,
"Robust recovery of synthetic aperture radar data from
uniformly under-sampled measurements,"
*Proc. IEEE Int. Geoscience and Remote Sensing Symposium*, pp. 3554-3557, Vancouver, Jul. 2011. - D. T. Nguyen, M. D. Dao, and T. D. Tran,
"Video error concealment using sparse recovery and local dictionaries,"
*Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing,*pp. 1125-1128, Prague, May 2011. PDF - N. H. Nguyen, N. M. Nasrabadi, T. D. Tran,
"Robust multi-sensor classification via joint sparse representation,"
*Proc. 14th International Conference on Information Fusion*, pp. 1-8, Chicago, Jul. 2011. PDF - Y. Chen, N. M. Nasrabadi, and T. D. Tran,
"Joint sparsity model for target detection in hyperspectral imagery,"
*Proc. of 27th Army Science Conference*, Orlando, Nov. 2010.**Best Paper Award**PDF - M. D. Dao, D. Nguyen, Y. Cao, and T. D. Tran,
"Video concealment via matrix completion at high missing rates,"
*Proc. IEEE 44th Asilomar Conference on Signals, Systems, and Computers*, Pacific Grove, Oct. 2010.**Invited Paper**PDF - Y. Chen, T. T. Do, and T. D. Tran,
"Robust face recognition using locally adaptive sparse representation,"
*Proc. IEEE Int. Conf. on Image Processing*, pp. 1657-1660, Hong Kong, Sep. 2010. PDF - L. Gan, T. T. Do, and T. D. Tran,
"Fast dimension reduction through random permutation,"
*Proc. IEEE Int. Conf. on Image Processing*, pp. 3353-3356, Hong Kong, Sep. 2010. PDF - Y. Chen, N. M. Nasrabadi, and T. D. Tran,
"Sparsity-based classification of hyperspectral imagery,"
*Proc. IEEE Int. Geoscience and Remote Sensing Symp.*, pp. 2796 - 2799, Honolulu, Jul. 2010. - Y. Chen, N. M. Nasrabadi, and T. D. Tran,
"Classification for hyperspectral imagery based on sparse representation,"
*Proc. 2nd Workshop on Hyperspectral Image and Signal Processing*, pp. 1 - 4, Reykjavik, Jun. 2010. - L. Nguyen and T. D. Tran,
"Model-based sub-Nyquist sampling and reconstruction technique for
ultra-wideband (UWB) radar,"
*Proc. of SPIE Radar Sensor Technology XIV*, vol. 7669-0H, pp. 1 - 9, Orlando, Apr. 2010. - Y. Chen, N. M. Nasrabadi, and T. D. Tran,
"Sparse subspace target detection for hyperspectral imagery,"
*Proc. of SPIE Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVI*, vol. 7695-03, pp. 1 - 8, Orlando, Apr. 2010. - D. Nguyen, T. D. Tran, C. Kwan, and B. Ayhan,
"Endmember extraction in hyperspectral images using l1-minimization
and linear complementary programming,"
*Proc. of SPIE Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVI*, vol. 7695-1M, pp. 1 - 9, Orlando, Apr. 2010. - G.S.V.S. Sivaram, S. K. Nemala, M. Elhilali, T. D. Tran, and H. Hermansky,
"Sparse coding for speech recognition,"
*Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing*, pp. 4346 - 4349, Dallas, Mar. 2010. PDF - L. Nguyen and T. D. Tran,
"A sparsity-driven joint image registration and change detection technique
for SAR imagery,"
*Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing*, pp. 2798 - 2801, Dallas, Mar. 2010. PDF - I. A. El-Shehaby and T. D. Tran,
"Implementation and application of local computation of wavelet
coefficients in the dual-tree complex wavelets,"
*Proc. IEEE Int. Conf. on Image Processing*, pp. 3885 - 3888, Cairo, Nov. 2009. - T. T. Do, Y. Chen, D. T. Nguyen, N. H. Nguyen, L. Gan, and T. D. Tran,
"Distributed compressed video sensing,"
*Proc. IEEE Int. Conf. on Image Processing*, pp. 1393 - 1396, Cairo, Nov. 2009. PDF - T. T. Do, Y. Chen, D. T. Nguyen, N. H. Nguyen, L. Gan, and T. D. Tran,
"Robust video transmission using layered compressed sensing,"
*Proc. IEEE International Workshop on Multimedia Signal Processing*, pp. 1-4, Rio de Janeiro, Oct. 2009. PDF - N. H. Nguyen, T. T. Do, and T. D. Tran,
"A fast and efficient algorithm for low-rank approximation of a matrix,"
*Proc. 41st ACM Symposium on Theory of Computing (STOC 2009)*, pp. 215-224, Bethesda, Jun. 2009. PDF - P. Vouras and T. D. Tran,
"Near real-time adaptive radar processing using analog dithers,"
*Proc. IEEE Radar Conference*, pp. 1 - 3, Pasadena, May 2009. - T. T. Do, Y. Chen, N. H. Nguyen, L. Gan, and T. D. Tran,
"A fast and efficient heuristic nuclear-norm algorithm for affine
rank minimization,"
*Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing*, pp. 3393-3396, Taipei, Taiwan, Apr. 2009. PDF - T. T. Do, L. Gan, Y. Chen, N. H. Nguyen, and T. D. Tran,
"Fast and efficient dimentionality reduction using
structurally random matrices,"
*Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing*, pp. 1821-1824, Taipei, Taiwan, Apr. 2009. PDF - P. Vouras, T. D. Tran, and M. Ching,
"Rational canonical form of polyphase matrices with applications
to designing paraunitary filter banks,"
*Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing*, pp. 3221-3224, Taipei, Taiwan, Apr. 2009. - N. H. Nguyen, T. T. Do, Y. Chen, and T. D. Tran,
"A fast and efficient algorithm for low rank matrix recovery from
incomplete observations,"
*Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing*, pp. 3405-3408, Taipei, Taiwan, Apr. 2009. PDF - T. T. Do, L. Gan, N. H. Nguyen, and T. D. Tran,
"Sparsity adaptive matching pursuit algorithm for
practical compressed sensing,"
*Proc. IEEE 42nd Asilomar Conference on Signals, Systems, and Computers*, pp. 581-587, Pacific Grove, Oct. 2008.**Best Paper Award Finalist**PDF - P. G. Vouras and T. D. Tran,
"Factorization of paraunitary polyphase matrices using subspace projections,"
*Proc. IEEE 42nd Asilomar Conference on Signals, Systems, and Computers*, pp. 602-605, Pacific Grove, Oct. 2008. - L. Liu, L. Gan, and T. D. Tran,
"Lifting-based Laplacian pyramid reconstruction schemes,"
*Proc. IEEE Int. Conf. on Image Processing*, pp. 2812-2815, San Diego, Oct. 2008. PDF - T. D. Tran and P. N. Topiwala,
"Modern transform design for advanced image/video coding applications,"
*SPIE Applications of Digital Image Processing XXXI*, vol. 7073-0H, pp. 1-12, San Diego, Aug. 2008.**Invited Paper** - L. Gan, T. Do and T.D. Tran,
"Fast compressive imaging using scrambled block Hadamard ensemble,"
*Proc. EUSIPCO*, Lausanne, Switzerland, Aug. 2008. PDF - D. T. Nguyen, N. H. Nguyen, P.-L. Bazin, Trac D. Tran, and D. L. Pham,
"A JPEG2000 image compression tool for the MIPAV software package,"
*Proc. 14th Annual Meeting of the Organization of Human Brain Mapping*, Melbourne, Austrailia, Jun. 2008. - I. A. El-Shehaby and T. D. Tran,
"Local computation and estimation of wavelet coefficients in
the dual-tree complex wavelet transform,"
*Proc. IEEE Int. Conf. on Circuits and Systems*, pp. 2877-2880, Seattle, May 2008. - T. T. Do, T. D. Tran, and L. Gan,
"Fast compressive sampling with structurally random matrices,"
*Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing*, pp. 3369-3372, Las Vegas, Apr. 2008. PDF - P. G. Vouras and T. D. Tran,
"Signal adapted filter bank design using Markov parameters,"
*Proc. IEEE 41st Asilomar Conference on Signals, Systems, and Computers*, pp. 1108-1110, Pacific Grove, Nov. 2007. - G. Sun, U. Samarawickrama, J. Liang, C. Tu, and T. D. Tran,
"Multiple description coding with prediction compensation,"
*Proc. IEEE Int. Conf. on Image Processing*, vol. VI, pp. 513-516, San Antonio, Sep. 2007. - L. Liu, T. D. Tran, and P. Topiwala,
"From 16-bit to high-accuracy IDCT approximation:
fruits of single architecture affiliation,"
*SPIE Applications of Digital Image Processing XXX*, San Diego, Aug. 2007.**Invited Paper** - Y. Chi, T. D. Tran, and R. Etienne-Cummings,
"Optical flow approximation of sub-pixel accurate block matching
for video coding,"
*Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing*, vol. I, pp. 1017-1020, Honolulu, Apr. 2007. - P. Vouras and T. D. Tran,
"Paraunitary filter bank design using derivative constraints,"
*Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing*, vol. III, pp. 1453-1456, Honolulu, Apr. 2007. - L. Liu and T. D. Tran,
"An 8x8 IEEE-compliant lifting-based multiplierless IDCT structure
and algorithm,"
*Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing*, vol. I, pp. 1113-1116, Honolulu, Apr. 2007. - L. Liu, L. Gan, and T. D. Tran,
"General reconstruction of Laplacian pyramid and its dual frame solutions,"
*Proc. 41st Annual Conference on Information Sciences and Systems*, pp. 514-517, Mar. 2007. - L. Liu and T. D. Tran,
"Rate-distortion analysis of multiplierless lifting-based
IDCT approximations,"
*Proc. 41st Annual Conference on Information Sciences and Systems*, pp. 720-725, Mar. 2007. - P. G. Vouras and T. D. Tran,
"Discrete-time dithering technique for designing time-varying
signal adapted filter banks,"
*Proc. 41st Annual Conference on Information Sciences and Systems*, pp. 838-843, Mar. 2007. - L. Liu, T. D. Tran, and P. Topiwala,
"Fast 16-bit fixed-point 8x8 IDCT approximations,"
*Proc. IEEE Asilomar Conference on Signals, Systems, and Computers*, Pacific Grove, Nov. 2006. - P. Vouras and T. D. Tran,
"Wideband adaptive beamforming using linear phase filter banks,"
*Proc. IEEE Asilomar Conference on Signals, Systems, and Computers*, Pacific Grove, Nov. 2006. - I. A. El-Shehaby and T. D. Tran,
"On local computation of wavelet coefficients in the dualtree
complex wavelet transform,"
*Proc. IEEE Asilomar Conference on Signals, Systems, and Computers*, Pacific Grove, Nov. 2006. - C. Salazar and T. D. Tran,
"A more efficient and video friendly spatial resizing algorithm,"
*Proc. IEEE Int. Conf. on Image Processing*, pp. 877-880, Atlanta, Oct. 2006. - A. Abbas and T. D. Tran,
"Multiplierless design of biorthogonal dual-tree complex wavelet
transform using lifting scheme,"
*Proc. IEEE Int. Conf. on Image Processing*, pp. 1605-1608, Atlanta, Oct. 2006. - L. Liu, W. Dai, and T. D. Tran,
"JPEG-compliant image coding with adaptive pre-/postfiltering,"
*Proc. IEEE Int. Conf. on Circuits and Systems*, pp. 21-24, Kos, Greece, May 2006. - P. Vouras and T. D. Tran,
"Design of FIR paraunitary approximations to principal component filter banks,"
*Proc. 40th Annual Conference on Information Sciences and Systems*, pp. 1372-1377, Princeton, Mar. 2006. - J. Liang, X. Li, G. Sun, and T. D. Tran,
"Two-dimensional Wiener filters for error resilient
time domain lapped transform,"
*Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing,*vol. III, pp. 241-244, Toulouse, France, May 2006. - J. P. Stralka and T. D. Tran,
"Modulated lapped transform generalized sidelobe canceller,"
*Proc. IEEE Int. Workshop on Computational Advances in Multi-Sensor Adaptive Processing*, pp. 185-188, Puerto Vallarta, Mexico, Dec. 2005. - J. Liang, C. Tu, T. D. Tran, and L .Gan,
"Error resilient DCT image coding with pre/post-filtering and
Wiener filtering,"
*SPIE Conference on Visual Communications and Image Processing 2005*, vol. 5960, pp. 1215-1225, Beijing, Jul. 2005. - C. L. Salazar and T. D. Tran,
"Flexible resizing algorithms for video transcoding,"
*Proc. IEEE Int. Symp. on Circuits and Systems*, pp. 916-919, Kobe, Japan, May 2005. - P. Vouras and T. D. Tran,
"Principal component filter bank for band partitioned sidelobe cancellation,"
*IEEE International Radar Conference*, pp. 691-696, May 2005. - W. Dai, L. Liu, and T. D. Tran,
"Adaptive block-based image coding with pre-/post-filtering,"
*Proc. Data Compression Conference*, pp. 73-82, Snowbird, Mar. 2005. - A. Abbas and T. D. Tran,
"Fast approximations of the orthogonal dual-tree wavelet bases,"
*Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing*, pp. 605-608, Philadelphia, Mar. 2005. - J. Liang, C. Tu, T. D. Tran, and L .Gan,
"Wiener filtering for generalized error resilient time domain
lapped transform,"
*Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing*, pp. 181-184, Philadelphia, Mar. 2005. - C. Tu, T. D. Tran, and J. Liang,
"Over-sampled and under-sampled pre-/post-filters for block DCT coders,"
*Proc. IEEE Int. Conf. on Image Processing*, pp. 1277-1280, Singapore, Oct. 2004. - J. Liang, C. Tu, and T. D. Tran,
"Optimal block boundary pre-/post-filtering for wavelet-based image
and video compression,"
*Proc. IEEE Int. Conf. on Image Processing*, pp. 303-306, Singapore, Oct. 2004. - C. L. Salazar and T. D. Tran,
"On resizing images in the DCT domain,"
*Proc. IEEE Int. Conf. on Image Processing*, pp. 2797-2800, Singapore, Oct. 2004. - J. Liang, L. Gan, C. Tu, T. D. Tran, and K.-K. Ma,
"On efficient implementation of oversampled linear phase perfect
reconstruction filter banks",
*Proc. IEEE ICASSP 2003*, Hong Kong, Apr. 2003. - C. Tu, T. D. Tran, and J. Liang,
"Error resilient pre-/post-filtering for DCT-based block coding systems",
*Proc. IEEE ICASSP 2003*, Hong Kong, Apr. 2003. - J. Liang and T. D. Tran,
"A partial DFT-based modified OFDM system resistant to channel nulls,"
*Proc. 36th Asilomar Conference on Signals, Systems, and Computers*, Pacific Grove, Nov. 2002.*Invited Paper.* - C. Tu, J. Liang, and T. D. Tran, "Adaptive runlength coding,"
*Proc. IEEE Int. Conf. on Image Processing*, vol. 2, pp. 665-668, Rochester, Sep. 2002. - C. Tu and T. D. Tran,
"On context based entropy coding of block transform coefficients,"
*Proc. IEEE Int. Conf. on Image Processing*, vol. 2, pp. 669-672, Rochester, Sep. 2002. - J. Liang and T. D. Tran,
"Further results on DCT-based linear phase paraunitary filter banks,"
*Proc. IEEE Int. Conf. on Image Processing*, vol. 2, pp. 1169-1172, Rochester, Sep. 2002. - X. Fan, G. Shen, S. Li, T. D. Tran, and Y. Q. Zhang,
"Rate-distortion optimization of macroblock-based progressive
fine granularity scalable MPEG-4 video codec,"
*Proc. IEEE Int. Symp. on Circuits and Systems*, vol. 4, pp. 540-543, Scottsdale, May 2002. - W. Dai, T. D. Tran, S. Oraintara, and T. Q. Nguyen,
"Integer- and rational-coefficient
*M*-band wavelet,"*Proc. IEEE Int. Symp. on Circuits and Systems*, vol. 3, pp. 425-428, Scottsdale, May 2002. - S. Gangaputra and T. D. Tran,
"Adaptive pre- and post-filtering for block based systems,"
*Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing*, vol. 4, pp. 3297-3300, Orlando, May 2002. - J. Liang and T. D. Tran,
"DCT-based general structure for linear phase paraunitary filter banks,"
*Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing*, vol. 2, pp. 1169-1172, Orlando, May 2002. - Y. J. Chen, S. Oraintara, T. D. Tran, and T. Q. Nguyen,
"Multiplierless approximation of transforms using lifting scheme and
coordinate descent with adder constraint,"
*Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing*, vol. 3, pp. 3136-3139, Orlando, May 2002. - W. Dai and T. D. Tran, "Regularity-constrained pre- and post-filtering
for block-based coding and communication systems,"
*Proc. 3rd IEEE Int. Conf. on Information, Communications, and Signal Processing (ICICS2001)*, Singapore, Oct. 2001.*Invited Paper.* - J. Liang, C. Tu, and T. D. Tran, "Fast lapped transforms via
time-domain pre- and post-processing,"
*Proc. 3rd IEEE Int. Conf. on Information, Communications, and Signal Processing (ICICS2001)*, Singapore, Oct. 2001.*Invited Paper.* - T. D. Tran and C. Tu, "Lapped transform based video coding,"
*Proc. SPIE Applications of Digital Image Processing XXIV*, pp. 319-333, San Diego, Aug. 2001. - C. Tu and T. D. Tran, "Context based entropy coding of
block transform coefficients for image compression,"
*Proc. SPIE Applications of Digital Image Processing XXIV*, pp. 377-389, San Diego, Aug. 2001. - T. D. Tran,
"Lapped transform via time-domain pre- and post-processing,"
*35th Annual Conference on Information Sciences and Systems*, pp. 890-895, Baltimore, MD, Mar. 2001.*Invited Paper.* - J. Liang and T. D. Tran,
"Approximating the DCT with the lifting scheme: systematic design
and applications,"
*Proc. 34th IEEE Asilomar Conference on Signals, Systems, and Computers*, vol. 1, pp. 192-196, Pacific Grove, Oct. 2000. - C. Tu, T. D. Tran, J. L. Prince, and P. N. Topiwala,
"Fast block-based motion estimation via DC matching,"
*Proc. 34th IEEE Asilomar Conference on Signals, Systems, and Computers,*vol. 2, pp. 1379-1383, Pacific Grove, Oct. 2000. - S. Chakrabartty, M. Stanacevic, and T. D. Tran,
"Adaptive image database using wavelets,"
*Proc. 34th IEEE Asilomar Conference on Signals, Systems, and Computers,*vol. 2, pp. 1856-1860, Pacific Grove, Oct. 2000. - R. L. de Queiroz, Z. Fan and T. D. Tran,
"Optimizing block-thresholding segmentation for MRC compression,"
*Proc. IEEE Intl. Conf. on Image Processing,*ICIP, vol. 2, pp. 597-600, Vancouver, Canada, Sep. 2000. - J. Liang and T. D. Tran,
"Fast multiplierless approximation of the DCT with the lifting scheme,"
*Proc. SPIE Applications of Digital Image Processing XXIII*, pp. 384-395, San Diego, Aug. 2000. - C. Tu, T. D. Tran, J. L. Prince, and P. N. Topiwala,
"Projection-based block motion estimation for video coding,"
*Proc. SPIE Applications of Digital Image Processing XXIII*, pp. 374-384, San Diego, Aug. 2000. - L. C. Duval, V. Bui-Tran, T. Q. Nguyen, and T. D. Tran,
"GenLOT optimization techniques for seismic data compression,"
*Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing,*vol. 4, pp. 2111-2114, Istanbul, Turkey, Jun. 2000. - L. C. Duval, V. Bui-Tran, T. Q. Nguyen, and T. D. Tran,
"Seismic data compression using GenLOT: towards optimality?,"
*Proc. Data Compression Conference,*pp. 552, Snowbird, UT, Mar. 2000. - J. Liang, P. Xu, and T. D. Tran,
"A robust DCT-based low frequency watermarking scheme,"
*34th Annual Conference on Information Sciences and Systems*, vol. I, pp. TA5 1-6, Princeton, NJ, Mar. 2000. - B. Li and T. D. Tran,
"A very low bit-rate video codec based on lapped transform and overlapped
block motion compensation,"
*34th Annual Conference on Information Sciences and Systems*, vol. I, pp. TA5 19-24, Princeton, NJ, Mar. 2000. - V. Kasarabada, E. Simsek, and T. D. Tran,
"A wavelet-based image retrieval algorithm via mutual information,"
*Proc. IS&T/SPIE Symp. on Electronic Imaging, Storage and Retrieval for Media Databases,*pp. 450-460, San Jose, CA, Jan. 2000. - R. de Queiroz and T. D. Tran,
"A fast lapped transform for image coding,"
*Proc. IS&T/SPIE Symp. on Electronic Imaging, Image and Video Communications and Processing,*pp. 2-10, San Jose, CA, Jan. 2000. - T. D. Tran, "A fast multiplierless block transform for image and
video compression,"
*IEEE Int. Conf. on Image Processing,*vol. 3, pp. 822-826, Kobe, Japan, Oct. 1999. - T. D. Tran, "The LiftLT: fast lapped transforms via lifting steps,"
*IEEE Int. Conf. on Image Processing,*vol. 2, pp. 745-748, Kobe, Japan, Oct. 1999. - P. N. Topiwala and T. D. Tran, "Local zerotree coding,"
*IEEE Int. Conf. on Image Processing,*vol. 2, pp. 279-282, Kobe, Japan, Oct. 1999. - T. D. Tran, "
*M*-channel linear phase perfect reconstruction filter bank with integer coefficients,",*Proc. SPIE Wavelet Applications in Signal and Image Processing VII,*pp. 358-371, Denver, Jul. 1999.*Invited Paper*. - T. D. Tran, "Fast multiplierless approximation of the DCT,"
*33rd Annual Conference on Information Sciences and Systems*, vol. II, pp. 933-938, Baltimore, MD, Mar. 1999. - L. C. Duval, T. Q. Nguyen, and T. D. Tran,
"On progressive seismic data compression using GenLOT,"
*33rd Annual Conference on Information Sciences and Systems,*vol. II, pp. 956-959, Baltimore, MD, Mar. 1999. - S. Oraintara, P. Heller, T. D. Tran, and T. Q. Nguyen,
"Lattice structure for regular
*M*-channel filter banks," (invited paper),*2nd Int. Workshop on Transforms and Filter Banks,*Brandenburg, Germany, Mar. 1999. - T. D. Tran and T. Q. Nguyen,
"Lapped transforms of arbitrary block size,"
*Proc. 32nd IEEE Asilomar Conference on Signals, Systems, and Computers*, vol. 2, pp. 1416-1420, Pacific Grove, CA, Nov. 1998. - T. D. Tran, R. de Queiroz, and T. Q. Nguyen,
"Variable-length generalized lapped biorthogonal transform,"
*Proc. IEEE Int. Conf. on Image Processing*, vol. 3, pp. 697-701, Chicago, Oct. 1998. - M. Ikehara, T. D. Tran, and T. Q. Nguyen, "Generalized lapped
biorthogonal transform with integer coefficients,"
*Proc. IEEE Int. Conf. on Image Processing,*vol. 3, pp. 886-890, Chicago, Oct. 1998. - M. Helsingius, T. D. Tran, and T. Q. Nguyen,
"A GenLOT-based progressive image coder for low resolution images,"
*Proc. IEEE Int. Conf. on Image Processing,*vol. 2, pp. 312-316, Chicago, Oct. 1998. - S. Oraintara, T. D. Tran, and T. Q. Nguyen,
"On the study of diamond-shape filter banks and an application in
image compression,"
*Proc. IEEE DSP Workshop,*Bryce Canyon National Park, Utah, Aug. 1998. - T. D. Tran and T. Q. Nguyen,
"A lapped transform embedded image coder,"
*Proc. IEEE Int. Symp. on Circuits and Systems,*vol. 4, pp. 1-4, Monterey, May 1998. - T. D. Tran, R. de Queiroz, and T. Q. Nguyen,
"The generalized lapped biorthogonal transform,"
*Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing,*vol. 3, pp. 1441-1444, Seattle, May 1998. - T. D. Tran, T. Q. Nguyen, and Y. H. Hu,
"A perceptually-tuned block-transform-based progressive transmission
image coder,"
*Proc. 31st IEEE Asilomar Conference on Signals, Systems, and Computers,*vol. 2, pp. 1000-1004, Pacific Grove, Nov. 1997. - T. D. Tran and T. Q. Nguyen, "A progressive transmission image coder
using linear phase paraunitary filter banks,"
*Proc. 31st IEEE Asilomar Conference on Signals, Systems, and Computers,*vol. 1, pp. 679-683, Pacific Grove, CA, Nov. 1997. - M. Ikehara, T. D. Tran, and T. Q. Nguyen,
"Linear phase paraunitary filter banks with unequal-length filters,"
*Proc. IEEE Int. Conf. on Image Processing,*vol. 2, pp. 223-226, Santa Barbara, Oct. 1997.

- T. D. Tran and T. Q. Nguyen, "Generalized lapped orthogonal transform
with unequal-length basis functions,"
*Proc. IEEE Int. Symp. on Circuits and Systems,*vol. 2, pp. 1385-1388, Hong Kong, Jun. 1997.

- T. D. Tran and R. Safranek, "A locally adaptive perceptual masking
threshold model for image coding,"
*Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing,*vol. 4, pp. 1882-1885, Atlanta, May 1996. - T. D. Tran and T. Q. Nguyen,
"On arbitrary-length
*M*-channel linear-phase FIR filter banks,"*Proc. 29th IEEE Asilomar Conference on Signals, Systems, and Computers,*vol. 1, pp. 61-65, Pacific Grove, CA, Nov. 1995.

Volumes Edited

- J. L. Prince and T. D. Tran, Editors,
*Proceedings of the 33rd Annual Conference on Information Sciences and Systems,*The Johns Hopkins University, Baltimore, MD, Mar. 1999.

Theses

- T. D. Tran, "Linear Phase Perfect Reconstruction Filter Bank: Theory, Structure, Design,
and Application in Image Compression,"
*Ph.D. Thesis*, University of Wisconsin-Madison, WI, May 1998. - T. D. Tran, "A locally adaptive perceptual masking
threshold model for image coding,"
*Master Thesis*, MIT, Cambridge, MA, May 1993.

Patents

- L. H. Nguyen and T. D. Tran,
"Method and system for removal of noise in signal,"
*U.S. Patent No. 9,172,476.*Oct. 2015. - L. H. Nguyen and T. D. Tran,
"Apparatus and method for sampling and reconstruction of
wide bandwidth signals below Nyquist rate,"
*U.S. Patent No. 8,861,588.*Oct. 2014. - L. H. Nguyen and T. D. Tran,
"Method and system for image registration and change detection,"
*U.S. Patent No. 8,620,093.*Dec. 2013. - T. D. Tran and P. N. Topiwala,
"Fast multiplierless integer invertible transforms,"
*U.S. Patent No. 8,548,265.*Oct. 2013. - T. D. Tran, L. Liu, and P. N. Topiwala,
"System of master reconstruction schemes for pyramid
decomposition,"
*U.S. Patent No. 8,155,462.*Apr. 2012. - T. D. Tran and P. N. Topiwala,
"Fast signal transforms with lifting steps,"
*U.S. Patent No. RE40,081*, Feb. 2008. - T. D. Tran and P. N. Topiwala,
"Method for local zerotree image coding,"
*U.S. Patent No. 6,771,829*, Aug. 2004. - T. D. Tran and P. N. Topiwala,
Fast lapped image transforms using lifting steps,
*U.S. Patent No. 6,421,464*, Jul. 2002.

- R. L. de Queiroz, Z. Fan, and Trac D. Tran,
Method and apparatus for segmenting data to create mixed raster content
planes,
*U.S. Patent No. 6,373,981*, Apr. 2002.

- T. Q. Nguyen, T. D. Tran, Y. H. Hu,
Image compression system using block transforms and tree-type
coefficient truncation,
*U.S. Patent No. 6,101,279*, Aug. 2000.