Results 41 to 50 of about 3,387 (229)
Nonlocal Spatial–Spectral Neural Network for Hyperspectral Image Denoising
, 2022 Hyperspectral image (HSI) denoising is an essential preprocessing step to improve the quality of HSIs. The difficulty of HSI denoising lies in effectively modeling the intrinsic characteristics of HSIs, such as spatial-spectral correlation (SSC), global ...
Zhou, Jun +4 more
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Hyperspectral Superresolution Reconstruction via Decomposition of Low-Rank and Sparse Tensor
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022 Hyperspectral superresolution reconstruction technique obtains a high-resolution hyperspectral image (HR-HSI) by fusing both a low-resolution hyperspectral image (LR-HSI) and a high-resolution multispectral image.
Huajing Wu +4 more
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Maximizing Nonlocal Self‐Similarity Prior for Single Image Super‐Resolution
Mathematical Problems in Engineering, 2019 Prior knowledge plays an important role in the process of image super‐resolution reconstruction, which can constrain the solution space efficiently. In this paper, we utilized the fact that clear image exhibits stronger self‐similarity property than other degradated version to present a new prior called maximizing nonlocal self‐similarity for single ...
Jianhong Li +2 more
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Double-Factor Tensor Cascaded-Rank Decomposition for Hyperspectral Image Denoising
Remote Sensing, 2023 Hyperspectral image (HSIs) denoising is a preprocessing step that plays a crucial role in many applications used in Earth observation missions. Low-rank tensor representation can be utilized to restore mixed-noise HSIs, such as those affected by mixed ...
Jie Han +3 more
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Self-similar variables and the problem of nonlocal electron heat conductivity [PDF]
, 1993 Self-similar solutions of the collisional electron kinetic equation are obtained for the plasmas with one (1D) and three (3D) dimensional plasma parameter inhomogeneities and arbitrary Z{sub eff}. For the plasma parameter profiles characterized by the ratio of the mean free path of thermal electrons with respect to electron-electron collisions, {gamma}{
Krasheninnikov, S.I., Bakunin, O.G.
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Similarity of capacitive radio-frequency discharges in nonlocal regimes
, 2022 Art. 113501, 7 S.Similarity transformations are essential for correlating discharges at different scales, which are mostly utilized with local field or local energy approximations.
Fu, Y. +5 more
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, 2003 We consider a nonlocal eigenvalue problem which arises in the study of stability of spike solutions for reaction-diffusion systems with fractional reaction rates such as the Sel'kov model, the Gray-Scott system, the hypercycle Eigen and Schuster ...
Winter, M +3 more
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Nonlocal Total Variation Subpixel Mapping for Hyperspectral Remote Sensing Imagery
Remote Sensing, 2016 Subpixel mapping is a method of enhancing the spatial resolution of images, which involves dividing a mixed pixel into subpixels and assigning each subpixel to a definite land-cover class.
Ruyi Feng +5 more
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Single Remote Sensing Image Super-Resolution with an Adaptive Joint Constraint Model
Sensors, 2020 Remote sensing images have been widely used in many applications. However, the resolution of the obtained remote sensing images may not meet the increasing demands for some applications.
Lingli Fu +4 more
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Nonlocal Block-Term Decomposition for Hyperspectral Image Mixed Noise Removal
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021 Since the facility restrictions and weather conditions, hyperspectral image (HSI) is generally seriously polluted by a variety of noises. Recently, the method based on block-term decomposition with rank-$(L, L, 1)$ (BTD) has attracted wide attention in ...
Zeyu Zeng +3 more
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