Trac Duy Tran
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Trac Duy Tranengineering Degrees
Engineering
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Electrical Engineering
#1965
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Applied Physics
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Engineering
Trac Duy Tran's Degrees
- PhD Electrical Engineering University of California, Riverside
- Masters Electrical Engineering University of California, Riverside
- Bachelors Electrical Engineering University of California, Riverside
Why Is Trac Duy Tran Influential?
(Suggest an Edit or Addition)Trac Duy Tran's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Hyperspectral Image Classification Using Dictionary-Based Sparse Representation (2011) (1000)
- Sparsity adaptive matching pursuit algorithm for practical compressed sensing (2008) (493)
- Hyperspectral Image Classification via Kernel Sparse Representation (2011) (481)
- Fast and Efficient Compressive Sensing Using Structurally Random Matrices (2011) (351)
- Sparse Representation for Target Detection in Hyperspectral Imagery (2011) (331)
- Fast multiplierless approximations of the DCT with the lifting scheme (2001) (315)
- Fast compressive imaging using scrambled block Hadamard ensemble (2008) (197)
- Distributed compressed video sensing (2009) (197)
- The binDCT: fast multiplierless approximation of the DCT (2000) (180)
- Linear-phase perfect reconstruction filter bank: lattice structure, design, and application in image coding (2000) (172)
- Lapped transform via time-domain pre- and post-filtering (2003) (166)
- Fast compressive sampling with structurally random matrices (2008) (165)
- Simultaneous Joint Sparsity Model for Target Detection in Hyperspectral Imagery (2011) (146)
- Robust Lasso With Missing and Grossly Corrupted Observations (2011) (137)
- Context-based entropy coding of block transform coefficients for image compression (2001) (122)
- On M-channel linear phase FIR filter banks and application in image compression (1997) (114)
- Exact Recoverability From Dense Corrupted Observations via $\ell _{1}$-Minimization (2011) (113)
- Adversarial deep structured nets for mass segmentation from mammograms (2017) (106)
- Structured Priors for Sparse-Representation-Based Hyperspectral Image Classification (2014) (100)
- A Fully Integrated Wireless Compressed Sensing Neural Signal Acquisition System for Chronic Recording and Brain Machine Interface (2016) (98)
- Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization (2017) (94)
- Abundance Estimation for Bilinear Mixture Models via Joint Sparse and Low-Rank Representation (2014) (93)
- Sparse coding for speech recognition (2010) (85)
- A progressive transmission image coder using linear phase uniform filterbanks as block transforms (1999) (84)
- Lattice structure for regular paraunitary linear-phase filterbanks and M-band orthogonal symmetric wavelets (2001) (83)
- Exploiting Sparsity in Hyperspectral Image Classification via Graphical Models (2013) (78)
- An Efficient and Compact Compressed Sensing Microsystem for Implantable Neural Recordings (2014) (69)
- A fast and efficient algorithm for low-rank approximation of a matrix (2009) (66)
- Task-Driven Dictionary Learning for Hyperspectral Image Classification With Structured Sparsity Constraints (2015) (64)
- Optimizing block-thresholding segmentation for multilayer compression of compound images (2000) (61)
- Tensor sparsification via a bound on the spectral norm of random tensors (2010) (60)
- Linear phase paraunitary filter bank with filters of different lengths and its application in image compression (1999) (59)
- High-speed flow microscopy using compressed sensing with ultrafast laser pulses. (2015) (58)
- Multiplierless approximation of transforms with adder constraint (2002) (57)
- Robust multi-sensor classification via joint sparse representation (2011) (56)
- Deep Learning to Obtain Simultaneous Image and Segmentation Outputs From a Single Input of Raw Ultrasound Channel Data (2020) (55)
- A Deep Learning Based Alternative to Beamforming Ultrasound Images (2018) (52)
- Regularizing face verification nets for pain intensity regression (2017) (51)
- A class of regular biorthogonal linear-phase filterbanks: theory, structure, and application in image coding (2003) (50)
- Sparse models and sparse recovery for ultra-wideband SAR applications (2014) (50)
- Efficient and Robust RFI Extraction Via Sparse Recovery (2016) (50)
- Fast multiplierless approximation of the DCT with the lifting scheme (2000) (50)
- Structured Sparse Priors for Image Classification (2013) (49)
- S3D: Stacking Segmental P3D for Action Quality Assessment (2018) (44)
- On resizing images in the DCT domain (2004) (41)
- M-channel linear phase perfect reconstruction filter bank with rational coefficients (2002) (40)
- Data rescue in the Southeast Asia and South Pacific region (2004) (39)
- Compact all-CMOS spatiotemporal compressive sensing video camera with pixel-wise coded exposure. (2016) (38)
- Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes (2017) (38)
- Sparse Signal Recovery via Generalized Entropy Functions Minimization (2017) (38)
- A locally adaptive perceptual masking threshold model for image coding (1996) (37)
- Bum scar detection using cloudy MODIS images via low-rank and sparsity-based models (2016) (37)
- Multi-task image classification via collaborative, hierarchical spike-and-slab priors (2014) (36)
- A minimally invasive lens-free computational microendoscope (2019) (36)
- Energy-Efficient Multi-Mode Compressed Sensing System for Implantable Neural Recordings (2014) (36)
- Iterative Convex Refinement for Sparse Recovery (2015) (34)
- Multiple Description Coding With Prediction Compensation (2009) (34)
- Stepwise Optimal Subspace Pursuit for Improving Sparse Recovery (2011) (32)
- Robust face recognition using locally adaptive sparse representation (2010) (32)
- FAST MULTIPLIERLESS APPROXIMATION OF THE DCT (1999) (30)
- A Complete Image Compression Scheme Based on Overlapped Block Transform with Post-Processing (2006) (30)
- Collaborative Multi-Sensor Classification Via Sparsity-Based Representation (2014) (29)
- Structured Dictionary Learning for Classification (2014) (29)
- A Scale Invariant Flatness Measure for Deep Network Minima (2019) (29)
- Regularity-constrained pre- and post-filtering for block DCT-based systems (2003) (27)
- Robust Short-Lag Spatial Coherence Imaging (2018) (27)
- The generalized lapped biorthogonal transform (1998) (27)
- A Generative Adversarial Neural Network for Beamforming Ultrasound Images Invited Presentation (2019) (27)
- Group structured dirty dictionary learning for classification (2014) (26)
- Kernel sparse representation for hyperspectral target detection (2012) (26)
- Performance comparison of leading image codecs: H.264/AVC Intra, JPEG2000, and Microsoft HD Photo (2007) (26)
- A closed-loop compressive-sensing-based neural recording system (2015) (26)
- RFI-radar signal separation via simultaneous low-rank and sparse recovery (2016) (25)
- Compressive Vehicle Tracking Using Deep Learning (2018) (24)
- Rational Coefficient Dual-Tree Complex Wavelet Transform: Design and Implementation (2008) (23)
- Ultrawideband compressed sensing of arbitrary multi-tone sparse radio frequencies using spectrally encoded ultrafast laser pulses. (2015) (23)
- Classification for hyperspectral imagery based on sparse representation (2010) (23)
- A Complexity Scalable Universal DCT Domain Image Resizing Algorithm (2007) (23)
- Supervised Deep Sparse Coding Networks for Image Classification (2020) (22)
- Compressive object tracking and classification using deep learning for infrared videos (2019) (22)
- Deep Learning-Based Target Tracking and Classification for Low Quality Videos Using Coded Aperture Cameras (2019) (22)
- Adaptive runlength coding (2002) (22)
- Real-Time and Deep Learning Based Vehicle Detection and Classification Using Pixel-Wise Code Exposure Measurements (2020) (21)
- Optical Flow Approximation of Sub-Pixel Accurate Block Matching for Video Coding (2007) (21)
- A fast multiplierless block transform for image and video compression (1999) (21)
- The LiftLT: fast lapped transforms via lifting steps (2000) (21)
- Robust Transmit Nulling in Wideband Arrays (2014) (21)
- Robust and adaptive extraction of RFI signals from ultra-wideband radar data (2012) (20)
- Target Tracking and Classification Using Compressive Measurements of MWIR and LWIR Coded Aperture Cameras (2019) (20)
- ATR performance improvement using images with corrupted or missing pixels (2018) (20)
- Deep Learning Based Target Tracking and Classification for Infrared Videos Using Compressive Measurements (2019) (19)
- Target tracking and classification directly in compressive measurement for low quality videos (2019) (18)
- Adaptive block-based image coding with pre-/post-filtering (2005) (18)
- On the completeness of the lattice factorization for linear-phase perfect reconstruction filter banks (2002) (18)
- Linear Disentangled Representation Learning for Facial Actions (2017) (18)
- Detection and Confirmation of Multiple Human Targets Using Pixel-Wise Code Aperture Measurements (2020) (18)
- Effects of linear projections on the performance of target detection and classification in hyperspectral imagery (2011) (17)
- Hierarchical sparse modeling using Spike and Slab priors (2013) (17)
- The LiftLT: fast-lapped transforms via lifting steps (1999) (17)
- Multiplierless approximation of transforms using lifting scheme and coordinate descent with adder constraint (2002) (17)
- Radio frequency interference suppression in ultra-wideband synthetic aperture radar using range-azimuth sparse and low-rank model (2016) (17)
- Tracking and Classification of Multiple Human Objects Directly in Compressive Measurement Domain for Low Quality Optical Videos (2019) (16)
- Performance comparison of JPEG2000 and H.264/AVC high profile intra-frame coding on HD video sequences (2006) (16)
- Multiple Human Objects Tracking and Classification Directly in Compressive Measurement Domain for Long Range Infrared Videos (2019) (16)
- BinDCT and its efficient VLSI architectures for real-time embedded applications (2005) (16)
- Error resilient pre/post-filtering for DCT-based block coding systems (2006) (16)
- Sparse Coding and Autoencoders (2017) (15)
- Sparse signal recovery based on nonconvex entropy minimization (2016) (15)
- Projection-based block-matching motion estimation (2000) (14)
- EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation (2020) (14)
- Undersampled Boundary Pre-/Postfilters for Low Bit-Rate DCT-Based Block Coders (2007) (14)
- A progressive transmission image coder using linear phase paraunitary filter banks (1997) (14)
- DCT-based general structure for linear-phase paraunitary filterbanks (2003) (14)
- Subspace Vertex Pursuit: A Fast and Robust Near-Separable Nonnegative Matrix Factorization Method for Hyperspectral Unmixing (2015) (14)
- Optimizing block-threshold segmentation for MRC compression (2000) (14)
- Perceptually Lossless Image Compression with Error Recovery (2018) (14)
- Supervised Multilayer Sparse Coding Networks for Image Classification (2017) (14)
- Radio-frequency interference separation and suppression from ultrawideband radar data via low-rank modeling (2014) (14)
- Fast and efficient dimensionality reduction using Structurally Random Matrices (2009) (14)
- Chemical plume detection in hyperspectral imagery via joint sparse representation (2012) (14)
- Transferring Face Verification Nets To Pain and Expression Regression (2017) (14)
- Supervised Deep Sparse Coding Networks (2017) (13)
- Real Time Compressive Sensing Video Reconstruction in Hardware (2012) (13)
- A Comparison of Compression Codecs for Maritime and Sonar Images in Bandwidth Constrained Applications (2019) (13)
- Endmember extraction in hyperspectral images using l-1 minimization and linear complementary programming (2010) (13)
- Sparsity-based classification of hyperspectral imagery (2010) (13)
- A dictionary learning algorithm for multi-channel neural recordings (2014) (13)
- Target tracking and classification using compressive sensing camera for SWIR videos (2019) (12)
- Approximating the DCT with the lifting scheme: systematic design and applications (2000) (12)
- Design of a Digital Address-Event Triggered Compressive Acquisition Image Sensor (2016) (12)
- A sparsity-driven joint image registration and change detection technique for SAR imagery (2010) (12)
- The variable-length generalized lapped biorthogonal transform (1998) (12)
- Communication Channel Analysis and Real Time Compressed Sensing for High Density Neural Recording Devices (2016) (12)
- Optimal block boundary pre/postfiltering for wavelet-based image and video compression (2005) (12)
- Wiener Filter-Based Error Resilient Time-Domain Lapped Transform (2007) (12)
- Rotating plasticity and nonshakedown collapse modes for elastic–plastic bodies under cyclic loads (2016) (12)
- Low-rank matrices recovery via entropy function (2016) (11)
- Estimation and extraction of radio-frequency interference from ultra-wideband radar signals (2015) (11)
- Sparse signal recovery using generalized approximate message passing with built-in parameter estimation (2016) (11)
- Optimal Pre- and Post-Processing for JPEG2000 Tiling Artifact Removal (2003) (11)
- Partial face recognition: A sparse representation-based approach (2016) (11)
- On context-based entropy coding of block transform coefficients (2002) (11)
- Structured sparse representation with low-rank interference (2014) (11)
- Widefield compressive multiphoton microscopy. (2018) (11)
- An Unsupervised Compressed Sensing Algorithm for Multi-Channel Neural Recording and Spike Sorting (2018) (11)
- On arbitrary-length, M-channel linear-phase FIR filter banks (1995) (11)
- Joint sparse and low-rank model for radio-frequency interference suppression in ultra-wideband radar applications (2014) (11)
- SAR image compression using wavelets (2001) (10)
- An unsupervised dictionary learning algorithm for neural recordings (2015) (10)
- Energy-efficient two-stage Compressed Sensing method for implantable neural recordings (2013) (10)
- Error resilient pre-/post-filtering for DCT-based block coding systems (2003) (10)
- Multiplierless Design of Biorthogonal Dual-Tree Complex Wavelet Transform using Lifting Scheme (2006) (10)
- Fast approximations of the orthogonal dual-tree wavelet bases (2005) (10)
- GenLOT optimization techniques for seismic data compression (2000) (9)
- Lifting-based Laplacian Pyramid reconstruction schemes (2008) (9)
- Perceptually Lossless Video Compression with Error Concealment (2018) (9)
- Very low bit-rate video compression using wavelets (2001) (9)
- DCT-based general structure for linear phase paraunitary filter banks (2002) (9)
- Temporal rate up-conversion of synthetic aperture radar via low-rank matrix recovery (2013) (9)
- Deep Learning Based Target Tracking and Classification Directly in Compressive Measurement for Low Quality Videos (2019) (9)
- Video frame interpolation via weighted robust principal component analysis (2013) (8)
- Reconstruction of neural action potentials using signal dependent sparse representations (2013) (8)
- A fast and efficient heuristic nuclear-norm algorithm for affine rank minimization (2009) (8)
- Matrix sparsification via the Khintchine inequality (2010) (8)
- Robust recovery of synthetic aperture radar data from uniformly under-sampled measurements (2011) (8)
- A perceptually-tuned block-transform-based progressive transmission image coder (1997) (8)
- Adaptive runlength coding (2003) (8)
- Fast-lapped transform for image coding (2000) (8)
- A comprehensive performance comparison of RFI mitigation techniques for UWB radar signals (2017) (8)
- A lapped transform progressive image coder (1998) (8)
- Hierarchical Sparse and Collaborative Low-Rank representation for emotion recognition (2014) (7)
- Robust joint down- and cross-range sparse recovery of raw ultra-wideband SAR data (2014) (7)
- Interference separation for UWB radar signals from entropy-driven robust PCA (2017) (7)
- A family of lapped regular transforms with integer coefficients (2002) (7)
- Video error concealment using sparse recovery and local dictionaries (2011) (6)
- Lapped-transform-based video coding (2001) (6)
- Perceptually Lossless Compression with Error Concealment for Periscope and Sonar Videos (2019) (6)
- Sparse subspace target detection for hyperspectral imagery (2010) (6)
- Joint Down-Range and Cross-Range RFI Suppression in Ultra-Wideband SAR (2021) (6)
- On efficient implementation of oversampled linear phase perfect reconstruction filter banks (2003) (6)
- Error concealment via 3-mode tensor approximation (2011) (6)
- Video concealment via matrix completion at high missing rates (2010) (6)
- Optimal block boundary pre/post-filtering for wavelet-based image and video compression (2004) (6)
- Generative adversarial networks for recovering missing spectral information (2018) (5)
- One-Step Deep Learning Approach to Ultrasound Image Formation and Image Segmentation with a Fully Convolutional Neural Network (2019) (5)
- Discriminative dictionary design using LVQ for hyperspectral image classification (2012) (5)
- Simultaneous sparse recovery for unsupervised hyperspectral unmixing (2011) (5)
- 2D+3D Facial Expression Recognition via Discriminative Dynamic Range Enhancement and Multi-Scale Learning (2020) (5)
- Further results on DCT-based linear phase paraunitary filter banks (2002) (5)
- Design of FIR Paraunitary Approximations to Principal Component Filter Banks (2006) (5)
- Two-Dimensional Wiener Filters for Error Resilient Time Domain Lapped Transform (2006) (5)
- ICR: Iterative Convex Refinement for Sparse Signal Recovery Using Spike and Slab Priors (2015) (5)
- M-channel linear-phase perfect reconstruction filter bank with integer coefficients (1999) (5)
- CMOS implementation of pixel-wise coded exposure imaging for insect-based sensor node (2015) (4)
- Critical Points Of An Autoencoder Can Provably Recover Sparsely Used Overcomplete Dictionaries (2017) (4)
- An 8×8 IEEE-Compliant Lifting-Based Multiplierless IDCT Structure and Algorithm (2007) (4)
- Separation of radio-frequency interference from SAR signals via dictionary learning (2018) (4)
- Block Transforms in Progressive Image Coding (2002) (4)
- Discriminative graphical models for sparsity-based hyperspectral target detection (2012) (4)
- Sparsity-based face recognition using discriminative graphical models (2011) (4)
- Segmentation of thalamus from MR images via task-driven dictionary learning (2016) (4)
- Pose-Selective Max Pooling for Measuring Similarity (2016) (4)
- Using Deep Learning to Extract Scenery Information in Real Time Spatiotemporal Compressed Sensing (2018) (4)
- Recent Advances in Remote Spectral Sensing (2016) (4)
- Factorization of paraunitary polyphase matrices using subspace projections (2008) (3)
- Wiener filtering for generalized error resilient time domain lapped transform (2005) (3)
- Flexible resizing algorithms for video transcoding (2005) (3)
- Fast block-based motion estimation via DC matching (2000) (3)
- Seismic data compression using GenLOT: towards "optimality"? (2000) (3)
- Generalized lapped biorthogonal transforms with integer coefficients (1998) (3)
- Wideband Adaptive Beamforming Using Linear Phase Filterbanks (2006) (3)
- 72 MHz A-scan optical coherence tomography using continuous high-rate photonically-enabled compressed sensing (CHiRP-CS) (2016) (3)
- Modern transform design for advanced image/video coding applications (2008) (3)
- 1-Bit Compressive Sensing via Approximate Message Passing with Built-in Parameter Estimation (2020) (3)
- Multiple Description Image Codingwith Prediction Compensation (2007) (3)
- Nonnegative matrix factorization with gradient vertex pursuit (2015) (3)
- Spatiotemporal compressed sensing for video compression (2017) (3)
- Rate-Distortion Analysis of Multiplierless Lifting-based IDCT Approximations (2007) (3)
- General Reconstruction of Laplacian Pyramid and its Dual Frame Solutions (2007) (3)
- Joint sparsity for target detection (2011) (3)
- Model-based sub-Nyquist sampling and reconstruction technique for ultra-wideband (UWB) radar (2010) (3)
- High-speed compressed sensing measurement using spectrally-encoded ultrafast laser pulses (2015) (3)
- Linear Phase Perfect Reconstruction Filter Banks: Theory, Structure, Design, And Application In Imag (1999) (3)
- A GenLOT-based progressive image coder for low resolution images (1998) (3)
- RECONSTRUCTION-FREE DEEP CONVOLUTIONAL NEURAL NETWORKS FOR PARTIALLY OBSERVED IMAGES (2018) (2)
- Principal component filter bank for band partitioned sidelobe cancellation (2005) (2)
- From 16-bit to high-accuracy IDCT approximation: fruits of single architecture affliation (2007) (2)
- On Local Computation of Wavelet Coefficients in the Dual-tree CWT (2006) (2)
- Hyperspectral abundance estimation for the generalized bilinear model with joint sparsity constraint (2013) (2)
- Spectral Gaps Extrapolation for Stepped-Frequency SAR via Generative Adversarial Networks (2019) (2)
- Local sensing with global recovery (2015) (2)
- High-performance low-power BinDCT coprocessor for wireless video applications (2004) (2)
- Spectral Gap Extrapolation and Radio Frequency Interference Suppression Using 1D UNets (2021) (2)
- Robust video transmission using Layered Compressed Sensing (2009) (2)
- Optical Flow Estimation Via Motion Feature Recovery (2021) (2)
- Local computation and estimation of wavelet coefficients in the dual-tree complex wavelet transform (2008) (2)
- Approximate Message Passing with Built-in Parameter Estimation for Sparse Signal Recovery (2016) (2)
- Seismic Data Compression and QC Using Genlot (1999) (2)
- JOBS: Joint-Sparse Optimization from Bootstrap Samples (2018) (2)
- Live demonstration: A closed loop Compressive Sensing neural recording system (2014) (2)
- Bayesian Massive MIMO Channel Estimation with Parameter Estimation Using Low-Resolution ADCs (2021) (2)
- Task-driven dictionary learning for hyperspectral image classification with structured sparsity priors (2014) (2)
- Supervised hashing with jointly learning embedding and quantization (2017) (2)
- Reducing Sampling Ratios and Increasing Number of Estimates Improve Bagging in Sparse Regression (2018) (2)
- Hyperspectral Image Classification viaKernel Sparse Representation (2013) (2)
- Adaptive pre- and post-filtering for block based systems (2002) (2)
- Hyperspectral Image Classification viaKernel Sparse Representation (2013) (2)
- Continuous 119.2-GSample/s photonic compressed sensing of sparse microwave signals (2015) (2)
- Rate-distortion optimization of macroblock-based progressive fine granularity scalable video codec (2002) (2)
- Multi-sensor joint kernel sparse representation for personnel detection (2012) (2)
- A partial-DFT-based OFDM system resistant to channel nulls (2002) (2)
- Continuous high-rate photonically-enabled compressed sensing (CHiRP-CS) for high speed flow microscopy (2015) (2)
- ON PROGRESSIVE SEISMIC DATA COMPRESSION USING GENLOT (2011) (2)
- Discriminative Local Sparse Representations for Robust Face Recognition (2011) (1)
- On efficient implementation of oversampled linear phase perfect reconstruction filter banks (2003) (1)
- Shakedown and Plastic Collapse in Plane Stress Problems (2018) (1)
- Recovery of UWB Radar Signals in Spectrally Restricted Environments (2018) (1)
- ON THE STUDY OF DIAMOND-SHAPE FILTER BANKS AND APPLICATION IN IMAGE COMPRESSION (1999) (1)
- Random projection as dimensionality reduction and its effect on classical target recognition and anomaly detection techniques (2011) (1)
- Local zerotree coding (1999) (1)
- Compressed sensing block-wise exposure control algorithm using optical flow estimation (2015) (1)
- Deep CNN for Extraction of Sidelobes from SAR Imagery in Spectrally Restricted Environment (2019) (1)
- Computationally scalable spatial resizing of dct domain compressed images and video (2007) (1)
- Fast 16-bit Fixed-Point 8x8 IDCT Approximations (2006) (1)
- Integer- and rational-coefficient M-band wavelet (2002) (1)
- Approximate Message Passing With Parameter Estimation for Heavily Quantized Measurements (2022) (1)
- Over-sampled and under-sampled pre-post-filters for block DCT coders (2004) (1)
- Discrete-Time Dithering Technique for Designing Time-Varying Signal Adapted Filter Banks (2007) (1)
- Quasi-norm Kernel-based Emitter Localization (2021) (1)
- Fast dimension reduction through random permutation (2010) (1)
- Sparse coding with fast image alignment via large displacement optical flow (2015) (1)
- Regularizing Face Net For Discrete-Valued Pain Regression (2017) (1)
- A short review of well-known image codecs and observations and root cause of some strange behaviors in image compression codecs (2020) (1)
- Lapped transforms of arbitrary block size (1998) (1)
- Reducing Sampling Ratios Improves Bagging in Sparse Regression. (2018) (1)
- Data-informed CRLB Derivations for Indoor Emitter Localization (2021) (1)
- Multi-sensor classification via sparsity-based representation with low-rank interference (2015) (1)
- Implementation and application of local computation of wavelet coefficients in the dual-tree complex wavelets (2009) (1)
- A new resampling approach for optimal reconstruction (2009) (1)
- Interpretable exemplar-based shape classification using constrained sparse linear models (2015) (1)
- Lattice Structure for Regular Paraunitary Linear-Phase Filterbanks and -Band Orthogonal (2001) (1)
- A More Efficient and Video Friendly Spatial Resizing Algorithm (2006) (1)
- Error resilient DCT image coding with pre/post-filtering and Wiener filtering (2005) (1)
- Optical coherence tomography using physical domain data compression to achieve MHz A-scan rates. (2019) (1)
- Recursively Measured Action Units (2016) (1)
- Live demonstration: A compact all-CMOS spatiotemporal compressed sensing video camera (2017) (1)
- Long-rank approximation and sparse recovery for visual data reconstruction (2012) (1)
- Subspace vertex pursuit for separable non-negative matrix factorization in hyperspectral unmixing (2014) (1)
- Low rank representation for bilinear abundance estimation problem (2013) (1)
- Ultrawideband RF compressed sensing using spectrally-encoded ultrafast laser pulses (2015) (0)
- A Greedy Pursuit Algorithm for Separating Signals from Nonlinear Compressive Observations (2018) (0)
- On exploiting low-dimensional structure in data recovery and data approximation (2012) (0)
- Compressive high speed flow microscopy with motion contrast (Conference Presentation) (2016) (0)
- Deep Filter Bank Regression for Super-Resolution of Anisotropic MR Brain Images (2022) (0)
- Compressive ultrahigh-speed continuous imaging using spectrally structured ultrafast laser pulses (2015) (0)
- Design of pointwise-in-frequency paraunitary filter banks (2009) (0)
- A Scale Invariant Measure of Flatness for Deep Network Minima (2021) (0)
- Paraunitary Filter Bank Design using Derivative Constraints (2007) (0)
- Detecting Burnscar from Hyperspectral Imagery via Sparse Representation with Low-Rank Interference (2016) (0)
- Regular Biorthogonal Linear-Phase Filter Banks : Theory , Stru ture and Appli ation in Image (2007) (0)
- A FAST AND EFFICIENT HEURISTIC NUCLEAR-NORM ALGORITHM FOR AFFINE RANKMINIMIZATION (2009) (0)
- Sparse Unsupervised Clustering with Mixture Observations for Video Summarization (2017) (0)
- Compressive 39.6-gigapixel/s continuous imaging using spectrally-structured ultrafast laser pulses (2015) (0)
- FAST AND EFFICIENT DIMENSIONALITY REDUCTION USING STRUCTURALLY RANDOMMATRICES (2009) (0)
- JPEG-compliant image coding with adaptive pre-/post-filtering (2006) (0)
- Wavelet-based image retrieval algorithm via mutual information (1999) (0)
- Rational canonical form of polyphase matrices with applications to designing paraunitary filter banks (2009) (0)
- A short review of well-known image codecs and observations and root cause of some strange behaviors in image compression codecs (2019) (0)
- Targeted Dot Product Representation for friend recommendation in online social networks (2015) (0)
- A greedy algorithm for sparse recovery using precise metrics (2010) (0)
- THIS PAPER APPEARED IN THE PROCEEDINGS OF SECOND INTERNATIONAL WORK- SHOP ON TRANSFORMS AND FILTER BANKS, BRANDENBURG AN DER HAVEL, GER- (1999) (0)
- Signal Adapted Filter Bank Design Using Markov Parameters (2007) (0)
- Practical algorithms for compressive sensing and their applications to multimedia processing (2010) (0)
- Compressive coding via random replicate mirror (2016) (0)
- Near real-time adaptive radar processing using analog dithers (2009) (0)
- Discriminative sparse representations with applications (2013) (0)
- Effects of random measurements on the performance of target detection in hyperspectral imagery (2011) (0)
- Error resilient pre-/post-filtering for DCT-based block coding systems (2003) (0)
- Modern Transform Design for Practical Audio/Image/Video Coding Applications (2014) (0)
- Target tracking and classification using compressive sensing camera for SWIR videos (2019) (0)
- Probabilistic Massive MIMO Channel Estimation with Built-in Parameter Estimation (2020) (0)
- A fast and efficient algorithm for low rank matrix recovery from incomplete observations (2009) (0)
- Outlier Removal for Fingerprinting Localization Methods (2022) (0)
- Dimensionality reduction for image classification via mutual information maximization (2016) (0)
- Adaptive image database using wavelets (2000) (0)
- Invariant hierarchical sparse coding for object recognition via bags of atoms (2016) (0)
- Transferring a Face Verification Network for Expression Intensity Regression (2017) (0)
- A provable nonconvex model for factoring nonnegative matrices (2017) (0)
- Compressed Sensing in Photonics: A Tutorial (2022) (0)
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