179 citations · 181 across the 3 of their papers we have counts for
3 papers
cs.CV2026
Global-Scale Self-Supervised Spatiotemporal Learning for NDVI Time-Series Reconstruction
Ang Li, Menghui Jiang, Xiaobin Guan +2
Accurate and efficient reconstruction of cloud-contaminated and noise-corrupted NDVI time series remains a challenge in remote sensing. Deep learning provides a promising solution…
eess.IV2024★ 2 cited
Adaptive Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising and Destriping
Dongyi Li, Dong Chu, Xiaobin Guan +2
Hyperspectral images (HSIs) are inevitably degraded by a mixture of various types of noise, such as Gaussian noise, impulse noise, stripe noise, and dead pixels, which greatly limi…
eess.SP2021★ 179 cited
Long time-series NDVI reconstruction in cloud-prone regions via spatio-temporal tensor completion
Dong Chu, Huanfeng Shen, Xiaobin Guan +4
The applications of Normalized Difference Vegetation Index (NDVI) time-series data are inevitably hampered by cloud-induced gaps and noise. Although numerous reconstruction methods…