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2020 – today
- 2023
[j34]Hua Bai
, Marco F. Duarte, Ramakrishna Janaswamy:
Cramér-Rao Bounds for DoA Estimation of Sparse Bayesian Learning with the Laplace Prior. Sensors 23(1): 307 (2023)- 2020
- [j33]Ribana Roscher, Bastian Bohn, Marco F. Duarte, Jochen Garcke:
Explainable Machine Learning for Scientific Insights and Discoveries. IEEE Access 8: 42200-42216 (2020) - [j32]Siwei Feng, Han Yu, Marco F. Duarte:
Autoencoder based sample selection for self-taught learning. Knowl. Based Syst. 192: 105343 (2020) - [j31]Dian Mo, Marco F. Duarte:
Binary Sequence Set Design for Interferer Rejection in Multi-Branch Modulation. IEEE Trans. Signal Process. 68: 3769-3778 (2020)
2010 – 2019
- 2019
- [j30]Siwei Feng, Marco F. Duarte:
Few-shot learning-based human activity recognition. Expert Syst. Appl. 138 (2019) - [j29]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): 765-769 (2019) - [i26]Siwei Feng, Marco F. Duarte:
Few-Shot Learning-Based Human Activity Recognition. CoRR abs/1903.10416 (2019) - [i25]Ribana Roscher, Bastian Bohn, Marco F. Duarte, Jochen Garcke:
Explainable Machine Learning for Scientific Insights and Discoveries. CoRR abs/1905.08883 (2019) - 2018
- [j28]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): 106-110 (2018) - [j27]Siwei Feng, Marco F. Duarte:
Graph autoencoder-based unsupervised feature selection with broad and local data structure preservation. Neurocomputing 312: 310-323 (2018) - [j26]Dian Mo, Marco F. Duarte:
Compressive parameter estimation via K-median clustering. Signal Process. 142: 36-52 (2018) - [c54]Siwei Feng, Marco F. Duarte:
Graph Regularized Autoencoder-Based Unsupervised Feature Selection. ACSSC 2018: 55-59 - [c53]Zhuorui Yang, Marco F. Duarte, Aura Ganz:
A Novel Crowd-Resilient Visual Localization Algorithm Via Robust Pca Background Extraction. ICASSP 2018: 1922-1926 - [c52]Dian Mo, Marco F. Duarte:
Multi-Branch Binary Modulation Sequences For Interferer Rejection. SSP 2018: 288-292 - [i24]Siwei Feng, Marco F. Duarte:
Graph Autoencoder-Based Unsupervised Feature Selection with Broad and Local Data Structure Preservation. CoRR abs/1801.02251 (2018) - [i23]Siwei Feng, Marco F. Duarte:
Autoencoder Based Sample Selection for Self-Taught Learning. CoRR abs/1808.01574 (2018) - [i22]Dian Mo, Marco F. Duarte:
Design of Spectrally Shaped Binary Sequences via Randomized Convex Relaxation. CoRR abs/1811.05873 (2018) - [i21]Dian Mo, Marco F. Duarte:
Binary Sequence Set Design for Interferer Rejection in Multi-Branch Modulation. CoRR abs/1811.12322 (2018) - 2017
- [j25]Siwei Feng, Yuki Itoh, Mario Parente, Marco F. Duarte:
Hyperspectral Band Selection From Statistical Wavelet Models. IEEE Trans. Geosci. Remote. Sens. 55(4): 2111-2123 (2017) - [j24]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): 3272-3286 (2017) - [j23]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): 5435-5446 (2017) - [j22]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): 2037-2050 (2017) - [j21]Yuki Itoh, Marco F. Duarte, Mario Parente:
Perfect Recovery Conditions for Non-negative Sparse Modeling. IEEE Trans. Signal Process. 65(1): 69-80 (2017) - [i20]Yuki Itoh, Siwei Feng, Marco F. Duarte, Mario Parente:
Semi-Supervised Endmember Identification In Nonlinear Spectral Mixtures Via Semantic Representation. CoRR abs/1701.00804 (2017) - 2016
- [j20]Hamid Dadkhahi, Marco F. Duarte:
Masking Strategies for Image Manifolds. IEEE Trans. Image Process. 25(9): 4314-4328 (2016) - [c51]Shermin Hamzehei, Marco F. Duarte:
Compressive direction-of-arrival estimation off the grid. ACSSC 2016: 1081-1085 - [c50]Dian Mo, Marco F. Duarte:
Compressive line spectrum estimation with clustering and interpolation. CISS 2016: 572-577 - [c49]Siwei Feng, Yuki Itoh, Mario Parente, Marco F. Duarte:
Band selection from statistical wavelet models. WHISPERS 2016: 1-5 - [i19]Siwei Feng, Yuki Itoh, Mario Parente, Marco F. Duarte:
Wavelet-Based Semantic Features for Hyperspectral Signature Discrimination. CoRR abs/1602.03903 (2016) - [i18]Hamid Dadkhahi, Marco F. Duarte:
Masking Strategies for Image Manifolds. CoRR abs/1606.04618 (2016) - [i17]Hamid Dadkhahi, Marco F. Duarte, Benjamin M. Marlin:
Out-of-Sample Extension for Dimensionality Reduction of Noisy Time Series. CoRR abs/1606.08282 (2016) - 2015
- [j19]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): 4060-4079 (2015) - [j18]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): 870-881 (2015) - [j17]Junan Zhu, Dror Baron, Marco F. Duarte:
Recovery From Linear Measurements With Complexity-Matching Universal Signal Estimation. IEEE Trans. Signal Process. 63(6): 1512-1527 (2015) - [j16]Adam C. Polak, Marco F. Duarte, Dennis L. Goeckel:
Performance Bounds for Grouped Incoherent Measurements in Compressive Sensing. IEEE Trans. Signal Process. 63(11): 2877-2887 (2015) - [c48]Dian Mo, Marco F. Duarte:
Design of spectrally shaped binary sequences via randomized convex relaxations. ACSSC 2015: 164-168 - [c47]Siwei Feng, Marco F. Duarte, Mario Parente:
Universality of wavelet-based non-homogeneous hidden Markov chain model features for hyperspectral signatures. CVPR Workshops 2015: 19-27 - [c46]Shermin Hamzehei, Marco F. Duarte:
Compressive parameter estimation via approximate message passing. ICASSP 2015: 3327-3331 - [c45]Hamid Dadkhahi, Marco F. Duarte:
Image masking schemes for local manifold learning methods. ICASSP 2015: 5768-5772 - [c44]Hamid Dadkhahi, Marco F. Duarte, Benjamin M. Marlin:
Isomap out-of-sample extension for noisy time series data. MLSP 2015: 1-6 - [c43]Yuki Itoh, Marco F. Duarte, Mario Parente:
Performance guarantees for sparse regression-based unmixing. WHISPERS 2015: 1-4 - [i16]Prasant Misra, Wen Hu, Mingrui Yang, Marco F. Duarte, Sanjay Jha:
Sparsity based Efficient Cross-Correlation Techniques in Sensor Networks. CoRR abs/1501.06473 (2015) - [i15]Yuki Itoh, Marco F. Duarte, Mario Parente:
Perfect Recovery Conditions For Non-Negative Sparse Modeling. CoRR abs/1512.02743 (2015) - 2014
- [j15]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): 116-126 (2014) - [c42]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: 57-67 - [c41]Siwei Feng, Yuki Itoh, Mario Parente, Marco F. Duarte:
Tailoring non-homogeneous Markov chain wavelet models for hyperspectral signature classification. ICIP 2014: 5167-5171 - [c40]Yuki Itoh, Siwei Feng, Marco F. Duarte, Mario Parente:
Hyperspectral unmixing via semantic spectral representations. MWSCAS 2014: 149-152 - [c39]Hamid Dadkhahi, Marco F. Duarte:
Masking schemes for image manifolds. SSP 2014: 252-255 - [c38]Junan Zhu, Dror Baron, Marco F. Duarte:
Complexity-adaptive universal signal estimation for compressed sensing. SSP 2014: 388-391 - [i14]Dian Mo, Marco F. Duarte:
Performance of Compressive Parameter Estimation via K-Median Clustering. CoRR abs/1412.6724 (2014) - 2013
- [j14]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): 592-604 (2013) - [j13]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): 4280-4289 (2013) - [j12]Marco F. Duarte, Sina Jafarpour, A. Robert Calderbank:
Performance of the Delsarte-Goethals Frame on Clustered Sparse Vectors. IEEE Trans. Signal Process. 61(8): 1998-2008 (2013) - [c37]Marco F. Duarte, Mario Parente:
Non-homogeneous hidden Markov chain models for wavelet-based hyperspectral image processing. Allerton 2013: 154-159 - [c36]Karsten Fyhn Nielsen, Søren Holdt Jensen, Marco F. Duarte:
Compressive time delay estimation using interpolation. GlobalSIP 2013: 624 - [c35]Kevin Eykholt, Marco F. Duarte:
A Matlab toolbox for visualization of image manifolds. GlobalSIP 2013: 633 - [c34]Adam C. Polak, Marco F. Duarte, Robert W. Jackson, Dennis Goeckel:
Recovery of sparse signals from amplitude-limited sample sets. ICASSP 2013: 4663-4667 - [c33]Karsten Fyhn, Hamid Dadkhahi, Marco F. Duarte:
Spectral compressive sensing with polar interpolation. ICASSP 2013: 6225-6229 - [c32]Mario Parente, Marco F. Duarte:
A new semantic wavelet-based spectral representation. WHISPERS 2013: 1-4 - [i13]Karsten Fyhn, Hamid Dadkhahi, Marco F. Duarte:
Spectral Compressive Sensing with Polar Interpolation. CoRR abs/1303.2799 (2013) - [i12]Karsten Fyhn, Marco F. Duarte, Søren Holdt Jensen:
Compressive Parameter Estimation for Sparse Translation-Invariant Signals Using Polar Interpolation. CoRR abs/1305.3483 (2013) - [i11]Karsten Fyhn, Marco F. Duarte, Søren Holdt Jensen:
Compressive Time Delay Estimation Using Interpolation. CoRR abs/1306.2434 (2013) - [i10]Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank:
Conditioning of Random Block Subdictionaries with Applications to Block-Sparse Recovery and Regression. CoRR abs/1309.5310 (2013) - 2012
- [j11]Lorne Applebaum, Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank:
Asynchronous code-division random access using convex optimization. Phys. Commun. 5(2): 129-147 (2012) - [j10]Marco F. Duarte, Richard G. Baraniuk:
Kronecker Compressive Sensing. IEEE Trans. Image Process. 21(2): 494-504 (2012) - [c31]Marco F. Duarte, Thomas E. Matthews, Warren S. Warren, A. Robert Calderbank:
Melanoma classification from Hidden Markov Tree features. ICASSP 2012: 685-688 - [c30]Sina Jafarpour, Marco F. Duarte, A. Robert Calderbank:
Beyond worst-case reconstruction in deterministic compressed sensing. ISIT 2012: 1852-1856 - [c29]Marco F. Duarte:
Localization and bearing estimation via structured sparsity models. SSP 2012: 333-336 - [c28]Adam C. Polak, Marco F. Duarte, Dennis L. Goeckel:
Grouped incoherent measurements for compressive sensing. SSP 2012: 732-735 - [p1]Mark A. Davenport, Marco F. Duarte, Yonina C. Eldar, Gitta Kutyniok:
Introduction to compressed sensing. Compressed Sensing 2012: 1-64 - [i9]Dror Baron, Marco F. Duarte:
Signal Recovery in Compressed Sensing via Universal Priors. CoRR abs/1204.2611 (2012) - [i8]Adam C. Polak, Marco F. Duarte, Dennis Goeckel:
Performance Bounds for Grouped Incoherent Measurements in Compressive Sensing. CoRR abs/1205.2118 (2012) - 2011
- [j9]Marco F. Duarte, Yonina C. Eldar:
Structured Compressed Sensing: From Theory to Applications. IEEE Trans. Signal Process. 59(9): 4053-4085 (2011) - [c27]Dror Baron, Marco F. Duarte:
Universal MAP estimation in compressed sensing. Allerton 2011: 768-775 - [c26]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: 1239-1243 - [c25]Victoria Kostina, Marco F. Duarte, Sina Jafarpour, A. Robert Calderbank:
The value of redundant measurement in compressed sensing. ICASSP 2011: 3656-3659 - [i7]Lorne Applebaum, Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank:
Asynchronous Code-Division Random Access Using Convex Optimization. CoRR abs/1101.1477 (2011) - [i6]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 abs/1102.2677 (2011) - [i5]Marco F. Duarte, Yonina C. Eldar:
Structured Compressed Sensing: From Theory to Applications. CoRR abs/1106.6224 (2011) - 2010
- [j8]Mark A. Davenport, Chinmay Hegde, Marco F. Duarte, Richard G. Baraniuk:
Joint Manifolds for Data Fusion. IEEE Trans. Image Process. 19(10): 2580-2594 (2010) - [j7]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): 520-544 (2010) - [j6]Richard G. Baraniuk, Volkan Cevher, Marco F. Duarte, Chinmay Hegde:
Model-based compressive sensing. IEEE Trans. Inf. Theory 56(4): 1982-2001 (2010) - [c24]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 - [c23]Lorne Applebaum, Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank:
Multiuser detection in asynchronous on-off random access channels using lasso. Allerton 2010: 130-137 - [c22]Marco F. Duarte, Richard G. Baraniuk:
Recovery of frequency-sparse signals from compressive measurements. Allerton 2010: 599-606 - [c21]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: 604-611 - [c20]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: 2886-2889 - [c19]Marco F. Duarte, Richard G. Baraniuk:
Kronecker product matrices for compressive sensing. ICASSP 2010: 3650-3653
2000 – 2009
- 2009
- [c18]Marco F. Duarte, Volkan Cevher, Richard G. Baraniuk:
Model-based compressive sensing for signal ensembles. Allerton 2009: 244-250 - [c17]Marco F. Duarte, Chinmay Hegde, Volkan Cevher, Richard G. Baraniuk:
Recovery of compressible signals in unions of subspaces. CISS 2009: 175-180 - [i4]Mark A. Davenport, Chinmay Hegde, Marco F. Duarte, Richard G. Baraniuk:
A Theoretical Analysis of Joint Manifolds. CoRR abs/0901.0760 (2009) - [i3]Dror Baron, Marco F. Duarte, Michael B. Wakin, Shriram Sarvotham, Richard G. Baraniuk:
Distributed Compressive Sensing. CoRR abs/0901.3403 (2009) - [i2]Joel A. Tropp, Jason N. Laska, Marco F. Duarte, Justin K. Romberg, Richard G. Baraniuk:
Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals. CoRR abs/0902.0026 (2009) - 2008
- [j5]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): 83-91 (2008) - [c16]Volkan Cevher, Aswin C. Sankaranarayanan, Marco F. Duarte, Dikpal Reddy, Richard G. Baraniuk, Rama Chellappa:
Compressive Sensing for Background Subtraction. ECCV (2) 2008: 155-168 - [c15]Volkan Cevher, Marco F. Duarte, Richard G. Baraniuk:
Distributed target localization via spatial sparsity. EUSIPCO 2008: 1-5 - [c14]Marco F. Duarte, Michael B. Wakin, Richard G. Baraniuk:
Wavelet-domain compressive signal reconstruction using a Hidden Markov Tree model. ICASSP 2008: 5137-5140 - [c13]Volkan Cevher, Marco F. Duarte, Chinmay Hegde, Richard G. Baraniuk:
Sparse Signal Recovery Using Markov Random Fields. NIPS 2008: 257-264 - [i1]Richard G. Baraniuk, Volkan Cevher, Marco F. Duarte, Chinmay Hegde:
Model-Based Compressive Sensing. CoRR abs/0808.3572 (2008) - 2007
- [j4]David G. Stork, Marco F. Duarte:
Computer Vision, Image Analysis, and Master Art: Part 3. IEEE Multim. 14(1): 14-18 (2007) - [j3]David G. Stork, Marco F. Duarte:
Revisiting Computer Image Analysis and Art. IEEE Multim. 14(3): 108-109 (2007) - [c12]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: 64980H - [c11]Marco F. Duarte, Mark A. Davenport, Michael B. Wakin, Jason N. Laska, Dharmpal Takhar, Kevin F. Kelly, Richard G. Baraniuk:
Multiscale Random Projections for Compressive Classification. ICIP (6) 2007: 161-164 - [c10]Jason N. Laska, Sami Kirolos, Marco F. Duarte, Tamer Ragheb, Richard G. Baraniuk, Yehia Massoud:
Theory and Implementation of an Analog-to-Information Converter using Random Demodulation. ISCAS 2007: 1959-1962 - 2006
- [c9]Dharmpal Takhar, Jason N. Laska, Michael B. Wakin, Marco F. Duarte, Dror Baron, Shriram Sarvotham, Kevin F. Kelly, Richard G. Baraniuk:
A new compressive imaging camera architecture using optical-domain compression. Computational Imaging 2006: 606509 - [c8]Marco F. Duarte, Mark A. Davenport, Michael B. Wakin, Richard G. Baraniuk:
Sparse Signal Detection from Incoherent Projections. ICASSP (3) 2006: 305-308 - [c7]Joel A. Tropp, Michael B. Wakin, Marco F. Duarte, Dror Baron, Richard G. Baraniuk:
Random Filters for Compressive Sampling and Reconstruction. ICASSP (3) 2006: 872-875 - [c6]Michael B. Wakin, Jason N. Laska, Marco F. Duarte, Dror Baron, Shriram Sarvotham, Dharmpal Takhar, Kevin F. Kelly, Richard G. Baraniuk:
An Architecture for Compressive Imaging. ICIP 2006: 1273-1276 - [c5]Marco F. Duarte, Michael B. Wakin, Dror Baron, Richard G. Baraniuk:
Universal distributed sensing via random projections. IPSN 2006: 177-185 - 2005
- [c4]Michael B. Wakin, Marco F. Duarte, Shriram Sarvotham, Dror Baron, Richard G. Baraniuk:
Recovery of Jointly Sparse Signals from Few Random Projections. NIPS 2005: 1433-1440 - 2004
- [j2]Marco F. Duarte, Yu Hen Hu:
Vehicle classification in distributed sensor networks. J. Parallel Distributed Comput. 64(7): 826-838 (2004) - [j1]Marco F. Duarte, Yu Hen Hu:
Distance-Based Decision Fusion in a Distributed Wireless Sensor Network. Telecommun. Syst. 26(2-4): 339-350 (2004) - [c3]Marco F. Duarte, Yu Hen Hu:
Optimal decision fusion with applications to target detection in wireless ad hoc sensor networks. ICME 2004: 1803-1806 - [c2]Marco F. Duarte, Yu Hen Hu:
Optimal decision fusion with applications to target detection in wireless ad hoc sensor networks. MMSP 2004: 319-322 - 2003
- [c1]Marco F. Duarte, Yu Hen Hu:
Distance Based Decision Fusion in a Distributed Wireless Sensor Network. IPSN 2003: 392-404
Coauthor Index