Yu-Bang Zheng

Orcid: 0000-0003-1756-6716

According to our database1, Yu-Bang Zheng authored at least 31 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Provable Stochastic Algorithm for Large-Scale Fully-Connected Tensor Network Decomposition.
J. Sci. Comput., January, 2024

Thick Cloud Removal in Multitemporal Remote Sensing Images via Low-Rank Regularized Self-Supervised Network.
IEEE Trans. Geosci. Remote. Sens., 2024

2023
Hyperspectral Image Denoising: Reconciling Sparse and Low-Tensor-Ring-Rank Priors in the Transformed Domain.
IEEE Trans. Geosci. Remote. Sens., 2023

Thick Cloud Removal for Multitemporal Remote Sensing Images: When Tensor Ring Decomposition Meets Gradient Domain Fidelity.
IEEE Trans. Geosci. Remote. Sens., 2023

Quaternion Convolutional Neural Network With EMAP Representation for Multisource Remote-Sensing Data Classification.
IEEE Geosci. Remote. Sens. Lett., 2023

Tensor ring decomposition-based model with interpretable gradient factors regularization for tensor completion.
Knowl. Based Syst., 2023

SVDinsTN: An Integrated Method for Tensor Network Representation with Efficient Structure Search.
CoRR, 2023

Fully Tensorized Convolutional Long Short-Term Memory for Hyperspectral Image Classification.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

2022
Hyperspectral Image Denoising via Tensor Low-Rank Prior and Unsupervised Deep Spatial-Spectral Prior.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Denoising Using Unsupervised Disentangled Spatiospectral Deep Priors.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Image Restoration by Tensor Fibered Rank Constrained Optimization and Plug-and-Play Regularization.
IEEE Trans. Geosci. Remote. Sens., 2022

Nonlocal Patch-Based Fully Connected Tensor Network Decomposition for Multispectral Image Inpainting.
IEEE Geosci. Remote. Sens. Lett., 2022

Tensor Completion via Fully-Connected Tensor Network Decomposition with Regularized Factors.
J. Sci. Comput., 2022

2021
Hyperspectral Mixed Noise Removal via Spatial-Spectral Constrained Unsupervised Deep Image Prior.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Adaptive total variation and second-order total variation-based model for low-rank tensor completion.
Numer. Algorithms, 2021

Fully-Connected Tensor Network Decomposition for Robust Tensor Completion Problem.
CoRR, 2021

Nonlocal Patch-Based Fully-Connected Tensor Network Decomposition for Remote Sensing Image Inpainting.
CoRR, 2021

Hyperspectral Denoising Using Unsupervised Disentangled Spatio-Spectral Deep Priors.
CoRR, 2021

A novel non-convex low-rank tensor approximation model for hyperspectral image restoration.
Appl. Math. Comput., 2021

Three-dimensional fractional total variation regularized tensor optimized model for image deblurring.
Appl. Math. Comput., 2021

Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor Completion.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Mixed Noise Removal in Hyperspectral Image via Low-Fibered-Rank Regularization.
IEEE Trans. Geosci. Remote. Sens., 2020

Double-Factor-Regularized Low-Rank Tensor Factorization for Mixed Noise Removal in Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens., 2020

Tensor <i>N</i>-tubal rank and its convex relaxation for low-rank tensor recovery.
Inf. Sci., 2020

Unsupervised Hyperspectral Mixed Noise Removal Via Spatial-Spectral Constrained Deep Image Prior.
CoRR, 2020

2019
Reweighted Block Sparsity Regularization for Remote Sensing Images Destriping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Low-rank tensor completion via combined non-local self-similarity and low-rank regularization.
Neurocomputing, 2019

Low-Rank Tensor Completion via Tensor Nuclear Norm With Hybrid Smooth Regularization.
IEEE Access, 2019

Hyperspectral Image Denoising Via Convex Low-Fibered-Rank Regularization.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Tensor Completion via Global Low-Tubal-Rankness and Nonlocal Self-Similarity.
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

2018
Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery.
CoRR, 2018


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