Marco F. Duarte

119 papers A 2B 3C 2Misc 15Journal 63Unranked 33
YearRankTypeTitle / Venue / Authors
2025 — conf
Affine Subspace Models and Clustering for Patch-Based Image Denoising.
IEEECONF
Tharindu Wickremasinghe, Marco F. Duarte
2025 J jnl
Affine Subspace Models and Clustering for Patch-Based Image Denoising.
CoRR
Tharindu Wickremasinghe, Marco F. Duarte
2025 J jnl
SpectraLift: Physics-Guided Spectral-Inversion Network for Self-Supervised Hyperspectral Image Super-Resolution.
CoRR
Ritik Shah, Marco F. Duarte
2025 J jnl
SpectraMorph: Structured Latent Learning for Self-Supervised Hyperspectral Super-Resolution.
CoRR
Ritik Shah, Marco F. Duarte
2023 J jnl
Cramér-Rao Bounds for DoA Estimation of Sparse Bayesian Learning with the Laplace Prior.
Sensors
Hua Bai, Marco F. Duarte, Ramakrishna Janaswamy
2020 J jnl
Autoencoder based sample selection for self-taught learning.
Knowl. Based Syst.
Siwei Feng, Han Yu, Marco F. Duarte
2020 J jnl
Binary Sequence Set Design for Interferer Rejection in Multi-Branch Modulation.
IEEE Trans. Signal Process.
Dian Mo, Marco F. Duarte
2020 J jnl
Explainable Machine Learning for Scientific Insights and Discoveries.
IEEE Access
Ribana Roscher, Bastian Bohn, Marco F. Duarte, Jochen Garcke
2019 J jnl
Direction of Arrival Estimation for Complex Sources Through $\ell _1$ Norm Sparse Bayesian Learning.
IEEE Signal Process. Lett.
Hua Bai, Marco F. Duarte, Ramakrishna Janaswamy
2019 J jnl
Explainable Machine Learning for Scientific Insights and Discoveries.
CoRR
Ribana Roscher, Bastian Bohn, Marco F. Duarte, Jochen Garcke
2019 J jnl
Few-Shot Learning-Based Human Activity Recognition.
CoRR
Siwei Feng, Marco F. Duarte
2019 J jnl
Few-shot learning-based human activity recognition.
Expert Syst. Appl.
Siwei Feng, Marco F. Duarte
2018 Misc conf
A Novel Crowd-Resilient Visual Localization Algorithm Via Robust Pca Background Extraction.
ICASSP
Zhuorui Yang, Marco F. Duarte, Aura Ganz
2018 J jnl
Autoencoder Based Sample Selection for Self-Taught Learning.
CoRR
Siwei Feng, Marco F. Duarte
2018 J jnl
Binary Sequence Set Design for Interferer Rejection in Multi-Branch Modulation.
CoRR
Dian Mo, Marco F. Duarte
2018 J jnl
Compressive parameter estimation via K-median clustering.
Signal Process.
Dian Mo, Marco F. Duarte
2018 J jnl
Design of Spectrally Shaped Binary Sequences via Randomized Convex Relaxation.
CoRR
Dian Mo, Marco F. Duarte
2018 J jnl
Graph Autoencoder-Based Unsupervised Feature Selection with Broad and Local Data Structure Preservation.
CoRR
Siwei Feng, Marco F. Duarte
2018 Misc conf
Graph Regularized Autoencoder-Based Unsupervised Feature Selection.
ACSSC
Siwei Feng, Marco F. Duarte
2018 J jnl
Graph autoencoder-based unsupervised feature selection with broad and local data structure preservation.
Neurocomputing
Siwei Feng, Marco F. Duarte
2018 J jnl
Mitigation of spectral leakage for single carrier, block-processing cognitive radio receivers.
Digit. Commun. Networks
Adam C. Polak, Mark Wagner, Marco F. Duarte, Robert W. Jackson, Dennis L. Goeckel
2018 — conf
Multi-Branch Binary Modulation Sequences For Interferer Rejection.
SSP
Dian Mo, Marco F. Duarte
2017 J jnl
Hyperspectral Band Selection From Statistical Wavelet Models.
IEEE Trans. Geosci. Remote. Sens.
Siwei Feng, Yuki Itoh, Mario Parente, Marco F. Duarte
2017 J jnl
Out-of-Sample Extension for Dimensionality Reduction of Noisy Time Series.
IEEE Trans. Image Process.
Hamid Dadkhahi, Marco F. Duarte, Benjamin M. Marlin
2017 J jnl
Perfect Recovery Conditions for Non-negative Sparse Modeling.
IEEE Trans. Signal Process.
Yuki Itoh, Marco F. Duarte, Mario Parente
2017 J jnl
Semi-Supervised Endmember Identification In Nonlinear Spectral Mixtures Via Semantic Representation.
CoRR
Yuki Itoh, Siwei Feng, Marco F. Duarte, Mario Parente
2017 J jnl
Semisupervised Endmember Identification in Nonlinear Spectral Mixtures via Semantic Representation.
IEEE Trans. Geosci. Remote. Sens.
Yuki Itoh, Siwei Feng, Marco F. Duarte, Mario Parente
2017 J jnl
Sparsity Based Efficient Cross-Correlation Techniques in Sensor Networks.
IEEE Trans. Mob. Comput.
Prasant Misra, Wen Hu, Mingrui Yang, Marco F. Duarte, Sanjay Jha
2016 — conf
Band selection from statistical wavelet models.
WHISPERS
Siwei Feng, Yuki Itoh, Mario Parente, Marco F. Duarte
2016 Misc conf
Compressive direction-of-arrival estimation off the grid.
ACSSC
Shermin Hamzehei, Marco F. Duarte
2016 Misc conf
Compressive line spectrum estimation with clustering and interpolation.
CISS
Dian Mo, Marco F. Duarte
2016 J jnl
Masking Strategies for Image Manifolds.
CoRR
Hamid Dadkhahi, Marco F. Duarte
2016 J jnl
Masking Strategies for Image Manifolds.
IEEE Trans. Image Process.
Hamid Dadkhahi, Marco F. Duarte
2016 J jnl
Out-of-Sample Extension for Dimensionality Reduction of Noisy Time Series.
CoRR
Hamid Dadkhahi, Marco F. Duarte, Benjamin M. Marlin
2016 J jnl
Wavelet-Based Semantic Features for Hyperspectral Signature Discrimination.
CoRR
Siwei Feng, Yuki Itoh, Mario Parente, Marco F. Duarte
2015 J jnl
Compressive Parameter Estimation for Sparse Translation-Invariant Signals Using Polar Interpolation.
IEEE Trans. Signal Process.
Karsten Fyhn Nielsen, Marco F. Duarte, Søren Holdt Jensen
2015 Misc conf
Compressive parameter estimation via approximate message passing.
ICASSP
Shermin Hamzehei, Marco F. Duarte
2015 J jnl
Conditioning of Random Block Subdictionaries With Applications to Block-Sparse Recovery and Regression.
IEEE Trans. Inf. Theory
Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank
2015 Misc conf
Design of spectrally shaped binary sequences via randomized convex relaxations.
ACSSC
Dian Mo, Marco F. Duarte
2015 Misc conf
Image masking schemes for local manifold learning methods.
ICASSP
Hamid Dadkhahi, Marco F. Duarte
2015 — conf
Isomap out-of-sample extension for noisy time series data.
MLSP
Hamid Dadkhahi, Marco F. Duarte, Benjamin M. Marlin
2015 J jnl
Perfect Recovery Conditions For Non-Negative Sparse Modeling.
CoRR
Yuki Itoh, Marco F. Duarte, Mario Parente
2015 J jnl
Performance Bounds for Grouped Incoherent Measurements in Compressive Sensing.
IEEE Trans. Signal Process.
Adam C. Polak, Marco F. Duarte, Dennis L. Goeckel
2015 — conf
Performance guarantees for sparse regression-based unmixing.
WHISPERS
Yuki Itoh, Marco F. Duarte, Mario Parente
2015 J jnl
Recovery From Linear Measurements With Complexity-Matching Universal Signal Estimation.
IEEE Trans. Signal Process.
Junan Zhu, Dror Baron, Marco F. Duarte
2015 J jnl
Sparsity based Efficient Cross-Correlation Techniques in Sensor Networks.
CoRR
Prasant Misra, Wen Hu, Mingrui Yang, Marco F. Duarte, Sanjay Jha
2015 — conf
Universality of wavelet-based non-homogeneous hidden Markov chain model features for hyperspectral signatures.
CVPR Workshops
Siwei Feng, Marco F. Duarte, Mario Parente
2014 A conf
Average Case Analysis of High-Dimensional Block-Sparse Recovery and Regression for Arbitrary Designs.
AISTATS
Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank
2014 — conf
Complexity-adaptive universal signal estimation for compressed sensing.
SSP
Junan Zhu, Dror Baron, Marco F. Duarte
2014 — conf
Hyperspectral unmixing via semantic spectral representations.
MWSCAS
Yuki Itoh, Siwei Feng, Marco F. Duarte, Mario Parente
2014 — conf
Masking schemes for image manifolds.
SSP
Hamid Dadkhahi, Marco F. Duarte
2014 J jnl
Performance of Compressive Parameter Estimation via K-Median Clustering.
CoRR
Dian Mo, Marco F. Duarte
2014 J jnl
Sparsity and Structure in Hyperspectral Imaging : Sensing, Reconstruction, and Target Detection.
IEEE Signal Process. Mag.
Rebecca M. Willett, Marco F. Duarte, Mark A. Davenport, Richard G. Baraniuk
2014 B conf
Tailoring non-homogeneous Markov chain wavelet models for hyperspectral signature classification.
ICIP
Siwei Feng, Yuki Itoh, Mario Parente, Marco F. Duarte
2013 — conf
A Matlab toolbox for visualization of image manifolds.
GlobalSIP
Kevin Eykholt, Marco F. Duarte
2013 — conf
A new semantic wavelet-based spectral representation.
WHISPERS
Mario Parente, Marco F. Duarte
2013 J jnl
Compressive Parameter Estimation for Sparse Translation-Invariant Signals Using Polar Interpolation
CoRR
Karsten Fyhn, Marco F. Duarte, Søren Holdt Jensen
2013 J jnl
Compressive Time Delay Estimation Using Interpolation.
CoRR
Karsten Fyhn, Marco F. Duarte, Søren Holdt Jensen
2013 — conf
Compressive time delay estimation using interpolation.
GlobalSIP
Karsten Fyhn Nielsen, Søren Holdt Jensen, Marco F. Duarte
2013 J jnl
Conditioning of Random Block Subdictionaries with Applications to Block-Sparse Recovery and Regression.
CoRR
Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank
2013 J jnl
Measurement Bounds for Sparse Signal Ensembles via Graphical Models.
IEEE Trans. Inf. Theory
Marco F. Duarte, Michael B. Wakin, Dror Baron, Shriram Sarvotham, Richard G. Baraniuk
2013 — conf
Non-homogeneous hidden Markov chain models for wavelet-based hyperspectral image processing.
Allerton
Marco F. Duarte, Mario Parente
2013 J jnl
Performance of the Delsarte-Goethals Frame on Clustered Sparse Vectors.
IEEE Trans. Signal Process.
Marco F. Duarte, Sina Jafarpour, A. Robert Calderbank
2013 Misc conf
Recovery of sparse signals from amplitude-limited sample sets.
ICASSP
Adam C. Polak, Marco F. Duarte, Robert W. Jackson, Dennis Goeckel
2013 J jnl
Restoration of X-ray fluorescence images of hidden paintings.
Signal Process.
Anila Anitha, Andrei Brasoveanu, Marco F. Duarte, Shannon M. Hughes, Ingrid Daubechies, Joris Dik, Koen Janssens, Matthias Alfeld
2013 J jnl
Spectral Compressive Sensing with Polar Interpolation
CoRR
Karsten Fyhn, Hamid Dadkhahi, Marco F. Duarte
2013 Misc conf
Spectral compressive sensing with polar interpolation.
ICASSP
Karsten Fyhn, Hamid Dadkhahi, Marco F. Duarte
2012 J jnl
Asynchronous code-division random access using convex optimization.
Phys. Commun.
Lorne Applebaum, Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank
2012 B conf
Beyond worst-case reconstruction in deterministic compressed sensing.
ISIT
Sina Jafarpour, Marco F. Duarte, A. Robert Calderbank
2012 — conf
Grouped incoherent measurements for compressive sensing.
SSP
Adam C. Polak, Marco F. Duarte, Dennis L. Goeckel
2012 — ch.
Introduction to compressed sensing.
Compressed Sensing
Mark A. Davenport, Marco F. Duarte, Yonina C. Eldar, Gitta Kutyniok
2012 J jnl
Kronecker Compressive Sensing.
IEEE Trans. Image Process.
Marco F. Duarte, Richard G. Baraniuk
2012 — conf
Localization and bearing estimation via structured sparsity models.
SSP
Marco F. Duarte
2012 Misc conf
Melanoma classification from Hidden Markov Tree features.
ICASSP
Marco F. Duarte, Thomas E. Matthews, Warren S. Warren, A. Robert Calderbank
2012 J jnl
Performance Bounds for Grouped Incoherent Measurements in Compressive Sensing
CoRR
Adam C. Polak, Marco F. Duarte, Dennis Goeckel
2012 J jnl
Signal Recovery in Compressed Sensing via Universal Priors
CoRR
Dror Baron, Marco F. Duarte
2011 J jnl
Asynchronous Code-Division Random Access Using Convex Optimization
CoRR
Lorne Applebaum, Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank
2011 J jnl
Bounds on the Reconstruction of Sparse Signal Ensembles from Distributed Measurements
CoRR
Marco F. Duarte, Michael B. Wakin, Dror Baron, Shriram Sarvotham, Richard G. Baraniuk
2011 J jnl
Structured Compressed Sensing: From Theory to Applications
CoRR
Marco F. Duarte, Yonina C. Eldar
2011 J jnl
Structured Compressed Sensing: From Theory to Applications.
IEEE Trans. Signal Process.
Marco F. Duarte, Yonina C. Eldar
2011 Misc conf
The value of redundant measurement in compressed sensing.
ICASSP
Victoria Kostina, Marco F. Duarte, Sina Jafarpour, A. Robert Calderbank
2011 — conf
Universal MAP estimation in compressed sensing.
Allerton
Dror Baron, Marco F. Duarte
2011 — conf
Virtual underpainting reconstruction from X-ray fluorescence imaging data.
EUSIPCO
Anila Anitha, Andrei Brasoveanu, Marco F. Duarte, Shannon M. Hughes, Ingrid Daubechies, Joris Dik, Koen Janssens, Matthias Alfeld
2010 J jnl
Beyond Nyquist: efficient sampling of sparse bandlimited signals.
IEEE Trans. Inf. Theory
Joel A. Tropp, Jason N. Laska, Marco F. Duarte, Justin K. Romberg, Richard G. Baraniuk
2010 — conf
High Dimensional Data Fusion via Joint Manifold Learning.
AAAI Fall Symposium: Manifold Learning and Its Applications
Mark A. Davenport, Chinmay Hegde, Marco F. Duarte, Richard G. Baraniuk
2010 J jnl
Joint Manifolds for Data Fusion.
IEEE Trans. Image Process.
Mark A. Davenport, Chinmay Hegde, Marco F. Duarte, Richard G. Baraniuk
2010 Misc conf
Kronecker product matrices for compressive sensing.
ICASSP
Marco F. Duarte, Richard G. Baraniuk
2010 J jnl
Model-based compressive sensing.
IEEE Trans. Inf. Theory
Richard G. Baraniuk, Volkan Cevher, Marco F. Duarte, Chinmay Hegde
2010 — conf
Multiuser detection in asynchronous on-off random access channels using lasso.
Allerton
Lorne Applebaum, Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank
2010 — conf
Recovering Spikes from Noisy Neuronal Calcium Signals via Structured Sparse Approximation.
LVA/ICA
Eva L. Dyer, Marco F. Duarte, Don H. Johnson, Richard G. Baraniuk
2010 — conf
Recovery of frequency-sparse signals from compressive measurements.
Allerton
Marco F. Duarte, Richard G. Baraniuk
2010 Misc conf
Texas Hold 'Em algorithms for distributed compressive sensing.
ICASSP
Stephen R. Schnelle, Jason N. Laska, Chinmay Hegde, Marco F. Duarte, Mark A. Davenport, Richard G. Baraniuk
2009 J jnl
A Theoretical Analysis of Joint Manifolds
CoRR
Mark A. Davenport, Chinmay Hegde, Marco F. Duarte, Richard G. Baraniuk
2009 J jnl
Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals
CoRR
Joel A. Tropp, Jason N. Laska, Marco F. Duarte, Justin K. Romberg, Richard G. Baraniuk
2009 J jnl
Distributed Compressive Sensing
CoRR
Dror Baron, Marco F. Duarte, Michael B. Wakin, Shriram Sarvotham, Richard G. Baraniuk
2009 — conf
Model-based compressive sensing for signal ensembles.
Allerton
Marco F. Duarte, Volkan Cevher, Richard G. Baraniuk
2009 Misc conf
Recovery of compressible signals in unions of subspaces.
CISS
Marco F. Duarte, Chinmay Hegde, Volkan Cevher, Richard G. Baraniuk
2008 — conf
Compressive Sensing for Background Subtraction.
ECCV (2)
Volkan Cevher, Aswin C. Sankaranarayanan, Marco F. Duarte, Dikpal Reddy, Richard G. Baraniuk, Rama Chellappa
2008 — conf
Distributed target localization via spatial sparsity.
EUSIPCO
Volkan Cevher, Marco F. Duarte, Richard G. Baraniuk
2008 J jnl
Model-Based Compressive Sensing
CoRR
Richard G. Baraniuk, Volkan Cevher, Marco F. Duarte, Chinmay Hegde
2008 J jnl
Single-pixel imaging via compressive sampling.
IEEE Signal Process. Mag.
Marco F. Duarte, Mark A. Davenport, Dharmpal Takhar, Jason N. Laska, Ting Sun, Kevin F. Kelly, Richard G. Baraniuk
2008 — conf
Sparse Signal Recovery Using Markov Random Fields.
NIPS
Volkan Cevher, Marco F. Duarte, Chinmay Hegde, Richard G. Baraniuk
2008 Misc conf
Wavelet-domain compressive signal reconstruction using a Hidden Markov Tree model.
ICASSP
Marco F. Duarte, Michael B. Wakin, Richard G. Baraniuk
2007 J jnl
Computer Vision, Image Analysis, and Master Art: Part 3.
IEEE Multim.
David G. Stork, Marco F. Duarte
2007 — conf
Multiscale Random Projections for Compressive Classification.
ICIP (6)
Marco F. Duarte, Mark A. Davenport, Michael B. Wakin, Jason N. Laska, Dharmpal Takhar, Kevin F. Kelly, Richard G. Baraniuk
2007 J jnl
Revisiting Computer Image Analysis and Art.
IEEE Multim.
David G. Stork, Marco F. Duarte
2007 — conf
The smashed filter for compressive classification and target recognition.
Computational Imaging
Mark A. Davenport, Marco F. Duarte, Michael B. Wakin, Jason N. Laska, Dharmpal Takhar, Kevin F. Kelly, Richard G. Baraniuk
2007 C conf
Theory and Implementation of an Analog-to-Information Converter using Random Demodulation.
ISCAS
Jason N. Laska, Sami Kirolos, Marco F. Duarte, Tamer Ragheb, Richard G. Baraniuk, Yehia Massoud
2006 — conf
A new compressive imaging camera architecture using optical-domain compression.
Computational Imaging
Dharmpal Takhar, Jason N. Laska, Michael B. Wakin, Marco F. Duarte, Dror Baron, Shriram Sarvotham, Kevin F. Kelly, Richard G. Baraniuk
2006 B conf
An Architecture for Compressive Imaging.
ICIP
Michael B. Wakin, Jason N. Laska, Marco F. Duarte, Dror Baron, Shriram Sarvotham, Dharmpal Takhar, Kevin F. Kelly, Richard G. Baraniuk
2006 — conf
Random Filters for Compressive Sampling and Reconstruction.
ICASSP (3)
Joel A. Tropp, Michael B. Wakin, Marco F. Duarte, Dror Baron, Richard G. Baraniuk
2006 — conf
Sparse Signal Detection from Incoherent Projections.
ICASSP (3)
Marco F. Duarte, Mark A. Davenport, Michael B. Wakin, Richard G. Baraniuk
2006 — conf
Universal distributed sensing via random projections.
IPSN
Marco F. Duarte, Michael B. Wakin, Dror Baron, Richard G. Baraniuk
2005 — conf
Recovery of Jointly Sparse Signals from Few Random Projections.
NIPS
Michael B. Wakin, Marco F. Duarte, Shriram Sarvotham, Dror Baron, Richard G. Baraniuk
2004 J jnl
Distance-Based Decision Fusion in a Distributed Wireless Sensor Network.
Telecommun. Syst.
Marco F. Duarte, Yu Hen Hu
2004 A conf
Optimal decision fusion with applications to target detection in wireless ad hoc sensor networks.
ICME
Marco F. Duarte, Yu Hen Hu
2004 C conf
Optimal decision fusion with applications to target detection in wireless ad hoc sensor networks.
MMSP
Marco F. Duarte, Yu Hen Hu
2004 J jnl
Vehicle classification in distributed sensor networks.
J. Parallel Distributed Comput.
Marco F. Duarte, Yu Hen Hu
2003 — conf
Distance Based Decision Fusion in a Distributed Wireless Sensor Network.
IPSN
Marco F. Duarte, Yu Hen Hu