Lina Zhuang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 50

Top Topics

Anomaly Detection

Sparse Representation

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Lina Zhuang, Michael Ng, Lianru Gao, Zhicheng Wang
Eigen-CNN: Eigenimages Plus Eigennoise Level Maps Guided Network for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Tianwei Zhang, Xu Sun, Lina Zhuang, Lianru Gao, Bing Zhang, Ke Zheng
Shape-Sensitive Feature Extraction for Large-Aspect-Ratio Object Detection. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Xiaobin Zhao, Antonio Plaza
Sliding Dual-Window-Inspired Reconstruction Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xiaotong Sun, Lina Zhuang, Lianru Gao, Hongmin Gao, Xu Sun, Bing Zhang
A Point-Set Topology-Based Information Entropy Estimation Method for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xiaotong Sun, Lina Zhuang, Lianru Gao, Hongmin Gao, Xu Sun, Bing Zhang
Information Entropy Estimation Based on Point-Set Topology for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Tianwei Zhang, Xu Sun, Lina Zhuang, Xiaoyu Dong, Lianru Gao, Bing Zhang, Ke Zheng
FFN: Fountain Fusion Net for Arbitrary-Oriented Object Detection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Min Huang, Antonio J. Plaza
PDBSNet: Pixel-Shuffle Downsampling Blind-Spot Reconstruction Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Min Huang, Antonio Plaza
BockNet: Blind-Block Reconstruction Network With a Guard Window for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Lianru Gao, Degang Wang, Lina Zhuang, Xu Sun, Min Huang, Antonio Plaza
LNet: A New Blind-Spot Self-Supervised Learning Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhicheng Wang, Michael K. Ng, Joseph Michalski, Lina Zhuang
A Self-Supervised Deep Denoiser for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Lina Zhuang, Michael K. Ng
FastHyMix: Fast and Parameter-Free Hyperspectral Image Mixed Noise Removal. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Xiaotong Sun, Bing Zhang, Lina Zhuang, Hongmin Gao, Xu Sun, Li Ni
Anomaly Detection Based on Tree Topology for Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Lianru Gao, Xiaotong Sun, Xu Sun, Lina Zhuang, Qian Du, Bing Zhang
Hyperspectral Anomaly Detection Based on Chessboard Topology. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Tianwei Zhang, Xu Sun, Lina Zhuang, Xiaoyu Dong, Jianjun Sha, Bing Zhang, Ke Zheng
AFRE-Net: Adaptive Feature Representation Enhancement for Arbitrary Oriented Object Detection. Remote. Sens. 15 (20) (2023)
Xiaotong Sun, Lina Zhuang, Lianru Gao, Hongmin Gao, Xu Sun, Bing Zhang
Information Retrieval With Chessboard-Shaped Topology for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Lina Zhuang, Michael K. Ng, Yao Liu
Cross-Track Illumination Correction for Hyperspectral Pushbroom Sensor Images Using Low-Rank and Sparse Representations. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Ting Xie, Licheng Liu, Lina Zhuang
Plug-and-Play Priors for Multi-Shot Compressive Hyperspectral Imaging. IEEE Trans. Image Process. 32 (2023)
Lina Zhuang, Michael K. Ng, Xiyou Fu, José M. Bioucas-Dias
Hy-Demosaicing: Hyperspectral Blind Reconstruction From Spectral Subsampling. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Lina Zhuang, Lianru Gao, Bing Zhang, Xiyou Fu, José M. Bioucas-Dias
Hyperspectral Image Denoising and Anomaly Detection Based on Low-Rank and Sparse Representations. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhicheng Wang, Michael K. Ng, Lina Zhuang, Lianru Gao, Bing Zhang
Nonlocal Self-Similarity-Based Hyperspectral Remote Sensing Image Denoising With 3-D Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Tai-Xiang Jiang, Lina Zhuang, Ting-Zhu Huang, Xi-Le Zhao, José M. Bioucas-Dias
Adaptive Hyperspectral Mixed Noise Removal. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Bing Zhang, Yashinov Aziz, Zhicheng Wang, Lina Zhuang, Michael K. Ng, Lianru Gao
Hyperspectral Image Stripe Detection and Correction Using Gabor Filters and Subspace Representation. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Lianru Gao, Zhicheng Wang, Lina Zhuang, Haoyang Yu, Bing Zhang, Jocelyn Chanussot
Using Low-Rank Representation of Abundance Maps and Nonnegative Tensor Factorization for Hyperspectral Nonlinear Unmixing. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Pan Chen, Cong Li, Bing Zhang, Zhengchao Chen, Xuan Yang, Kaixuan Lu, Lina Zhuang
A Region-Based Feature Fusion Network for VHR Image Change Detection. Remote. Sens. 14 (21) (2022)
Zhou Zhang, Degang Wang, Xu Sun, Lina Zhuang, Rong Liu, Li Ni
Spatial Sampling and Grouping Information Entropy Strategy Based on Kernel Fuzzy C-Means Clustering Method for Hyperspectral Band Selection. Remote. Sens. 14 (19) (2022)
Jie Lin, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Lina Zhuang
A Tensor Subspace Representation-Based Method for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 59 (9) (2021)
Xiyou Fu, Sen Jia, Lina Zhuang, Meng Xu, Jun Zhou, Qingquan Li
Hyperspectral Anomaly Detection via Deep Plug-and-Play Denoising CNN Regularization. IEEE Trans. Geosci. Remote. Sens. 59 (11) (2021)
Lina Zhuang, Lianru Gao, Bing Zhang, Xiyou Fu, José M. Bioucas-Dias
Hyperspectral Image Denoising and Anomaly Detection Based on Low-rank and Sparse Representations. CoRR (2021)
Lina Zhuang, Xiyou Fu, Michael K. Ng, José M. Bioucas-Dias
Hyperspectral Image Denoising Based on Global and Nonlocal Low-Rank Factorizations. IEEE Trans. Geosci. Remote. Sens. 59 (12) (2021)
Lina Zhuang, José M. Bioucas-Dias
Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse Representations. CoRR (2021)
Lina Zhuang, Michael K. Ng, Xiyou Fu
Hyperspectral Image Mixed Noise Removal Using Subspace Representation and Deep CNN Image Prior. Remote. Sens. 13 (20) (2021)
Lianru Gao, Zhicheng Wang, Lina Zhuang, Haoyang Yu, Bing Zhang, Jocelyn Chanussot
Using Low-rank Representation of Abundance Maps and Nonnegative Tensor Factorization for Hyperspectral Nonlinear Unmixing. CoRR (2021)
Marina Ljubenovic, Lina Zhuang, Jan De Beenhouwer, Jan Sijbers
Joint Deblurring and Denoising of THz Time-Domain Images. IEEE Access 9 (2021)
Lina Zhuang, Michael K. Ng
FastHyMix: Fast and Parameter-free Hyperspectral Image Mixed Noise Removal. CoRR (2021)
Haoyang Yu, Lianru Gao, Wenzhi Liao, Bing Zhang, Lina Zhuang, Meiping Song, Jocelyn Chanussot
Global Spatial and Local Spectral Similarity-Based Manifold Learning Group Sparse Representation for Hyperspectral Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 58 (5) (2020)
Lianru Gao, Daixin Gu, Lina Zhuang, Jinchang Ren, Dong Yang, Bing Zhang
Combining t-Distributed Stochastic Neighbor Embedding With Convolutional Neural Networks for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17 (8) (2020)
Zhicheng Wang, Lina Zhuang, Lianru Gao, Andrea Marinoni, Bing Zhang, Michael K. Ng
Hyperspectral Nonlinear Unmixing by Using Plug-and-Play Prior for Abundance Maps. Remote. Sens. 12 (24) (2020)
Lina Zhuang, Michael K. Ng
Cross-track Illumination Correction For Hyperspectral Pushbroom Sensors Using Total Variation and Sparsity Regularization. SAM (2020)
Lina Zhuang, Michael K. Ng
Hyperspectral Mixed Noise Removal By $\ell _1$-Norm-Based Subspace Representation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Lina Zhuang, Chia-Hsiang Lin, Mário A. T. Figueiredo, José M. Bioucas-Dias
Regularization Parameter Selection in Minimum Volume Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 57 (12) (2019)
Lina Zhuang, José M. Bioucas-Dias
Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse Representations. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (3) (2018)
Tai-Xiang Jiang, Lina Zhuang, Ting-Zhu Huang, José M. Bioucas-Dias
Adaptive Hyperspectral Mixed Noise Removal. IGARSS (2018)
Lina Zhuang, José M. Bioucas-Dias
Hy-Demosaicing: Hyperspectral Blind Reconstruction from Spectral Subsampling. IGARSS (2018)
Marina Ljubenovic, Lina Zhuang, Mário A. T. Figueiredo
Class-Adapted Blind Deblurring of Document Images. ICDAR (2017)
Dan Yao, Lina Zhuang, Lianru Gao, Bing Zhang, José M. Bioucas-Dias
Hyperspectral image inpainting based on low-rank representation: A case study on Tiangong-1 data. IGARSS (2017)
Lina Zhuang, José M. Bioucas-Dias
Hyperspectral image denoising based on global and non-local low-rank factorizations. ICIP (2017)
Lianru Gao, Dan Yao, Qingting Li, Lina Zhuang, Bing Zhang, José M. Bioucas-Dias
A New Low-Rank Representation Based Hyperspectral Image Denoising Method for Mineral Mapping. Remote. Sens. 9 (11) (2017)
Lianru Gao, Lina Zhuang, Bing Zhang
Region-Based Estimate of Endmember Variances for Hyperspectral Image Unmixing. IEEE Geosci. Remote. Sens. Lett. 13 (12) (2016)
Lina Zhuang, José M. Bioucas-Dias
Fast Hyperspectral image Denoising based on low rank and sparse representations. IGARSS (2016)
Lianru Gao, Lina Zhuang, Yuanfeng Wu, Xu Sun, Bing Zhang
A quantitative and comparative analysis of different preprocessing implementations of DPSO: a robust endmember extraction algorithm. Soft Comput. 20 (12) (2016)
Bing Zhang, Lianru Gao, Xu Sun, Lina Zhuang
Swarm intelligence: A reliable solution for extracting endmembers from hyperspectral imagery. WHISPERS (2015)
Lianru Gao, Jianwei Gao, Jun Li, Antonio Plaza, Lina Zhuang, Xu Sun, Bing Zhang
Multiple Algorithm Integration Based on Ant Colony Optimization for Endmember Extraction From Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (6) (2015)
Lina Zhuang, Bing Zhang, Lianru Gao, Jun Li, Antonio Plaza
Normal Endmember Spectral Unmixing Method for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (6) (2015)
Bing Zhang, Lina Zhuang, Lianru Gao, Wenfei Luo, Qiong Ran, Qian Du
PSO-EM: A Hyperspectral Unmixing Algorithm Based On Normal Compositional Model. IEEE Trans. Geosci. Remote. Sens. 52 (12) (2014)
Lina Zhuang, Lianru Gao, Li Ni, Bing Zhang
An improved Expectation Maximization algorithm for hyperspectral image classification. WHISPERS (2013)