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   Articles with "rpca" as a keyword



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A Novel Tensor RPCA Based Background Subtraction Method for Outdoor Imaging with a Low Cost Portable Radar

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3180154

Abstract: Measurements acquired by low cost, low weighted, portable ultra-wide-band (UWB) radar systems are highly affected by measurement noise and clutter compared to the anechoic chamber vector network analyzer (VNA) measurements. Efficient background subtraction is vital… read more here.

Keywords: tensor; rpca; background subtraction; radar ... See more keywords
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Moving Vehicle Detection Based on RPCA Using Multisquint Spaceborne SAR Images

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recommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"

DOI: 10.1109/lgrs.2020.3034682

Abstract: In this letter, a moving vehicle detection method is proposed based on spaceborne synthetic aperture radar images, generated by antenna azimuth steering with different azimuth angles and time lags. First, the multisquint geometry and sequential… read more here.

Keywords: rpca; vehicle detection; detection based; detection ... See more keywords
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A Deep Unfolded Prior-Aided RPCA Network for Cloud Removal

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recommendations! Published in 2022 at "IEEE Signal Processing Letters"

DOI: 10.1109/lsp.2022.3211189

Abstract: Clouds, together with their shadows, usually occlude ground-cover features in optical remote sensing images. This hinders the utilization of these images for a range of applications such as earth observation, land-cover classification and urban planning.… read more here.

Keywords: network; rpca network; rpca; prior aided ... See more keywords
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High-Resolution Ultrafast Ultrasound Microvasculature Imaging and Functional Imaging using Cauchy-RPCA based Clutter Filtering method.

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recommendations! Published in 2022 at "IEEE transactions on ultrasonics, ferroelectrics, and frequency control"

DOI: 10.1109/tuffc.2022.3180053

Abstract: Effective tissue clutter filtering and noise removing are essential for ultrafast Doppler imaging. Singular vector decomposition (SVD) based spatiotemporal method has been applied as a classical method to remove the clutter and strong motion artifacts.… read more here.

Keywords: cauchy rpca; clutter filtering; rpca; method ... See more keywords