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2023 Le Sun Tensor Cascaded-Rank Minimization in Subspace A Unified Regime For Hyperspectral Image Low-Level Vision by Phương Trang is a document available to read on EtoBox.

What is 2023 Le Sun Tensor Cascaded-Rank Minimization in Subspace A Unified Regime For Hyperspectral Image Low-Level Vision about?

This paper introduces a unified subspace low-rank learning regime called STCR for hyperspectral image (HSI) low-level vision tasks, addressing the limitations of previous methods that inadequately exploited the low-rank nature of HSIs. The STCR method employs a novel tensor low-cascaded-rank decomposition to effectively capture correlations across spatial, nonlocal, and spectral modes, enhancing tasks like denoising, compressive sensing reconstruction, inpainting, and destriping. Extensive evaluations demon

Author

Phương Trang

Language

EN