Jul 23, 2019 · The proposed TR completion model has the ability to utilize the low-rank property of time-series RS images from different dimensions. To further ...

The proposed TR completion model has the ability to utilize the low-rank property of time-series RS images from different dimensions. To further explore the ...

In this paper, we introduce the TR decomposition to RS image processing and propose a tensor completion method for RS image reconstruction. We incorporate the ...

A new low-rank tensor decomposition model, termed tensor ring (TR) decomposition, is introduced to the analysis of RS data sets and a TR completion method ...

Wei He*, Longhao Yuan, Naoto Yokoya, "Total-variation-regularized tensor ring completion for remote sensing image reconstruction", ICASSP, 2019. W. He, H ...

Fig. 5. Real Landsat 7 image restoration results using different methods. Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation.

In this paper, we consider the reconstruction problem of hyperspectral images (HSIs) based on a new type of imaging system termed as coded aperture snapshot ...

Remote sensing image reconstruction using tensor ring completion and total-variation ; Journal: IEEE TGRS ; Co-author: Yokoya Naoto,Yuan Longhao,Zhao Qibin.

Reconstruction of optical coherence tomography images using mixed low rank approximation and second order tensor based total variation method. IEEE Trans ...

Oct 16, 2023 · Remote sensing image reconstruction using tensor ring completion and total variation[J]. IEEE Transactions on Geoscience and Remote Sensing,.