Publications about 'principal component analysis'

Articles in journal or book chapters

1. Gianfranco Fornaro, Simona Verde, Diego Reale, and Antonio Pauciullo. CAESAR: An Approach Based on Covariance Matrix Decomposition to Improve Multibaseline - Multitemporal Interferometric SAR Processing. IEEE Trans. Geosci. Remote Sens., 53(4):2050-2065, April 2015. Keyword(s): SAR Processing, SAR Tomography, Component Extraction And selection SAR, CEASAR, Spaceborne SAR, multilook SAR tomography, X-Band, Urban, Persistent Scatterer Interferometry, PSI, covariance matrices, geophysical signal processing, matrix decomposition, principal component analysis, radar interferometry, radar signal processing, remote sensing by radar, synthetic aperture radar, tomography, CAESAR, Component Extraction and Selection SAR algorithm, SAR tomography, SqueeSAR, classical interferometric processing, coherence losses, covariance matrix analysis, covariance matrix decomposition, data covariance matrix, equivalent scattering mechanisms, ground deformation monitoring, high resolution Cosmo-SkyMed data, high resolution interferometric SAR sensors, interferometic stac filtering, multibaseline-multitemporal interferometric SAR processing, multilook operation, multiple scatterers, principal component analysis, synthetic aperture radar, Covariance matrices, Interferometry, Monitoring, Scattering, Spatial resolution, Synthetic aperture radar, Tomography, 3-D, 4-D and multidimensional (Multi-D) SAR imaging, Covariance matrix decomposition, SAR interferometry (InSAR), SAR tomography. [Abstract] [bibtex-entry]



2. Gianfranco Fornaro, Antonio Pauciullo, Diego Reale, and Simona Verde. Multilook SAR Tomography for 3-D Reconstruction and Monitoring of Single Structures Applied to COSMO-SKYMED Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 7(7):2776-2785, July 2014. Keyword(s): SAR Processing, SAR Tomography, Component Extraction And selection SAR, CEASAR, Spaceborne SAR, multilook SAR tomography, X-Band, Urban, Persistent Scatterer Interferometry, PSI, time series, geophysical image processing, image reconstruction, image resolution, optical tomography, radar imaging, radar interferometry, radar resolution, synthetic aperture radar, 3D reconstruction, COSMO-SKYMED dataset, Italy, Naples, Rome, building monitoring, classical DInSAR analysis, fine resolution analysis, infrastructure monitoring, multilook SAR tomography, scatterer detection, single structure monitoring, Interferometry, Monitoring, Scattering, Spatial resolution, Synthetic aperture radar, Tomography, 3D, 4D, and multi-D SAR imaging, COSMO-SKYMED (CSK), SAR tomography, (CAESAR), differential SAR tomography, principal component analysis (PCA), synthetic aperture radar (SAR). [Abstract] [bibtex-entry]



3. Emmanuel J. Candès, Xiaodong Li, Yi Ma, and John Wright. Robust Principal Component Analysis. J. ACM, 58(3), June 2011. Keyword(s): Principal components, sparsity, robustness vis-a-vis outliers, L1-norm minimization, nuclear-norm minimization, duality, low-rank matrices, video surveillance. [Abstract] [bibtex-entry]



4. Andrea Bellettini and M. A. Pinto. Theoretical accuracy of synthetic aperture sonar micronavigation using a displaced phase-center antenna. IEEE Journal of Oceanic Engineering, 27(4):780-789, October 2002. Keyword(s): Synthetic Aperture Sonar, SAS, navigation, synthetic aperture sonar, 118 to 182 kHz, Cramer-Rao lower bound, array gain, beampattern specification, displaced phase-center antenna, DPCA, ping-to-ping cross-track displacement, sway, synthetic aperture sonar micronavigation, yaw, Antenna theory, Aperture antennas, Backscatter, Computational modeling, Counting circuits, Helium, Predictive models, Principal component analysis, Sonar navigation, Synthetic aperture sonar. [Abstract] [bibtex-entry]

Conference articles

1. E. Candes, Xiaodong Li, Yi Ma, and J. Wright. Robust principal component analysis?: Recovering low-rank matrices from sparse errors. In Proc. IEEE Sensor Array and Multichannel Signal Processing Workshop, pages 201-204, October 2010. Keyword(s): bioinformatics, computer vision, low rank data matrix, nonvanishing fraction, nuclear norm, positive fraction, robust principal component analysis, simple convex program, weighted combination, matrix algebra, principal component analysis;. [Abstract] [bibtex-entry]

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This collection of SAR literature is far from being complete.
It is rather a collection of papers which I store in my literature data base. Hence, the list of publications under PUBLICATIONS OF AUTHOR'S NAME should NOT be mistaken for a complete bibliography of that author.

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