Liguo Wang

Orcid: 0000-0001-9373-6233

Affiliations:
  • Dalian Nationalities University, Dalian Minzu University, College of Information and Communication Engineering, China
  • Harbin Engineering University, College of Information and Communication Engineering, Harbin, China
  • Ministry of Industry and Information Technology, Key Laboratory of Advanced Marine Communication and Information Technology, Harbin, China


According to our database1, Liguo Wang authored at least 124 papers between 2007 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Pyramid Cascaded Convolutional Neural Network with Graph Convolution for Hyperspectral Image Classification.
Remote. Sens., August, 2024

Pansharpening Based on Multimodal Texture Correction and Adaptive Edge Detail Fusion.
Remote. Sens., August, 2024

Hyperspectral Image Denoising Based on Deep and Total Variation Priors.
Remote. Sens., June, 2024

AL-MRIS: An Active Learning-Based Multipath Residual Involution Siamese Network for Few-Shot Hyperspectral Image Classification.
Remote. Sens., March, 2024

A Multihop Graph Rectify Attention and Spectral Overlap Grouping Convolutional Fusion Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Attention Head Interactive Dual Attention Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

A Dual-Branch Multiscale Transformer Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Lightweight Spectral-Spatial Feature Extraction Network Based on Domain Generalization for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

A Cross-Attention-Based Multi-Information Fusion Transformer for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Landsat-8 and Sentinel-2 Image Fusion Based on Multiscale Smoothing-Sharpening Filter.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Multihead Global Attention and Spatial Spectral Information Fusion for Remote Sensing Image Compression.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

A Hyperspectral Image Classification Method Based on Pyramid Feature Extraction With Deformable-Dilated Convolution.
IEEE Geosci. Remote. Sens. Lett., 2024

Hyperspectral image classification based on a novel Lush multi-layer feature fusion bias network.
Expert Syst. Appl., 2024

2023
Learn by Yourself: A Feature-Augmented Self-Distillation Convolutional Neural Network for Remote Sensing Scene Image Classification.
Remote. Sens., December, 2023

Privacy-preserving remote sensing images recognition based on limited visual cryptography.
CAAI Trans. Intell. Technol., December, 2023

A complementary integrated Transformer network for hyperspectral image classification.
CAAI Trans. Intell. Technol., December, 2023

MS3Net: Multiscale stratified-split symmetric network with quadra-view attention for hyperspectral image classification.
Signal Process., November, 2023

CEGAT: A CNN and enhanced-GAT based on key sample selection strategy for hyperspectral image classification.
Neural Networks, November, 2023

A Multipath and Multiscale Siamese Network Based on Spatial-Spectral Features for Few-Shot Hyperspectral Image Classification.
Remote. Sens., September, 2023

IESRGAN: Enhanced U-Net Structured Generative Adversarial Network for Remote Sensing Image Super-Resolution Reconstruction.
Remote. Sens., July, 2023

Augmented GBM Nonlinear Model to Address Spectral Variability for Hyperspectral Unmixing.
Remote. Sens., June, 2023

A Cross-Channel Dense Connection and Multi-Scale Dual Aggregated Attention Network for Hyperspectral Image Classification.
Remote. Sens., May, 2023

Blind Hyperspectral Unmixing with Enhanced 2DTV Regularization Term.
Remote. Sens., March, 2023

Two-Branch Convolutional Neural Network with Polarized Full Attention for Hyperspectral Image Classification.
Remote. Sens., February, 2023

Hyperspectral Image Classification Based on a 3D Octave Convolution and 3D Multiscale Spatial Attention Network.
Remote. Sens., January, 2023

Sub-Pixel Mapping of Spectral Imagery Based on Deviation Information Measurement.
IEEE Trans. Instrum. Meas., 2023

RSAAE: Residual Self-Attention-Based Autoencoder for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Poissonian Blurred Hyperspectral Imagery Denoising Based on Variable Splitting and Penalty Technique.
IEEE Trans. Geosci. Remote. Sens., 2023

Collaborative Active Learning Based on Improved Capsule Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

A Feature Complementary Attention Network Based on Adaptive Knowledge Filtering for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

A Positive Feedback Spatial-Spectral Correlation Network Based on Spectral Slice for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

A Spectral-Spatial Fusion Transformer Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Pyramidal Multiscale Convolutional Network With Polarized Self-Attention for Pixel-Wise Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Center Weighted Convolution and GraphSAGE Cooperative Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Feature Fusion Network Model Based on Dual Attention Mechanism for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

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., 2023

Hyperspectral Target Detection via Global Spatial-Spectral Attention Network and Background Suppression.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

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., 2023

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., 2023

SFFGL: A Semantic Feature Fused Global Learning Framework for Multiclass Change Detection in Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2023

Hyperspectral Anomaly Detection Based on Multiscale Central Difference Convolution Network.
IEEE Geosci. Remote. Sens. Lett., 2023

Remote Sensing Image Segmentation Based on a Novel Gaussian Mixture Model and SURF Algorithm.
Int. J. Swarm Intell. Res., 2023

M2F2-RCNN: Multi-functional faster RCNN based on multi-scale feature fusion for region search in remote sensing images.
Comput. Sci. Inf. Syst., 2023

A Model Based on Dense Connection 3D-2D-CNN for Hyperspectral Image Classification.
Proceedings of the 5th International Conference on Video, Signal and Image Processing, 2023

2022
A Double Dictionary-Based Nonlinear Representation Model for Hyperspectral Subpixel Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

RSSGL: Statistical Loss Regularized 3-D ConvLSTM for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

SPCNet: A Subpixel Convolution-Based Change Detection Network for Hyperspectral Images With Different Spatial Resolutions.
IEEE Trans. Geosci. Remote. Sens., 2022

RSCNet: A Residual Self-Calibrated Network for Hyperspectral Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

SSA-SiamNet: Spectral-Spatial-Wise Attention-Based Siamese Network for Hyperspectral Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Local Spatial-Spectral Information-Integrated Semisupervised Two-Stream Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Image Classification Based on Expansion Convolution Network.
IEEE Trans. Geosci. Remote. Sens., 2022

Lightweight Spectral-Spatial Attention Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Reweighted Nuclear Norm and Total Variation Regularization With Sparse Dictionary Construction for Hyperspectral Anomaly Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Spatiotemporal Subpixel Mapping Based on Priori Remote Sensing Image With Variation Differences.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

A Lightweight Convolutional Neural Network Based on Hierarchical-Wise Convolution Fusion for Remote-Sensing Scene Image Classification.
Remote. Sens., 2022

A Lightweight Convolutional Neural Network Based on Channel Multi-Group Fusion for Remote Sensing Scene Classification.
Remote. Sens., 2022

Remote Sensing Scene Image Classification Based on Self-Compensating Convolution Neural Network.
Remote. Sens., 2022

A Lightweight Convolutional Neural Network Based on Group-Wise Hybrid Attention for Remote Sensing Scene Classification.
Remote. Sens., 2022

Hyperspectral Image Classification Based on Spectral Multiscale Convolutional Neural Network.
Remote. Sens., 2022

Hyperspectral Image Classification Based on 3D Coordination Attention Mechanism Network.
Remote. Sens., 2022

A Pan-Sharpening Method with Beta-Divergence Non-Negative Matrix Factorization in Non-Subsampled Shear Transform Domain.
Remote. Sens., 2022

One-Shot Dense Network with Polarized Attention for Hyperspectral Image Classification.
Remote. Sens., 2022

Hyperspectral Image Classification Based on Non-Parallel Support Vector Machine.
Remote. Sens., 2022

Affinity Propagation Based on Structural Similarity Index and Local Outlier Factor for Hyperspectral Image Clustering.
Remote. Sens., 2022

Lightweight Self-Attention Residual Network for Hyperspectral Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

Hyperspectral Anomaly Detection via Background Purification and Spatial Difference Enhancement.
IEEE Geosci. Remote. Sens. Lett., 2022

Dual-Triple Attention Network for Hyperspectral Image Classification Using Limited Training Samples.
IEEE Geosci. Remote. Sens. Lett., 2022

Double-Branch Local Context Feature Extraction Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

A Sub-Pixel Convolution-Based Residual Network for Hyperspectral Image Change Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Super-Resolution Mapping Based on Spatial-Spectral Correlation for Spectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2021

Hyperspectral Image Classification Based on Dual-Branch Spectral Multiscale Attention Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Deep Spectral Spatial Inverted Residual Network for Hyperspectral Image Classification.
Remote. Sens., 2021

A Spectral Spatial Attention Fusion with Deformable Convolutional Residual Network for Hyperspectral Image Classification.
Remote. Sens., 2021

A Multi-Branch Feature Fusion Strategy Based on an Attention Mechanism for Remote Sensing Image Scene Classification.
Remote. Sens., 2021

Remote Sensing Scene Image Classification Based on Dense Fusion of Multi-level Features.
Remote. Sens., 2021

A Facial Expression Recognition Method Based on a Multibranch Cross-Connection Convolutional Neural Network.
IEEE Access, 2021

An anomaly detection method of encrypted traffic based on user behavior.
Proceedings of the ICCIR 2021: International Conference on Control and Intelligent Robotics, 2021

2020
Investigating the Influence of Registration Errors on the Patch-Based Spatio-Temporal Fusion Method.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Branch Feature Fusion Convolution Network for Remote Sensing Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

A Frequency-Separated 3D-CNN for Hyperspectral Image Super-Resolution.
IEEE Access, 2020

A Novel Multi-Branch Channel Expansion Network for Garbage Image Classification.
IEEE Access, 2020

Adaptive Hyperspectral Image Classification Based on the Fusion of Manifolds Filter and Spatial Correlation Features.
IEEE Access, 2020

2019
Subpixel Land Cover Mapping Based on Dual Processing Paths for Hyperspectral Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Remote Sensing Image Compression Based on Adaptive Directional Wavelet Transform With Content-Dependent Binary Tree Codec.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Correction: Yan, Y.; et al. A Dynamic Multi-Projection-Contour Approximating Framework for the 3D Reconstruction of Buildings by Super-Generalized Optical Stereo-Pairs. <i>Sensors</i> 2017, <i>17</i>, 2153.
Sensors, 2019

Improving Remote Sensing Image Super-Resolution Mapping Based on the Spatial Attraction Model by Utilizing the Pansharpening Technique.
Remote. Sens., 2019

Hyperspectral Image Classification Based on Fusion of Curvature Filter and Domain Transform Recursive Filter.
Remote. Sens., 2019

Subpixel Mapping Based on Hopfield Neural Network With More Prior Information.
IEEE Geosci. Remote. Sens. Lett., 2019

Semisupervised Hyperspectral Image Classification Using Spatial-Spectral Information and Landscape Features.
IEEE Access, 2019

A New Framework for Hyperspectral Image Classification Using Multiple Semisupervised Collaborative Classification Algorithm.
IEEE Access, 2019

2018
Object-Oriented Hierarchy Radiation Consistency for Different Temporal and Different Sensor Images.
Sensors, 2018

Object-Based Dense Matching Method for Maintaining Structure Characteristics of Linear Buildings.
Sensors, 2018

Utilizing Pansharpening Technique to Produce Sub-Pixel Resolution Thematic Map from Coarse Remote Sensing Image.
Remote. Sens., 2018

Remote Sensing Image Compression Based on Direction Lifting-Based Block Transform with Content-Driven Quadtree Coding Adaptively.
Remote. Sens., 2018

Hyperspectral image classification based on adaptive-weighted LLE and clustering-based FSVMs.
IET Image Process., 2018

2017
Using Multiple Subpixel Shifted Images With Spatial-Spectral Information in Soft-Then-Hard Subpixel Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

A Dynamic Multi-Projection-Contour Approximating Framework for the 3D Reconstruction of Buildings by Super-Generalized Optical Stereo-Pairs.
Sensors, 2017

Producing fine resolution thematic map using interpolation then classification.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Producing Subpixel Resolution Thematic Map From Coarse Imagery: MAP Algorithm-Based Super-Resolution Recovery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Spatial-dictionary for collaborative representation classification of hyperspectral images.
Multim. Tools Appl., 2016

Soft-Then-Hard Subpixel Land Cover Mapping Based on Spatial-Spectral Interpolation.
IEEE Geosci. Remote. Sens. Lett., 2016

Reduction of Spectral Unmixing Uncertainty Using Minimum-Class-Variance Support Vector Machines.
IEEE Geosci. Remote. Sens. Lett., 2016

Sub-pixel mapping for hyperspectral imagery using super-resolution then spectral unmixing.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
On Spectral Unmixing Resolution Using Extended Support Vector Machines.
IEEE Trans. Geosci. Remote. Sens., 2015

Improved performance of nanoscale junctionless transistor based on gate engineering approach.
Microelectron. Reliab., 2015

A Multiple-Mapping Kernel for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2015

Hyperspectral image feature reduction based on Tabu Search Algorithm.
J. Inf. Hiding Multim. Signal Process., 2015

An interactive color visualization method with multi-image fusion for hyperspectral imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Allocating Classes for Soft-Then-Hard Subpixel Mapping Algorithms in Units of Class.
IEEE Trans. Geosci. Remote. Sens., 2014

Indicator Cokriging-Based Subpixel Land Cover Mapping With Shifted Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Spatial-Spectral Information-Based Semisupervised Classification Algorithm for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Fuzzy Assessment of Spectral Unmixing Algorithms.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

2013
Geometric Method of Fully Constrained Least Squares Linear Spectral Mixture Analysis.
IEEE Trans. Geosci. Remote. Sens., 2013

Fast Implementation of Maximum Simplex Volume-Based Endmember Extraction in Original Hyperspectral Data Space.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Subpixel Mapping Using Markov Random Field With Multiple Spectral Constraints From Subpixel Shifted Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2013

Spectral Unmixing Model Based on Least Squares Support Vector Machine With Unmixing Residue Constraints.
IEEE Geosci. Remote. Sens. Lett., 2013

Endmember extraction based on modified Iterative Error Analysis.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Exploring support vector machine in spectral unmixing.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Spectral unmixing based on improved extended support vector machines.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Sub-pixel mapping based on sub-pixel to sub-pixel spatial attraction model.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2009
Integration of Soft and Hard Classifications Using Extended Support Vector Machines.
IEEE Geosci. Remote. Sens. Lett., 2009

Spectral Unmixing Technique Based on Flexibly Selected Endmembers.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

Hyperspectral Imagery Classification Aiming at Protecting Classes of Interest.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

2007
A Novel Geometry-Based Feature-Selection Technique for Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2007


  Loading...