Lina Zhuang

63 papers A 1B 1C 5Journal 52Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Snapshot Compressive Hyperspectral Image Reconstruction via Complementary Priors.
IEEE Trans. Computational Imaging
Yaning Zang, Min Huang, Lianru Gao, Lina Zhuang
2025 J jnl
Continuous Tensor Representation for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Yiming Zeng, Xi-Le Zhao, Teng-Yu Ji, Wei-Hao Wu, Degang Wang, Lina Zhuang
2025 J jnl
EGD-Net: Eigenimage Guided Diffusion Network for Hyperspectral Mixed Noise Removal.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhicheng Wang, Lina Zhuang, Joseph Michalski, Michael K. Ng
2025 J jnl
Similar Category Enhancement Network for Discrimination on Small Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Ziji Wei, Tianwei Zhang, Xu Sun, Lina Zhuang, Degang Wang, Andrea Marinoni, Lianru Gao
2024 J jnl
A Point-Set Topology-Based Information Entropy Estimation Method for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Xiaotong Sun, Lina Zhuang, Lianru Gao, Hongmin Gao, Xu Sun, Bing Zhang
2024 J jnl
Eigen-CNN: Eigenimages Plus Eigennoise Level Maps Guided Network for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Lina Zhuang, Michael Ng, Lianru Gao, Zhicheng Wang
2024 J jnl
Eigenimage2Eigenimage (E2E): A Self-Supervised Deep Learning Network for Hyperspectral Image Denoising.
IEEE Trans. Neural Networks Learn. Syst.
Lina Zhuang, Michael Ng, Lianru Gao, Joseph Michalski, Zhicheng Wang
2024 J jnl
Global Feature-Injected Blind-Spot Network for Hyperspectral Anomaly Detection.
IEEE Geosci. Remote. Sens. Lett.
Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Xiaobin Zhao
2024 C conf
Information Entropy Estimation Based on Point-Set Topology for Hyperspectral Anomaly Detection.
IGARSS
Xiaotong Sun, Lina Zhuang, Lianru Gao, Hongmin Gao, Xu Sun, Yi Liu, Yao Liu, Bing Zhang
2024 J jnl
Information Entropy Estimation Based on Point-Set Topology for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Xiaotong Sun, Lina Zhuang, Lianru Gao, Hongmin Gao, Xu Sun, Bing Zhang
2024 J jnl
Shape-Sensitive Feature Extraction for Large-Aspect-Ratio Object Detection.
IEEE Geosci. Remote. Sens. Lett.
Tianwei Zhang, Xu Sun, Lina Zhuang, Lianru Gao, Bing Zhang, Ke Zheng
2024 J jnl
Sliding Dual-Window-Inspired Reconstruction Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Xiaobin Zhao, Antonio Plaza
2024 — conf
Tiny Object Detection Enhancement for Large-Scale Remote Sensing Imagery.
APSIPA
Tianwei Zhang, Lianru Gao, Xu Sun, Lina Zhuang
2023 J jnl
A Self-Supervised Deep Denoiser for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Zhicheng Wang, Michael K. Ng, Joseph Michalski, Lina Zhuang
2023 J jnl
AFRE-Net: Adaptive Feature Representation Enhancement for Arbitrary Oriented Object Detection.
Remote. Sens.
Tianwei Zhang, Xu Sun, Lina Zhuang, Xiaoyu Dong, Jianjun Sha, Bing Zhang, Ke Zheng
2023 J jnl
Anomaly Detection Based on Tree Topology for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaotong Sun, Bing Zhang, Lina Zhuang, Hongmin Gao, Xu Sun, Li Ni
2023 J jnl
BS
IEEE Trans. Geosci. Remote. Sens.
Lianru Gao, Degang Wang, Lina Zhuang, Xu Sun, Min Huang, Antonio Plaza
2023 J jnl
BockNet: Blind-Block Reconstruction Network With a Guard Window for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Min Huang, Antonio Plaza
2023 J jnl
Cross-Track Illumination Correction for Hyperspectral Pushbroom Sensor Images Using Low-Rank and Sparse Representations.
IEEE Trans. Geosci. Remote. Sens.
Lina Zhuang, Michael K. Ng, Yao Liu
2023 J jnl
FFN: Fountain Fusion Net for Arbitrary-Oriented Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Tianwei Zhang, Xu Sun, Lina Zhuang, Xiaoyu Dong, Lianru Gao, Bing Zhang, Ke Zheng
2023 J jnl
FastHyMix: Fast and Parameter-Free Hyperspectral Image Mixed Noise Removal.
IEEE Trans. Neural Networks Learn. Syst.
Lina Zhuang, Michael K. Ng
2023 J jnl
Hyperspectral Anomaly Detection Based on Chessboard Topology.
IEEE Trans. Geosci. Remote. Sens.
Lianru Gao, Xiaotong Sun, Xu Sun, Lina Zhuang, Qian Du, Bing Zhang
2023 J jnl
Information Retrieval With Chessboard-Shaped Topology for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Xiaotong Sun, Lina Zhuang, Lianru Gao, Hongmin Gao, Xu Sun, Bing Zhang
2023 J jnl
PDBSNet: Pixel-Shuffle Downsampling Blind-Spot Reconstruction Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Min Huang, Antonio J. Plaza
2023 J jnl
Plug-and-Play Priors for Multi-Shot Compressive Hyperspectral Imaging.
IEEE Trans. Image Process.
Ting Xie, Licheng Liu, Lina Zhuang
2022 J jnl
A Region-Based Feature Fusion Network for VHR Image Change Detection.
Remote. Sens.
Pan Chen, Cong Li, Bing Zhang, Zhengchao Chen, Xuan Yang, Kaixuan Lu, Lina Zhuang
2022 J jnl
Adaptive Hyperspectral Mixed Noise Removal.
IEEE Trans. Geosci. Remote. Sens.
Tai-Xiang Jiang, Lina Zhuang, Ting-Zhu Huang, Xi-Le Zhao, José M. Bioucas-Dias
2022 J jnl
Hy-Demosaicing: Hyperspectral Blind Reconstruction From Spectral Subsampling.
IEEE Trans. Geosci. Remote. Sens.
Lina Zhuang, Michael K. Ng, Xiyou Fu, José M. Bioucas-Dias
2022 J jnl
Hyperspectral Image Denoising and Anomaly Detection Based on Low-Rank and Sparse Representations.
IEEE Trans. Geosci. Remote. Sens.
Lina Zhuang, Lianru Gao, Bing Zhang, Xiyou Fu, José M. Bioucas-Dias
2022 J jnl
Hyperspectral Image Stripe Detection and Correction Using Gabor Filters and Subspace Representation.
IEEE Geosci. Remote. Sens. Lett.
Bing Zhang, Yashinov Aziz, Zhicheng Wang, Lina Zhuang, Michael K. Ng, Lianru Gao
2022 J jnl
Nonlocal Self-Similarity-Based Hyperspectral Remote Sensing Image Denoising With 3-D Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens.
Zhicheng Wang, Michael K. Ng, Lina Zhuang, Lianru Gao, Bing Zhang
2022 J jnl
Spatial Sampling and Grouping Information Entropy Strategy Based on Kernel Fuzzy C-Means Clustering Method for Hyperspectral Band Selection.
Remote. Sens.
Zhou Zhang, Degang Wang, Xu Sun, Lina Zhuang, Rong Liu, Li Ni
2022 J jnl
Using Low-Rank Representation of Abundance Maps and Nonnegative Tensor Factorization for Hyperspectral Nonlinear Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Lianru Gao, Zhicheng Wang, Lina Zhuang, Haoyang Yu, Bing Zhang, Jocelyn Chanussot
2021 J jnl
A Tensor Subspace Representation-Based Method for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Jie Lin, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Lina Zhuang
2021 J jnl
Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse Representations.
CoRR
Lina Zhuang, José M. Bioucas-Dias
2021 J jnl
FastHyMix: Fast and Parameter-free Hyperspectral Image Mixed Noise Removal.
CoRR
Lina Zhuang, Michael K. Ng
2021 J jnl
Hyperspectral Anomaly Detection via Deep Plug-and-Play Denoising CNN Regularization.
IEEE Trans. Geosci. Remote. Sens.
Xiyou Fu, Sen Jia, Lina Zhuang, Meng Xu, Jun Zhou, Qingquan Li
2021 J jnl
Hyperspectral Image Denoising Based on Global and Nonlocal Low-Rank Factorizations.
IEEE Trans. Geosci. Remote. Sens.
Lina Zhuang, Xiyou Fu, Michael K. Ng, José M. Bioucas-Dias
2021 J jnl
Hyperspectral Image Denoising and Anomaly Detection Based on Low-rank and Sparse Representations.
CoRR
Lina Zhuang, Lianru Gao, Bing Zhang, Xiyou Fu, José M. Bioucas-Dias
2021 J jnl
Hyperspectral Image Mixed Noise Removal Using Subspace Representation and Deep CNN Image Prior.
Remote. Sens.
Lina Zhuang, Michael K. Ng, Xiyou Fu
2021 J jnl
Joint Deblurring and Denoising of THz Time-Domain Images.
IEEE Access
Marina Ljubenovic, Lina Zhuang, Jan De Beenhouwer, Jan Sijbers
2021 J jnl
Using Low-rank Representation of Abundance Maps and Nonnegative Tensor Factorization for Hyperspectral Nonlinear Unmixing.
CoRR
Lianru Gao, Zhicheng Wang, Lina Zhuang, Haoyang Yu, Bing Zhang, Jocelyn Chanussot
2020 J jnl
Combining t-Distributed Stochastic Neighbor Embedding With Convolutional Neural Networks for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Lianru Gao, Daixin Gu, Lina Zhuang, Jinchang Ren, Dong Yang, Bing Zhang
2020 — conf
Cross-track Illumination Correction For Hyperspectral Pushbroom Sensors Using Total Variation and Sparsity Regularization.
SAM
Lina Zhuang, Michael K. Ng
2020 J jnl
Global Spatial and Local Spectral Similarity-Based Manifold Learning Group Sparse Representation for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens.
Haoyang Yu, Lianru Gao, Wenzhi Liao, Bing Zhang, Lina Zhuang, Meiping Song, Jocelyn Chanussot
2020 J jnl
Hyperspectral Mixed Noise Removal By $\ell _1$-Norm-Based Subspace Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lina Zhuang, Michael K. Ng
2020 J jnl
Hyperspectral Nonlinear Unmixing by Using Plug-and-Play Prior for Abundance Maps.
Remote. Sens.
Zhicheng Wang, Lina Zhuang, Lianru Gao, Andrea Marinoni, Bing Zhang, Michael K. Ng
2019 J jnl
Regularization Parameter Selection in Minimum Volume Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Lina Zhuang, Chia-Hsiang Lin, Mário A. T. Figueiredo, José M. Bioucas-Dias
2018 C conf
Adaptive Hyperspectral Mixed Noise Removal.
IGARSS
Tai-Xiang Jiang, Lina Zhuang, Ting-Zhu Huang, José M. Bioucas-Dias
2018 J jnl
Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse Representations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lina Zhuang, José M. Bioucas-Dias
2018 C conf
Hy-Demosaicing: Hyperspectral Blind Reconstruction from Spectral Subsampling.
IGARSS
Lina Zhuang, José M. Bioucas-Dias
2017 J jnl
A New Low-Rank Representation Based Hyperspectral Image Denoising Method for Mineral Mapping.
Remote. Sens.
Lianru Gao, Dan Yao, Qingting Li, Lina Zhuang, Bing Zhang, José M. Bioucas-Dias
2017 A conf
Class-Adapted Blind Deblurring of Document Images.
ICDAR
Marina Ljubenovic, Lina Zhuang, Mário A. T. Figueiredo
2017 B conf
Hyperspectral image denoising based on global and non-local low-rank factorizations.
ICIP
Lina Zhuang, José M. Bioucas-Dias
2017 C conf
Hyperspectral image inpainting based on low-rank representation: A case study on Tiangong-1 data.
IGARSS
Dan Yao, Lina Zhuang, Lianru Gao, Bing Zhang, José M. Bioucas-Dias
2016 J jnl
A quantitative and comparative analysis of different preprocessing implementations of DPSO: a robust endmember extraction algorithm.
Soft Comput.
Lianru Gao, Lina Zhuang, Yuanfeng Wu, Xu Sun, Bing Zhang
2016 C conf
Fast Hyperspectral image Denoising based on low rank and sparse representations.
IGARSS
Lina Zhuang, José M. Bioucas-Dias
2016 J jnl
Region-Based Estimate of Endmember Variances for Hyperspectral Image Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Lianru Gao, Lina Zhuang, Bing Zhang
2015 J jnl
Multiple Algorithm Integration Based on Ant Colony Optimization for Endmember Extraction From Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lianru Gao, Jianwei Gao, Jun Li, Antonio Plaza, Lina Zhuang, Xu Sun, Bing Zhang
2015 J jnl
Normal Endmember Spectral Unmixing Method for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lina Zhuang, Bing Zhang, Lianru Gao, Jun Li, Antonio Plaza
2015 — conf
Swarm intelligence: A reliable solution for extracting endmembers from hyperspectral imagery.
WHISPERS
Bing Zhang, Lianru Gao, Xu Sun, Lina Zhuang
2014 J jnl
PSO-EM: A Hyperspectral Unmixing Algorithm Based On Normal Compositional Model.
IEEE Trans. Geosci. Remote. Sens.
Bing Zhang, Lina Zhuang, Lianru Gao, Wenfei Luo, Qiong Ran, Qian Du
2013 — conf
An improved Expectation Maximization algorithm for hyperspectral image classification.
WHISPERS
Lina Zhuang, Lianru Gao, Li Ni, Bing Zhang