Marco F. Duarte

ORCID

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 31

Top Venues

CoRR

IEEE Trans. Signal Process.

ICASSP

ACSSC

Publications

Hua Bai, Marco F. Duarte, Ramakrishna Janaswamy
Cramér-Rao Bounds for DoA Estimation of Sparse Bayesian Learning with the Laplace Prior. Sensors 23 (1) (2023)
Ribana Roscher, Bastian Bohn, Marco F. Duarte, Jochen Garcke
Explainable Machine Learning for Scientific Insights and Discoveries. IEEE Access 8 (2020)
Siwei Feng, Han Yu, Marco F. Duarte
Autoencoder based sample selection for self-taught learning. Knowl. Based Syst. 192 (2020)
Dian Mo, Marco F. Duarte
Binary Sequence Set Design for Interferer Rejection in Multi-Branch Modulation. IEEE Trans. Signal Process. 68 (2020)
Hua Bai, Marco F. Duarte, Ramakrishna Janaswamy
Direction of Arrival Estimation for Complex Sources Through $\ell _1$ Norm Sparse Bayesian Learning. IEEE Signal Process. Lett. 26 (5) (2019)
Siwei Feng, Marco F. Duarte
Few-shot learning-based human activity recognition. Expert Syst. Appl. 138 (2019)
Ribana Roscher, Bastian Bohn, Marco F. Duarte, Jochen Garcke
Explainable Machine Learning for Scientific Insights and Discoveries. CoRR (2019)
Siwei Feng, Marco F. Duarte
Few-Shot Learning-Based Human Activity Recognition. CoRR (2019)
Dian Mo, Marco F. Duarte
Binary Sequence Set Design for Interferer Rejection in Multi-Branch Modulation. CoRR (2018)
Dian Mo, Marco F. Duarte
Design of Spectrally Shaped Binary Sequences via Randomized Convex Relaxation. CoRR (2018)
Adam C. Polak, Mark Wagner, Marco F. Duarte, Robert W. Jackson, Dennis L. Goeckel
Mitigation of spectral leakage for single carrier, block-processing cognitive radio receivers. Digit. Commun. Networks 4 (2) (2018)
Siwei Feng, Marco F. Duarte
Autoencoder Based Sample Selection for Self-Taught Learning. CoRR (2018)
Siwei Feng, Marco F. Duarte
Graph Regularized Autoencoder-Based Unsupervised Feature Selection. ACSSC (2018)
Zhuorui Yang, Marco F. Duarte, Aura Ganz
A Novel Crowd-Resilient Visual Localization Algorithm Via Robust Pca Background Extraction. ICASSP (2018)
Dian Mo, Marco F. Duarte
Multi-Branch Binary Modulation Sequences For Interferer Rejection. SSP (2018)
Siwei Feng, Marco F. Duarte
Graph autoencoder-based unsupervised feature selection with broad and local data structure preservation. Neurocomputing 312 (2018)
Siwei Feng, Marco F. Duarte
Graph Autoencoder-Based Unsupervised Feature Selection with Broad and Local Data Structure Preservation. CoRR (2018)
Dian Mo, Marco F. Duarte
Compressive parameter estimation via K-median clustering. Signal Process. 142 (2018)
Yuki Itoh, Siwei Feng, Marco F. Duarte, Mario Parente
Semisupervised Endmember Identification in Nonlinear Spectral Mixtures via Semantic Representation. IEEE Trans. Geosci. Remote. Sens. 55 (6) (2017)
Yuki Itoh, Siwei Feng, Marco F. Duarte, Mario Parente
Semi-Supervised Endmember Identification In Nonlinear Spectral Mixtures Via Semantic Representation. CoRR (2017)
Prasant Misra, Wen Hu, Mingrui Yang, Marco F. Duarte, Sanjay Jha
Sparsity Based Efficient Cross-Correlation Techniques in Sensor Networks. IEEE Trans. Mob. Comput. 16 (7) (2017)
Hamid Dadkhahi, Marco F. Duarte, Benjamin M. Marlin
Out-of-Sample Extension for Dimensionality Reduction of Noisy Time Series. IEEE Trans. Image Process. 26 (11) (2017)
Siwei Feng, Yuki Itoh, Mario Parente, Marco F. Duarte
Hyperspectral Band Selection From Statistical Wavelet Models. IEEE Trans. Geosci. Remote. Sens. 55 (4) (2017)
Yuki Itoh, Marco F. Duarte, Mario Parente
Perfect Recovery Conditions for Non-negative Sparse Modeling. IEEE Trans. Signal Process. 65 (1) (2017)
Shermin Hamzehei, Marco F. Duarte
Compressive direction-of-arrival estimation off the grid. ACSSC (2016)
Hamid Dadkhahi, Marco F. Duarte
Masking Strategies for Image Manifolds. IEEE Trans. Image Process. 25 (9) (2016)
Siwei Feng, Yuki Itoh, Mario Parente, Marco F. Duarte
Band selection from statistical wavelet models. WHISPERS (2016)
Siwei Feng, Yuki Itoh, Mario Parente, Marco F. Duarte
Wavelet-Based Semantic Features for Hyperspectral Signature Discrimination. CoRR (2016)
Hamid Dadkhahi, Marco F. Duarte, Benjamin M. Marlin
Out-of-Sample Extension for Dimensionality Reduction of Noisy Time Series. CoRR (2016)
Dian Mo, Marco F. Duarte
Compressive line spectrum estimation with clustering and interpolation. CISS (2016)
Hamid Dadkhahi, Marco F. Duarte
Masking Strategies for Image Manifolds. CoRR (2016)
Yuki Itoh, Marco F. Duarte, Mario Parente
Perfect Recovery Conditions For Non-Negative Sparse Modeling. CoRR (2015)
Adam C. Polak, Marco F. Duarte, Dennis L. Goeckel
Performance Bounds for Grouped Incoherent Measurements in Compressive Sensing. IEEE Trans. Signal Process. 63 (11) (2015)
Hamid Dadkhahi, Marco F. Duarte, Benjamin M. Marlin
Isomap out-of-sample extension for noisy time series data. MLSP (2015)
Hamid Dadkhahi, Marco F. Duarte
Image masking schemes for local manifold learning methods. ICASSP (2015)
Prasant Misra, Wen Hu, Mingrui Yang, Marco F. Duarte, Sanjay Jha
Sparsity based Efficient Cross-Correlation Techniques in Sensor Networks. CoRR (2015)
Siwei Feng, Marco F. Duarte, Mario Parente
Universality of wavelet-based non-homogeneous hidden Markov chain model features for hyperspectral signatures. CVPR Workshops (2015)
Junan Zhu, Dror Baron, Marco F. Duarte
Recovery From Linear Measurements With Complexity-Matching Universal Signal Estimation. IEEE Trans. Signal Process. 63 (6) (2015)
Dian Mo, Marco F. Duarte
Design of spectrally shaped binary sequences via randomized convex relaxations. ACSSC (2015)
Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank
Conditioning of Random Block Subdictionaries With Applications to Block-Sparse Recovery and Regression. IEEE Trans. Inf. Theory 61 (7) (2015)
Karsten Fyhn Nielsen, Marco F. Duarte, Søren Holdt Jensen
Compressive Parameter Estimation for Sparse Translation-Invariant Signals Using Polar Interpolation. IEEE Trans. Signal Process. 63 (4) (2015)
Yuki Itoh, Marco F. Duarte, Mario Parente
Performance guarantees for sparse regression-based unmixing. WHISPERS (2015)
Shermin Hamzehei, Marco F. Duarte
Compressive parameter estimation via approximate message passing. ICASSP (2015)
Rebecca M. Willett, Marco F. Duarte, Mark A. Davenport, Richard G. Baraniuk
Sparsity and Structure in Hyperspectral Imaging : Sensing, Reconstruction, and Target Detection. IEEE Signal Process. Mag. 31 (1) (2014)
Siwei Feng, Yuki Itoh, Mario Parente, Marco F. Duarte
Tailoring non-homogeneous Markov chain wavelet models for hyperspectral signature classification. ICIP (2014)
Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank
Average Case Analysis of High-Dimensional Block-Sparse Recovery and Regression for Arbitrary Designs. AISTATS (2014)
Dian Mo, Marco F. Duarte
Performance of Compressive Parameter Estimation via K-Median Clustering. CoRR (2014)
Junan Zhu, Dror Baron, Marco F. Duarte
Complexity-adaptive universal signal estimation for compressed sensing. SSP (2014)
Hamid Dadkhahi, Marco F. Duarte
Masking schemes for image manifolds. SSP (2014)
Yuki Itoh, Siwei Feng, Marco F. Duarte, Mario Parente
Hyperspectral unmixing via semantic spectral representations. MWSCAS (2014)
Karsten Fyhn, Hamid Dadkhahi, Marco F. Duarte
Spectral Compressive Sensing with Polar Interpolation CoRR (2013)
Marco F. Duarte, Michael B. Wakin, Dror Baron, Shriram Sarvotham, Richard G. Baraniuk
Measurement Bounds for Sparse Signal Ensembles via Graphical Models. IEEE Trans. Inf. Theory 59 (7) (2013)
Marco F. Duarte, Mario Parente
Non-homogeneous hidden Markov chain models for wavelet-based hyperspectral image processing. Allerton (2013)
Kevin Eykholt, Marco F. Duarte
A Matlab toolbox for visualization of image manifolds. GlobalSIP (2013)
Marco F. Duarte, Sina Jafarpour, A. Robert Calderbank
Performance of the Delsarte-Goethals Frame on Clustered Sparse Vectors. IEEE Trans. Signal Process. 61 (8) (2013)
Karsten Fyhn, Marco F. Duarte, Søren Holdt Jensen
Compressive Parameter Estimation for Sparse Translation-Invariant Signals Using Polar Interpolation CoRR (2013)
Karsten Fyhn Nielsen, Søren Holdt Jensen, Marco F. Duarte
Compressive time delay estimation using interpolation. GlobalSIP (2013)
Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank
Conditioning of Random Block Subdictionaries with Applications to Block-Sparse Recovery and Regression. CoRR (2013)
Karsten Fyhn, Marco F. Duarte, Søren Holdt Jensen
Compressive Time Delay Estimation Using Interpolation. CoRR (2013)
Anila Anitha, Andrei Brasoveanu, Marco F. Duarte, Shannon M. Hughes, Ingrid Daubechies, Joris Dik, Koen Janssens, Matthias Alfeld
Restoration of X-ray fluorescence images of hidden paintings. Signal Process. 93 (3) (2013)
Mario Parente, Marco F. Duarte
A new semantic wavelet-based spectral representation. WHISPERS (2013)
Karsten Fyhn, Hamid Dadkhahi, Marco F. Duarte
Spectral compressive sensing with polar interpolation. ICASSP (2013)
Adam C. Polak, Marco F. Duarte, Robert W. Jackson, Dennis Goeckel
Recovery of sparse signals from amplitude-limited sample sets. ICASSP (2013)
Marco F. Duarte, Richard G. Baraniuk
Kronecker Compressive Sensing. IEEE Trans. Image Process. 21 (2) (2012)
Adam C. Polak, Marco F. Duarte, Dennis L. Goeckel
Grouped incoherent measurements for compressive sensing. SSP (2012)
Lorne Applebaum, Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank
Asynchronous code-division random access using convex optimization. Phys. Commun. 5 (2) (2012)
Marco F. Duarte
Localization and bearing estimation via structured sparsity models. SSP (2012)
Sina Jafarpour, Marco F. Duarte, A. Robert Calderbank
Beyond worst-case reconstruction in deterministic compressed sensing. ISIT (2012)
Adam C. Polak, Marco F. Duarte, Dennis Goeckel
Performance Bounds for Grouped Incoherent Measurements in Compressive Sensing CoRR (2012)
Dror Baron, Marco F. Duarte
Signal Recovery in Compressed Sensing via Universal Priors CoRR (2012)
Marco F. Duarte, Thomas E. Matthews, Warren S. Warren, A. Robert Calderbank
Melanoma classification from Hidden Markov Tree features. ICASSP (2012)
Victoria Kostina, Marco F. Duarte, Sina Jafarpour, A. Robert Calderbank
The value of redundant measurement in compressed sensing. ICASSP (2011)
Marco F. Duarte, Yonina C. Eldar
Structured Compressed Sensing: From Theory to Applications. IEEE Trans. Signal Process. 59 (9) (2011)
Anila Anitha, Andrei Brasoveanu, Marco F. Duarte, Shannon M. Hughes, Ingrid Daubechies, Joris Dik, Koen Janssens, Matthias Alfeld
Virtual underpainting reconstruction from X-ray fluorescence imaging data. EUSIPCO (2011)
Marco F. Duarte, Michael B. Wakin, Dror Baron, Shriram Sarvotham, Richard G. Baraniuk
Bounds on the Reconstruction of Sparse Signal Ensembles from Distributed Measurements CoRR (2011)
Lorne Applebaum, Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank
Asynchronous Code-Division Random Access Using Convex Optimization CoRR (2011)
Marco F. Duarte, Yonina C. Eldar
Structured Compressed Sensing: From Theory to Applications CoRR (2011)
Dror Baron, Marco F. Duarte
Universal MAP estimation in compressed sensing. Allerton (2011)
Mark A. Davenport, Chinmay Hegde, Marco F. Duarte, Richard G. Baraniuk
High Dimensional Data Fusion via Joint Manifold Learning. AAAI Fall Symposium: Manifold Learning and Its Applications (2010)
Stephen R. Schnelle, Jason N. Laska, Chinmay Hegde, Marco F. Duarte, Mark A. Davenport, Richard G. Baraniuk
Texas Hold 'Em algorithms for distributed compressive sensing. ICASSP (2010)
Eva L. Dyer, Marco F. Duarte, Don H. Johnson, Richard G. Baraniuk
Recovering Spikes from Noisy Neuronal Calcium Signals via Structured Sparse Approximation. LVA/ICA (2010)
Mark A. Davenport, Chinmay Hegde, Marco F. Duarte, Richard G. Baraniuk
Joint Manifolds for Data Fusion. IEEE Trans. Image Process. 19 (10) (2010)
Marco F. Duarte, Richard G. Baraniuk
Kronecker product matrices for compressive sensing. ICASSP (2010)
Joel A. Tropp, Jason N. Laska, Marco F. Duarte, Justin K. Romberg, Richard G. Baraniuk
Beyond Nyquist: efficient sampling of sparse bandlimited signals. IEEE Trans. Inf. Theory 56 (1) (2010)
Marco F. Duarte, Richard G. Baraniuk
Recovery of frequency-sparse signals from compressive measurements. Allerton (2010)
Lorne Applebaum, Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank
Multiuser detection in asynchronous on-off random access channels using lasso. Allerton (2010)
Richard G. Baraniuk, Volkan Cevher, Marco F. Duarte, Chinmay Hegde
Model-based compressive sensing. IEEE Trans. Inf. Theory 56 (4) (2010)
Dror Baron, Marco F. Duarte, Michael B. Wakin, Shriram Sarvotham, Richard G. Baraniuk
Distributed Compressive Sensing CoRR (2009)
Marco F. Duarte, Chinmay Hegde, Volkan Cevher, Richard G. Baraniuk
Recovery of compressible signals in unions of subspaces. CISS (2009)
Marco F. Duarte, Volkan Cevher, Richard G. Baraniuk
Model-based compressive sensing for signal ensembles. Allerton (2009)
Joel A. Tropp, Jason N. Laska, Marco F. Duarte, Justin K. Romberg, Richard G. Baraniuk
Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals CoRR (2009)
Mark A. Davenport, Chinmay Hegde, Marco F. Duarte, Richard G. Baraniuk
A Theoretical Analysis of Joint Manifolds CoRR (2009)
Marco F. Duarte, Mark A. Davenport, Dharmpal Takhar, Jason N. Laska, Ting Sun, Kevin F. Kelly, Richard G. Baraniuk
Single-pixel imaging via compressive sampling. IEEE Signal Process. Mag. 25 (2) (2008)
Volkan Cevher, Marco F. Duarte, Richard G. Baraniuk
Distributed target localization via spatial sparsity. EUSIPCO (2008)
Marco F. Duarte, Michael B. Wakin, Richard G. Baraniuk
Wavelet-domain compressive signal reconstruction using a Hidden Markov Tree model. ICASSP (2008)
Volkan Cevher, Aswin C. Sankaranarayanan, Marco F. Duarte, Dikpal Reddy, Richard G. Baraniuk, Rama Chellappa
Compressive Sensing for Background Subtraction. ECCV (2) (2008)
Volkan Cevher, Marco F. Duarte, Chinmay Hegde, Richard G. Baraniuk
Sparse Signal Recovery Using Markov Random Fields. NIPS (2008)
Richard G. Baraniuk, Volkan Cevher, Marco F. Duarte, Chinmay Hegde
Model-Based Compressive Sensing CoRR (2008)
Mark A. Davenport, Marco F. Duarte, Michael B. Wakin, Jason N. Laska, Dharmpal Takhar, Kevin F. Kelly, Richard G. Baraniuk
The smashed filter for compressive classification and target recognition. Computational Imaging (2007)
David G. Stork, Marco F. Duarte
Revisiting Computer Image Analysis and Art. IEEE Multim. 14 (3) (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marco F. Duarte