Liguo Wang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 48

Top Topics

Active Learning

Image Classification

Feature Extraction

Top Venues

IEEE Trans. Geosci. Remote. Sens.

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

IEEE Geosci. Remote. Sens. Lett.

Publications

Ying Cui, Longyu Zhu, Chunhui Zhao, Liguo Wang, Shan Gao
Lightweight Spectral-Spatial Feature Extraction Network Based on Domain Generalization for Cross-Scene Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jinghui Yang, Jia Qin, Jinxi Qian, Anqi Li, Liguo Wang
AL-MRIS: An Active Learning-Based Multipath Residual Involution Siamese Network for Few-Shot Hyperspectral Image Classification. Remote. Sens. 16 (6) (2024)
Cuiping Shi, Kaijie Shi, Fei Zhu, Zexin Zeng, Liguo Wang
Multihead Global Attention and Spatial Spectral Information Fusion for Remote Sensing Image Compression. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Cuiping Shi, Shuheng Yue, Liguo Wang
Attention Head Interactive Dual Attention Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jinghui Yang, Anqi Li, Jinxi Qian, Jia Qin, Liguo Wang
A Hyperspectral Image Classification Method Based on Pyramid Feature Extraction With Deformable-Dilated Convolution. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Jinghui Yang, Anqi Li, Jinxi Qian, Jia Qin, Liguo Wang
A Cross-Attention-Based Multi-Information Fusion Transformer for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Cuiping Shi, Shuheng Yue, Haiyang Wu, Fei Zhu, Liguo Wang
A Multihop Graph Rectify Attention and Spectral Overlap Grouping Convolutional Fusion Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xiaoyi Wang, Liguo Wang, Qunming Wang, Anna Vizziello, Paolo Gamba
Hyperspectral Target Detection via Global Spatial-Spectral Attention Network and Background Suppression. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Moqi Liu, Haizhu Pan, Haimiao Ge, Liguo Wang
MS3Net: Multiscale stratified-split symmetric network with quadra-view attention for hyperspectral image classification. Signal Process. 212 (2023)
Heng Wang, Liguo Wang
Collaborative Active Learning Based on Improved Capsule Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Haimiao Ge, Liguo Wang, Moqi Liu, Xiaoyu Zhao, Yuexia Zhu, Haizhu Pan, Yanzhong Liu
Pyramidal Multiscale Convolutional Network With Polarized Self-Attention for Pixel-Wise Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Lifeng Wang, Junguo Zhang, Liguo Wang, Lorenzo Bruzzone
SFFGL: A Semantic Feature Fused Global Learning Framework for Multiclass Change Detection in Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Diling Liao, Cuiping Shi, Liguo Wang
A complementary integrated Transformer network for hyperspectral image classification. CAAI Trans. Intell. Technol. 8 (4) (2023)
Cuiping Shi, Jingwei Sun, Tianyi Wang, Liguo Wang
Hyperspectral Image Classification Based on a 3D Octave Convolution and 3D Multiscale Spatial Attention Network. Remote. Sens. 15 (1) (2023)
Ya Gao, Liguo Wang, Ge-ji Zhong, Yitong Wang, Jinghui Yang
Potential of Remote Sensing Images for Soil Moisture Retrieving Using Ensemble Learning Methods in Vegetation-Covered Area. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Denghui Zhang, Muhammad Shafiq, Liguo Wang, Gautam Srivastava, Shoulin Yin
Privacy-preserving remote sensing images recognition based on limited visual cryptography. CAAI Trans. Intell. Technol. 8 (4) (2023)
Shoulin Yin, Liguo Wang, Muhammad Shafiq, Lin Teng, Asif Ali Laghari, Muhammad Faizan Khan
G2Grad-CAMRL: An Object Detection and Interpretation Model Based on Gradient-Weighted Class Activation Mapping and Reinforcement Learning in Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Xiaoyi Wang, Liguo Wang, Anna Vizziello, Paolo Gamba
Hyperspectral Anomaly Detection Based on Multiscale Central Difference Convolution Network. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Haimiao Ge, Liguo Wang, Moqi Liu, Yuexia Zhu, Xiaoyu Zhao, Haizhu Pan, Yanzhong Liu
Two-Branch Convolutional Neural Network with Polarized Full Attention for Hyperspectral Image Classification. Remote. Sens. 15 (3) (2023)
Ying Cui, Chao Shao, Li Luo, Liguo Wang, Shan Gao, Liwei Chen
Center Weighted Convolution and GraphSAGE Cooperative Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Ying Cui, Wenshan Li, Liwei Chen, Liguo Wang, Jing Jiang, Shan Gao
Feature Fusion Network Model Based on Dual Attention Mechanism for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Peng Wang, Yanqin Zhang, Liguo Wang, Lei Zhang, Henry Leung
Sub-Pixel Mapping of Spectral Imagery Based on Deviation Information Measurement. IEEE Trans. Instrum. Meas. 72 (2023)
Cuiping Shi, Mengxiang Ding, Liguo Wang, Haizhu Pan
Learn by Yourself: A Feature-Augmented Self-Distillation Convolutional Neural Network for Remote Sensing Scene Image Classification. Remote. Sens. 15 (23) (2023)
Peng Wang, Yulan Wang, Bo Huang, Liguo Wang, Xiwang Zhang, Henry Leung, Jocelyn Chanussot
Poissonian Blurred Hyperspectral Imagery Denoising Based on Variable Splitting and Penalty Technique. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Diling Liao, Cuiping Shi, Liguo Wang
A Spectral-Spatial Fusion Transformer Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Cuiping Shi, Haiyang Wu, Liguo Wang
A Feature Complementary Attention Network Based on Adaptive Knowledge Filtering for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Liguo Wang, Xiaoyi Wang, Anna Vizziello, Paolo Gamba
RSAAE: Residual Self-Attention-Based Autoencoder for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Shoulin Yin, Liguo Wang, Qunming Wang, Mirjana Ivanovic, Jinghui Yang
M2F2-RCNN: Multi-functional faster RCNN based on multi-scale feature fusion for region search in remote sensing images. Comput. Sci. Inf. Syst. 20 (4) (2023)
Liguo Wang, Ya Gao
Soil Moisture Retrieval From Sentinel-1 and Sentinel-2 Data Using Ensemble Learning Over Vegetated Fields. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Cuiping Shi, Haiyang Wu, Liguo Wang
A Positive Feedback Spatial-Spectral Correlation Network Based on Spectral Slice for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Boran Ma, Heng Wang, Liguo Wang
A Model Based on Dense Connection 3D-2D-CNN for Hyperspectral Image Classification. VSIP (2023)
Shoulin Yin, Liguo Wang, Qunming Wang, Jinghui Yang, Man Jiang
Remote Sensing Image Segmentation Based on a Novel Gaussian Mixture Model and SURF Algorithm. Int. J. Swarm Intell. Res. 14 (2) (2023)
Jinghui Yang, Jia Qin, Jinxi Qian, Anqi Li, Liguo Wang
A Multipath and Multiscale Siamese Network Based on Spatial-Spectral Features for Few-Shot Hyperspectral Image Classification. Remote. Sens. 15 (18) (2023)
Lifeng Wang, Liguo Wang, Lorenzo Bruzzone
A Sub-Pixel Convolution-Based Residual Network for Hyperspectral Image Change Detection. IGARSS (2022)
Xiaoyi Wang, Liguo Wang, Jiawen Wang, Kaipeng Sun, Qunming Wang
Reweighted Nuclear Norm and Total Variation Regularization With Sparse Dictionary Construction for Hyperspectral Anomaly Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Jinbiao Xia, Ying Cui, Wenshan Li, Liguo Wang, Chao Wang
Lightweight Self-Attention Residual Network for Hyperspectral Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Lifeng Wang, Liguo Wang, Heng Wang, Xiaoyi Wang, Lorenzo Bruzzone
SPCNet: A Subpixel Convolution-Based Change Detection Network for Hyperspectral Images With Different Spatial Resolutions. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Ying Cui, Wenshan Li, Liwei Chen, Shan Gao, Liguo Wang
Double-Branch Local Context Feature Extraction Network for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Cuiping Shi, Diling Liao, Tianyu Zhang, Liguo Wang
Hyperspectral Image Classification Based on Expansion Convolution Network. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Liguo Wang, Heng Wang, Lifeng Wang, Xiaoyi Wang, Yao Shi, Ying Cui
RSSGL: Statistical Loss Regularized 3-D ConvLSTM for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xiaoyi Wang, Liguo Wang, Hao Wu, Jiawen Wang, Kaipeng Sun, Anqi Lin, Qunming Wang
A Double Dictionary-Based Nonlinear Representation Model for Hyperspectral Subpixel Target Detection. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xiaoyi Wang, Liguo Wang, Qunming Wang
Local Spatial-Spectral Information-Integrated Semisupervised Two-Stream Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Liguo Wang, Lifeng Wang, Qunming Wang, Lorenzo Bruzzone
RSCNet: A Residual Self-Calibrated Network for Hyperspectral Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Cuiping Shi, Jingwei Sun, Liguo Wang
Hyperspectral Image Classification Based on Spectral Multiscale Convolutional Neural Network. Remote. Sens. 14 (8) (2022)
Guangxin Liu, Liguo Wang, Danfeng Liu, Lei Fei, Jinghui Yang
Hyperspectral Image Classification Based on Non-Parallel Support Vector Machine. Remote. Sens. 14 (10) (2022)
Peng Wang, Mingxuan Huang, Liguo Wang, Gong Zhang, Henry Leung, Chunlei Zhao
Spatiotemporal Subpixel Mapping Based on Priori Remote Sensing Image With Variation Differences. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Cuiping Shi, Xinlei Zhang, Jingwei Sun, Liguo Wang
Remote Sensing Scene Image Classification Based on Self-Compensating Convolution Neural Network. Remote. Sens. 14 (3) (2022)
Cuiping Shi, Diling Liao, Tianyu Zhang, Liguo Wang
Hyperspectral Image Classification Based on 3D Coordination Attention Mechanism Network. Remote. Sens. 14 (3) (2022)