Trac D. Tran
Orcid: 0000-0002-0421-8416Affiliations:
- Johns Hopkins University, Baltimore, Department of Electrical and Computer Engineering
According to our database1,
Trac D. Tran
authored at least 224 papers
between 1996 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2014, "For contributions to multirate and sparse signal processing".
Timeline
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Online presence:
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Bibliography
2024
CoRR, 2024
2023
Improving Low-Latency Mono-Channel Speech Enhancement by Compensation Windows in STFT Analysis.
Proceedings of the Complex Networks & Their Applications XII, 2023
2022
Approximate Message Passing With Parameter Estimation for Heavily Quantized Measurements.
IEEE Trans. Signal Process., 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
2021
IEEE Trans. Geosci. Remote. Sens., 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Bayesian Massive MIMO Channel Estimation with Parameter Estimation Using Low-Resolution ADCs.
Proceedings of the IEEE International Conference on Acoustics, 2021
EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
IEEE Trans. Image Process., 2020
A short review of well-known image codecs and observations and root cause of some strange behaviors in image compression codecs.
Signal Image Video Process., 2020
Detection and Confirmation of Multiple Human Targets Using Pixel-Wise Code Aperture Measurements.
J. Imaging, 2020
2D+3D Facial Expression Recognition via Discriminative Dynamic Range Enhancement and Multi-Scale Learning.
CoRR, 2020
CoRR, 2020
1-Bit Compressive Sensing via Approximate Message Passing with Built-in Parameter Estimation.
CoRR, 2020
2019
IEEE Trans. Signal Process., 2019
Signal Image Video Process., 2019
Deep Learning-Based Target Tracking and Classification for Low Quality Videos Using Coded Aperture Cameras.
Sensors, 2019
A Comparison of Compression Codecs for Maritime and Sonar Images in Bandwidth Constrained Applications.
Comput., 2019
Tracking and Classification of Multiple Human Objects Directly in Compressive Measurement Domain for Low Quality Optical Videos.
Proceedings of the 10th IEEE Annual Ubiquitous Computing, 2019
Multiple Human Objects Tracking and Classification Directly in Compressive Measurement Domain for Long Range Infrared Videos.
Proceedings of the 10th IEEE Annual Ubiquitous Computing, 2019
Proceedings of the IEEE International Symposium on Information Theory, 2019
A Generative Adversarial Neural Network for Beamforming Ultrasound Images Invited Presentation.
Proceedings of the 53rd Annual Conference on Information Sciences and Systems, 2019
Reducing Sampling Ratios and Increasing Number of Estimates Improve Bagging in Sparse Regression.
Proceedings of the 53rd Annual Conference on Information Sciences and Systems, 2019
Deep CNN for Extraction of Sidelobes from SAR Imagery in Spectrally Restricted Environment.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
2018
IEEE Trans. Circuits Syst. Video Technol., 2018
CoRR, 2018
Proceedings of the 9th IEEE Annual Ubiquitous Computing, 2018
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Using Deep Learning to Extract Scenery Information in Real Time Spatiotemporal Compressed Sensing.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 2nd International Conference on Vision, Image and Signal Processing, 2018
Proceedings of the 2nd International Conference on Vision, Image and Signal Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
A Greedy Pursuit Algorithm for Separating Signals from Nonlinear Compressive Observations.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Reconstruction-Free Deep Convolutional Neural Networks for Partially Observed Images.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
2017
Critical Points Of An Autoencoder Can Provably Recover Sparsely Used Overcomplete Dictionaries.
CoRR, 2017
Proceedings of the IEEE 60th International Midwest Symposium on Circuits and Systems, 2017
Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Live demonstration: A compact all-CMOS spatiotemporal compressed sensing video camera.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
Automatic Vertebra Labeling in Large-Scale 3D CT Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization.
Proceedings of the Information Processing in Medical Imaging, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
A comprehensive performance comparison of RFI mitigation techniques for UWB radar signals.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Sparse signal recovery using generalized approximate message passing with built-in parameter estimation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE Applied Imagery Pattern Recognition Workshop, 2017
2016
IEEE Trans. Signal Process., 2016
IEEE Trans. Circuits Syst. I Regul. Pap., 2016
Communication Channel Analysis and Real Time Compressed Sensing for High Density Neural Recording Devices.
IEEE Trans. Circuits Syst. I Regul. Pap., 2016
A Fully Integrated Wireless Compressed Sensing Neural Signal Acquisition System for Chronic Recording and Brain Machine Interface.
IEEE Trans. Biomed. Circuits Syst., 2016
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Approximate Message Passing with Built-in Parameter Estimation for Sparse Signal Recovery.
CoRR, 2016
Proceedings of the Video Analytics. Face and Facial Expression Recognition and Audience Measurement, 2016
Proceedings of the Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Dimensionality reduction for image classification via mutual information maximization.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
2015
Task-Driven Dictionary Learning for Hyperspectral Image Classification With Structured Sparsity Constraints.
IEEE Trans. Geosci. Remote. Sens., 2015
Subspace Vertex Pursuit: A Fast and Robust Near-Separable Nonnegative Matrix Factorization Method for Hyperspectral Unmixing.
IEEE J. Sel. Top. Signal Process., 2015
ICR: Iterative Convex Refinement for Sparse Signal Recovery Using Spike and Slab Priors.
CoRR, 2015
Interpretable exemplar-based shape classification using constrained sparse linear models.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015
Estimation and extraction of radio-frequency interference from ultra-wideband radar signals.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Hierarchical Sparse and Collaborative Low-Rank representation for emotion recognition.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Multi-sensor classification via sparsity-based representation with low-rank interference.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
High-speed compressed sensing measurement using spectrally-encoded ultrafast laser pulses.
Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015
CMOS implementation of pixel-wise coded exposure imaging for insect-based sensor node.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015
Compressed sensing block-wise exposure control algorithm using optical flow estimation.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015
Targeted Dot Product Representation for Friend Recommendation in Online Social Networks.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015
2014
Abundance Estimation for Bilinear Mixture Models via Joint Sparse and Low-Rank Representation.
IEEE Trans. Geosci. Remote. Sens., 2014
An Efficient and Compact Compressed Sensing Microsystem for Implantable Neural Recordings.
IEEE Trans. Biomed. Circuits Syst., 2014
Energy-Efficient Multi-Mode Compressed Sensing System for Implantable Neural Recordings.
IEEE Trans. Biomed. Circuits Syst., 2014
IEEE Trans. Aerosp. Electron. Syst., 2014
Structured Priors for Sparse-Representation-Based Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Task-driven dictionary learning for hyperspectral image classification with structured sparsity priors.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Radio-frequency interference separation and suppression from ultrawideband radar data via low-rank modeling.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Multi-task image classification via collaborative, hierarchical spike-and-slab priors.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Subspace vertex pursuit for separable non-negative matrix factorization in hyperspectral unmixing.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014
Joint sparse and low-rank model for radio-frequency interference suppression in ultra-wideband radar applications.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
2013
IEEE Trans. Inf. Theory, 2013
Exact Recoverability From Dense Corrupted Observations via ℓ<sub>1</sub>-Minimization.
IEEE Trans. Inf. Theory, 2013
IEEE Trans. Geosci. Remote. Sens., 2013
IEEE Geosci. Remote. Sens. Lett., 2013
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Reconstruction of neural action potentials using signal dependent sparse representations.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
Temporal rate up-conversion of synthetic aperture radar via low-rank matrix recovery.
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Hyperspectral abundance estimation for the generalized bilinear model with joint sparsity constraint.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Energy-efficient two-stage Compressed Sensing method for implantable neural recordings.
Proceedings of the 2013 IEEE Biomedical Circuits and Systems Conference (BioCAS), Rotterdam, The Netherlands, October 31, 2013
Proceedings of the American Control Conference, 2013
2012
IEEE Trans. Signal Process., 2012
IEEE J. Emerg. Sel. Topics Circuits Syst., 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the 31st IEEE Military Communications Conference, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
2011
IEEE Trans. Geosci. Remote. Sens., 2011
IEEE Signal Process. Lett., 2011
IEEE Geosci. Remote. Sens. Lett., 2011
IEEE J. Sel. Top. Signal Process., 2011
Random projection as dimensionality reduction and its effect on classical target recognition and anomaly detection techniques.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Robust recovery of synthetic aperture radar data from uniformly under-sampled measurements.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the 14th International Conference on Information Fusion, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
A sparsity-driven joint image registration and change detection technique for SAR imagery.
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
IEEE Trans. Image Process., 2009
Proceedings of the 41st Annual ACM Symposium on Theory of Computing, 2009
Proceedings of the 2009 IEEE International Workshop on Multimedia Signal Processing, 2009
Implementation and application of local computation of wavelet coefficients in the dual-tree complex wavelets.
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
Rational canonical form of polyphase matrices with applications to designing paraunitary filter banks.
Proceedings of the IEEE International Conference on Acoustics, 2009
A fast and efficient algorithm for low rank matrix recovery from incomplete observations.
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009
2008
IEEE Trans. Signal Process., 2008
Local computation and estimation of wavelet coefficients in the dual-tree complex wavelet transform.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
2007
IEEE Trans. Image Process., 2007
IEEE Trans. Image Process., 2007
IEEE Trans. Circuits Syst. Video Technol., 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Discrete-Time Dithering Technique for Designing Time-Varying Signal Adapted Filter Banks.
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007
2006
IEEE Trans. Image Process., 2006
A Complete Image Compression Scheme Based on Overlapped Block Transform with Post-Processing.
EURASIP J. Adv. Signal Process., 2006
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
Proceedings of the International Conference on Image Processing, 2006
Multiplierless Design of Biorthogonal Dual-Tree Complex Wavelet Transform using Lifting Scheme.
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006
2005
Optimal block boundary pre/postfiltering for wavelet-based image and video compression.
IEEE Trans. Image Process., 2005
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 Data Compression Conference (DCC 2005), 2005
2004
Proceedings of the 2004 International Conference on Image Processing, 2004
On resizing images in the dct domain.
Proceedings of the 2004 International Conference on Image Processing, 2004
Optimal block boundary pre/post-filtering for wavelet-based image and video compression.
Proceedings of the 2004 International Conference on Image Processing, 2004
2003
IEEE Trans. Signal Process., 2003
A class of regular biorthogonal linear-phase filterbanks: theory, structure, and application in image coding.
IEEE Trans. Signal Process., 2003
IEEE Trans. Signal Process., 2003
IEEE Trans. Signal Process., 2003
On efficient implementation of oversampled linear phase perfect reconstruction filter banks.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
IEEE Trans. Signal Process., 2002
IEEE Trans. Image Process., 2002
On the completeness of the lattice factorization for linear-phase perfect reconstruction filter banks.
IEEE Signal Process. Lett., 2002
IEEE Signal Process. Lett., 2002
Rate-distortion optimization of macroblock-based progressive fine granularity scalable video codec.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Multiplierless approximation of transforms using lifting scheme and coordinate descent with adder constraint.
Proceedings of the IEEE International Conference on Acoustics, 2002
2001
Lattice structure for regular paraunitary linear-phase filterbanks and M-band orthogonal symmetric wavelets.
IEEE Trans. Signal Process., 2001
IEEE Trans. Signal Process., 2001
2000
Linear-phase perfect reconstruction filter bank: lattice structure, design, and application in image coding.
IEEE Trans. Signal Process., 2000
Optimizing block-thresholding segmentation for multilayer compression of compound images.
IEEE Trans. Image Process., 2000
IEEE Signal Process. Lett., 2000
IEEE Signal Process. Lett., 2000
Proceedings of the Storage and Retrieval for Media Databases 2000, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the Data Compression Conference, 2000
1999
Linear phase paraunitary filter bank with filters of different lengths and its application in image compression.
IEEE Trans. Signal Process., 1999
A progressive transmission image coder using linear phase uniform filterbanks as block transforms.
IEEE Trans. Image Process., 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
1998
The Variable-Length Generalized Lapped Biorthogonal Transform.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Generalized Lapped Biorthogonal Transforms with Integer Coefficients.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
1997
IEEE Trans. Signal Process., 1997
1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996