Weiwei Sun

Orcid: 0000-0003-3399-7858

Affiliations:
  • Ningbo University, Department of Geography and Spatial Information Techniques, China


According to our database1, Weiwei Sun authored at least 129 papers between 2015 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
DBCTNet: Double Branch Convolution-Transformer Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Domain Transform Model Driven by Deep Learning for Anti-Noise Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2024

A Cross-Scene Self-Representative Network for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens., 2024

Domain Invariant and Compact Prototype Contrast Adaptation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Domain Adaptive and Interactive Differential Attention Network for Remote Sensing Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Geo-STO3Net: A Deep Neural Network Integrating Geographical Spatiotemporal Information for Surface Ozone Estimation.
IEEE Trans. Geosci. Remote. Sens., 2024

Sample Iterative Enhancement Approach for Improving Classification Performance of Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2024

2023
Semantic and spatial-spectral feature fusion transformer network for the classification of hyperspectral image.
CAAI Trans. Intell. Technol., December, 2023

Feature-Decision Level Collaborative Fusion Network for Hyperspectral and LiDAR Classification.
Remote. Sens., September, 2023

Hierarchical Feature Association and Global Correction Network for Change Detection.
Remote. Sens., September, 2023

Fine-Scale Analysis of the Long-Term Urban Thermal Environment in Shanghai Using Google Earth Engine.
Remote. Sens., August, 2023

Mapping of Ecological Environment Based on Google Earth Engine Cloud Computing Platform and Landsat Long-Term Data: A Case Study of the Zhoushan Archipelago.
Remote. Sens., August, 2023

Hyperspectral Image Classification With Multi-Attention Transformer and Adaptive Superpixel Segmentation-Based Active Learning.
IEEE Trans. Image Process., 2023

Two-Branch Deeper Graph Convolutional Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

A Progressive Feature Enhancement Deep Network for Large-Scale Remote Sensing Image Superresolution.
IEEE Trans. Geosci. Remote. Sens., 2023

Coupled Temporal Variation Information Estimation and Resolution Enhancement for Remote Sensing Spatial-Temporal-Spectral Fusion.
IEEE Trans. Geosci. Remote. Sens., 2023

Unsupervised 3-D Tensor Subspace Decomposition Network for Spatial-Temporal-Spectral Fusion of Hyperspectral and Multispectral Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Probabilistic Collaborative Representation Based Ensemble Learning for Classification of Wetland Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023

CDFSL: Image Registration for Spaceborne Hyperspectral and Multispectral Data Having Large Spatial-Resolution Difference.
IEEE Trans. Geosci. Remote. Sens., 2023

Cross-Channel Dynamic Spatial-Spectral Fusion Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Global-Local 3-D Convolutional Transformer Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Contrastive Learning Based on Category Matching for Domain Adaptation in Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Novel Adaptive Region Spectral-Spatial Features for Land Cover Classification With High Spatial Resolution Remotely Sensed Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023

Spatial-Contextual Information Utilization Framework for Land Cover Change Detection With Hyperspectral Remote Sensed Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Novel Land-Cover Classification Approach With Nonparametric Sample Augmentation for Hyperspectral Remote-Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Hierarchical Attention Feature Fusion-Based Network for Land Cover Change Detection With Homogeneous and Heterogeneous Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

A Probabilistic Sample Boosting Approach With Adaptive Representation Coefficient Consistency for China Coastal Wetland Land Cover Classification Using GF-5 Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023

Refined Prototypical Contrastive Learning for Few-Shot Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Category-Specific Prototype Self-Refinement Contrastive Learning for Few-Shot Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Self-Supervised Feature Learning Based on Spectral Masking for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Dual-Task Interactive Learning for Unsupervised Spatio-Temporal-Spectral Fusion of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Deep Dynamic Adaptation Network Based on Joint Correlation Alignment for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

PSSTFN: A Progressive Spatial-Temporal-Spectral Fusion Network for Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

FTDN: Multispectral and Hyperspectral Image Fusion With Diverse Temporal Difference Spans.
IEEE Trans. Geosci. Remote. Sens., 2023

Pyramidal Dilation Attention Convolutional Network With Active and Self-Paced Learning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Novel Enhanced UNet for Change Detection Using Multimodal Remote Sensing Image.
IEEE Geosci. Remote. Sens. Lett., 2023

A Prototype and Active Learning Network for Small-Sample Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2023

2022
Generalized Linear Spectral Mixing Model for Spatial-Temporal-Spectral Fusion.
IEEE Trans. Geosci. Remote. Sens., 2022

Corrections to "Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification".
IEEE Trans. Geosci. Remote. Sens., 2022

A Multiscale Spectral Features Graph Fusion Method for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens., 2022

MLR-DBPFN: A Multi-Scale Low Rank Deep Back Projection Fusion Network for Anti-Noise Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2022

A Band Divide-and-Conquer Multispectral and Hyperspectral Image Fusion Method.
IEEE Trans. Geosci. Remote. Sens., 2022

A Blind Full-Resolution Quality Evaluation Method for Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2022

Landslide Inventory Mapping on VHR Images via Adaptive Region Shape Similarity.
IEEE Trans. Geosci. Remote. Sens., 2022

Spatial-Spectral Attention Network Guided With Change Magnitude Image for Land Cover Change Detection Using Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

ESSINet: Efficient Spatial-Spectral Interaction Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

3-D Gabor Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

A Semisupervised Siamese Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Two-Branch Attention Adversarial Domain Adaptation Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

A Dual Global-Local Attention Network for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral and Multispectral Classification for Coastal Wetland Using Depthwise Feature Interaction Network.
IEEE Trans. Geosci. Remote. Sens., 2022

LiteDepthwiseNet: A Lightweight Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

A Locally Optimized Model for Hyperspectral and Multispectral Images Fusion.
IEEE Trans. Geosci. Remote. Sens., 2022

Diversity-Driven Multikernel Collaborative Representation Ensemble for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Domain Adaptation in Remote Sensing Image Classification: A Survey.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Adaptive Local Discriminant Analysis and Distribution Matching for Domain Adaptation in Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Mapping Coastal Wetlands Using Transformer in Transformer Deep Network on China ZY1-02D Hyperspectral Satellite Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Multi-Resolution Collaborative Fusion of SAR, Multispectral and Hyperspectral Images for Coastal Wetlands Mapping.
Remote. Sens., 2022

A New Adaptive Remote Sensing Extraction Algorithm for Complex Muddy Coast Waterline.
Remote. Sens., 2022

A Systematic Classification Method for Grassland Community Division Using China's ZY1-02D Hyperspectral Observations.
Remote. Sens., 2022

Detailed Processes of Tidal Flat Geomorphology Evolution Based on Time-Series Satellite Images.
Remote. Sens., 2022

Local Matrix Feature-Based Kernel Joint Sparse Representation for Hyperspectral Image Classification.
Remote. Sens., 2022

Land Cover Change Detection With Heterogeneous Remote Sensing Images: Review, Progress, and Perspective.
Proc. IEEE, 2022

A New Method for Constructing 3-D Crustal Deformation Field From Single InSAR-LOS Data.
IEEE Geosci. Remote. Sens. Lett., 2022

Multiscale Low-Rank Spatial Features for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

A General Loss-Based Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2022

SARF: A Simple, Adjustable, and Robust Fusion Method.
IEEE Geosci. Remote. Sens. Lett., 2022

Integrated Fusion for Panchromatic, Multispectral, Hyperspectral Remote Sensing Images With Different Swath Widths.
IEEE Geosci. Remote. Sens. Lett., 2022

Recurrent Feedback Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

Distribution Alignment and Discriminative Feature Learning for Domain Adaptation in Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

Marine floating raft aquaculture extraction of hyperspectral remote sensing images based decision tree algorithm.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Temporal and spatial variation of coastline using remote sensing images for Zhoushan archipelago, China.
Int. J. Appl. Earth Obs. Geoinformation, 2022

A Temporal-Spectral Generative Adversarial Fusion Network for Improving Satellite Hyperspectral Temporal Resolution.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Self-Paced Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2021

A Label Similarity Probability Filter for Hyperspectral Image Postclassification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

LiteSCANet: An Efficient Lightweight Network Based on Spectral and Channel-Wise Attention for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Diagnostic Analysis on Change Vector Analysis Methods for LCCD Using Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Joint Classification of Hyperspectral and Multispectral Images for Mapping Coastal Wetlands.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Graph Embedding and Distribution Alignment for Domain Adaptation in Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Deep Residual Network-Based Fusion Framework for Hyperspectral and LiDAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Collaborative Coupled Hyperspectral Unmixing Based Subpixel Change Detection for Analyzing Coastal Wetlands.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A simple and effective spectral-spatial method for mapping large-scale coastal wetlands using China ZY1-02D satellite hyperspectral images.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Multi-scale impacts of 2D/3D urban building pattern in intra-annual thermal environment of Hangzhou, China.
Int. J. Appl. Earth Obs. Geoinformation, 2021

A Comparative Study of Four Merging Approaches for Regional Precipitation Estimation.
IEEE Access, 2021

2020
Fast and Latent Low-Rank Subspace Clustering for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens., 2020

Ideal Regularized Discriminative Multiple Kernel Subspace Alignment for Domain Adaptation in Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Fusing China GF-5 Hyperspectral Data with GF-1, GF-2 and Sentinel-2A Multispectral Data: Which Methods Should Be Used?
Remote. Sens., 2020

Lateral-Slice Sparse Tensor Robust Principal Component Analysis for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2020

Correntropy-Based Sparse Spectral Clustering for Hyperspectral Band Selection.
IEEE Geosci. Remote. Sens. Lett., 2020

A large-scale remote sensing database for subjective and objective quality assessment of pansharpened images.
J. Vis. Commun. Image Represent., 2020

LiteDepthwiseNet: An Extreme Lightweight Network for Hyperspectral Image Classification.
CoRR, 2020

Cauchy NMF for Hyperspectral Unmixing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Convolutional Neural Network for Coastal Wetland Classification in Hyperspectral Image.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Self-Paced Joint Sparse Representation for the Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2019

Pansharpening for Cloud-Contaminated Very High-Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2019

Log-Euclidean Kernel-Based Joint Sparse Representation for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Hyperspectral and LiDAR Data Classification Using Kernel Collaborative Representation Based Residual Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

An Integrated Method for Reconstructing Daily MODIS Land Surface Temperature Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Hyperspectral Band Selection Using Weighted Kernel Regularization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Spatial-Spectral Squeeze-and-Excitation Residual Network for Hyperspectral Image Classification.
Remote. Sens., 2019

Investigating Spatiotemporal Patterns of Surface Urban Heat Islands in the Hangzhou Metropolitan Area, China, 2000-2015.
Remote. Sens., 2019

Hyperspectral and LiDAR Data Fusion Classification Using Superpixel Segmentation-Based Local Pixel Neighborhood Preserving Embedding.
Remote. Sens., 2019

A Hierarchical Classification Framework of Satellite Multispectral/Hyperspectral Images for Mapping Coastal Wetlands.
Remote. Sens., 2019

A Full-Coverage Daily Average PM<sub>2.5</sub> Retrieval Method with Two-Stage IVW Fused MODIS C6 AOD and Two-Stage GAM Model.
Remote. Sens., 2019

Discriminative Transfer Joint Matching for Domain Adaptation in Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2019

Improving CHIRPS Daily Satellite-Precipitation Products Using Coarser Ground Observations.
IEEE Geosci. Remote. Sens. Lett., 2019

Ideal Regularized Kernel Subspace Alignment for Unsupervised Domain Adaptation in Hyperspectral Image Classification.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

Investigating GF-5 Hyperspectral and GF-1 Multispectral Data Fusion Methods for Multitemporal Change Analysis.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

Correlation Alignment Based On Sparse Matrix Transform for Unsupervised Domain Adaptation in Hyperspectral Image Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Fine Classification Comparsion of GF-1 GF-5 and Landsat-8 Remote Sensing Data Based on Optimized Sample Selection Method.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Robust Multi-Feature Spectral Clusteirng for Hyperspectral Band Selection.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
On the Generation of Gapless and Seamless Daily Surface Reflectance Data.
IEEE Trans. Geosci. Remote. Sens., 2018

Graph-Regularized Fast and Robust Principal Component Analysis for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens., 2018

A Randomized Subspace Learning Based Anomaly Detector for Hyperspectral Imagery.
Remote. Sens., 2018

Statistical and Hydrological Evaluations of Multi-Satellite Precipitation Products over Fujiang River Basin in Humid Southeast China.
Remote. Sens., 2018

Expansion Analysis of Yangtze River Delta Urban Agglomeration Using DMSP/OLS Nighttime Light Imagery for 1993 to 2012.
ISPRS Int. J. Geo Inf., 2018

Hydrological Analysis Using Satellite Remote Sensing Big Data and CREST Model.
IEEE Access, 2018

Hyperspectral Anomaly Detection Using Compressed Columnwise Robust Principal Component Analysis.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
A Sparse and Low-Rank Near-Isometric Linear Embedding Method for Feature Extraction in Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

Fast and Robust Self-Representation Method for Hyperspectral Band Selection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

A Probabilistic Weighted Archetypal Analysis Method with Earth Mover's Distance for Endmember Extraction from Hyperspectral Imagery.
Remote. Sens., 2017

Modelling Seasonal GWR of Daily PM<sub>2.5</sub> with Proper Auxiliary Variables for the Yangtze River Delta.
Remote. Sens., 2017

A Novel Approach to Subpixel Land-Cover Change Detection Based on a Supervised Back-Propagation Neural Network for Remotely Sensed Images With Different Resolutions.
IEEE Geosci. Remote. Sens. Lett., 2017

A Band-Weighted Support Vector Machine Method for Hyperspectral Imagery Classification.
IEEE Geosci. Remote. Sens. Lett., 2017

2016
A Dissimilarity-Weighted Sparse Self-Representation Method for Band Selection in Hyperspectral Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A Symmetric Sparse Representation Based Band Selection Method for Hyperspectral Imagery Classification.
Remote. Sens., 2016

2015
Band Selection Using Improved Sparse Subspace Clustering for Hyperspectral Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Band selection using sparse nonnegative matrix factorization with the thresholded Earth's mover distance for hyperspectral imagery classification.
Earth Sci. Informatics, 2015


  Loading...