Articles with "rank prior" as a keyword



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Two-Stage Image Denoising via an Enhanced Low-Rank Prior

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Published in 2022 at "Journal of Scientific Computing"

DOI: 10.1007/s10915-021-01728-0

Abstract: Restoring the image contaminated with heavy noise remains a challenging task. Since the image prior is essential to restoring a high-quality image, this paper proposes a novel two-stage enhanced low-rank prior model (TSLR) for efficient… read more here.

Keywords: image denoising; enhanced low; image; rank prior ... See more keywords
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Hyperspectral Image Denoising via Tensor Low-Rank Prior and Unsupervised Deep Spatial–Spectral Prior

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Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2022.3228927

Abstract: Hyperspectral image (HSI) denoising is a fundamental task in remote sensing image processing, which is helpful for HSI subsequent applications, such as unmixing and classification. Thanks to the powerful representation ability of untrained deep neural… read more here.

Keywords: rank; tensor low; low rank; rank prior ... See more keywords