187 citations · 1.2k across the 42 of their papers we have counts for
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math.NA2023
An inexact proximal majorization-minimization Algorithm for remote sensing image stripe noise removal
Chengjing Wang, Xile Zhao, Qingsong Wang +2
The stripe noise existing in remote sensing images badly degrades the visual quality and restricts the precision of data analysis. Therefore, many destriping models have been propo…
cs.LG2023
SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective
Yu-Bang Zheng, Xi-Le Zhao, Junhua Zeng +4
Tensor network (TN) representation is a powerful technique for computer vision and machine learning. TN structure search (TN-SS) aims to search for a customized structure to achiev…
cs.CV2023★ 4 cited
H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization
Jiayi Li, Jinyu Xie, Yisi Luo +2
Recently, tensor singular value decomposition (t-SVD) has emerged as a promising tool for hyperspectral image (HSI) processing. In the t-SVD, there are two key building blocks: (i)…