2025
Plug-and-Play DISep: Separating Dense Instances for Scene-to-Pixel Weakly-Supervised Change Detection in High-Resolution Remote Sensing Images.
CoRR, January, 2025
TransWCD: Scene-Adaptive Joint Constrained Framework for Weakly Supervised Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2025
Essential Hierarchical Information That Warrants Attention: A Semi-Supervised Hyperspectral Hierarchical Classification Network.
IEEE Trans. Geosci. Remote. Sens., 2025
SIFANet: Spatial-Temporal Interaction and Frequency Adaptive Awareness Network for Change Detection in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025
2024
SFDA-CD: A Source-Free Unsupervised Domain Adaptation for VHR Image Change Detection.
Remote. Sens., April, 2024
SAAN: Similarity-Aware Attention Flow Network for Change Detection With VHR Remote Sensing Images.
IEEE Trans. Image Process., 2024
Robust Remote Sensing Image Cross-Scene Classification Under Noisy Environment.
IEEE Trans. Geosci. Remote. Sens., 2024
Global Overcomplete Dictionary-Based Sparse and Nonnegative Collaborative Representation for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2024
C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024
Building-Road Collaborative Extraction From Remote Sensing Images via Cross-Task and Cross-Scale Interaction.
IEEE Trans. Geosci. Remote. Sens., 2024
Point-Based Weakly Semisupervised Oriented Vehicle Detection in Optical Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Adversarial pair-wise distribution matching for remote sensing image cross-scene classification.
Neural Networks, 2024
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
CoRR, 2024
Game-Theoretic Internal Competitive Learning for Scene-to-Pixel Weakly-Supervised Change Detection.
Proceedings of the IGARSS 2024, 2024
OFA-NET: Optical Flow Aligning Network for Time Series Change Detection.
Proceedings of the IGARSS 2024, 2024
Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual Models.
Proceedings of the IGARSS 2024, 2024
2023
Fully Convolutional Change Detection Framework With Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023
Binary Change Guided Hyperspectral Multiclass Change Detection.
IEEE Trans. Image Process., 2023
Adversarial Divergence Training for Universal Cross-Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
Decoupling Semantic and Edge Representations for Building Footprint Extraction From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023
Multiscale Change Detection Network Based on Channel Attention and Fully Convolutional BiLSTM for Medium-Resolution Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Exchange means change: an unsupervised single-temporal change detection framework based on intra- and inter-image patch exchange.
CoRR, 2023
Building-road Collaborative Extraction from Remotely Sensed Images via Cross-Interaction.
CoRR, 2023
Expediting Building Footprint Segmentation from High-resolution Remote Sensing Images via progressive lenient supervision.
CoRR, 2023
DeepCL: Deep Change Feature Learning on Remote Sensing Images in the Metric Space.
CoRR, 2023
Exploring Effective Priors and Efficient Models for Weakly-Supervised Change Detection.
CoRR, 2023
An Investigation of Face Mask Use with Busking Videos on YouTube during COVID-19: a Case Study in South Korea.
CoRR, 2023
GlobalMind: Global Multi-head Interactive Self-attention Network for Hyperspectral Change Detection.
CoRR, 2023
LGFormer: Local-to-Global Transformer for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
EMS-NET: Efficient Multi-Temporal Self-Attention for Hyperspectral Change Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
HCGMNet: A Hierarchical Change Guiding Map Network for Change Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
HyperNet: Self-Supervised Hyperspectral Spatial-Spectral Feature Understanding Network for Hyperspectral Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2022
Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning.
IEEE Trans. Geosci. Remote. Sens., 2022
Unsupervised Change Detection in Multitemporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network.
IEEE Trans. Cybern., 2022
Fine-Grained Classification of Urban Functional Zones and Landscape Pattern Analysis Using Hyperspectral Satellite Imagery: A Case Study of Wuhan.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
WH-MAVS: A Novel Dataset and Deep Learning Benchmark for Multiple Land Use and Land Cover Applications.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Weakly-Supervised Semantic Segmentation with Visual Words Learning and Hybrid Pooling.
Int. J. Comput. Vis., 2022
Hybrid Vision Transformer Model for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Multi-Temporal Spatial-Spectral Comparison Network For Hyperspectral Anomalous Change Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Dual-Tasks Siamese Transformer Framework for Building Damage Assessment.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
HRSiam: High-Resolution Siamese Network, Towards Space-Borne Satellite Video Tracking.
IEEE Trans. Image Process., 2021
Multi-Temporal Scene Classification and Scene Change Detection With Correlation Based Fusion.
IEEE Trans. Image Process., 2021
Enhanced Multiscale Feature Fusion Network for HSI Classification.
IEEE Trans. Geosci. Remote. Sens., 2021
Traffic Density Reduction Caused by City Lockdowns Across the World During the COVID-19 Epidemic: From the View of High-Resolution Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Hyperspectral Anomaly Change Detection Based on Autoencoder.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Unsupervised Domain Adaptation for Semantic Segmentation via Low-level Edge Information Transfer.
CoRR, 2021
Towards Deep and Efficient: A Deep Siamese Self-Attention Fully Efficient Convolutional Network for Change Detection in VHR Images.
CoRR, 2021
Transportation Density Reduction Caused by City Lockdowns Across the World during the COVID-19 Epidemic: From the View of High-resolution Remote Sensing Imagery.
CoRR, 2021
An investigation of traffic density changes inside Wuhan during the COVID-19 epidemic with GF-2 time-series images.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Learning Visual Words for Weakly-Supervised Semantic Segmentation.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Automatically Adjustable Multi-Scale Feature Extraction Framework for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2020
Hyperspectral Anomaly Change Detection Based on Auto-encoder.
CoRR, 2020
A Measurement of Transportation Ban inside Wuhan on the COVID-19 Epidemic by Vehicle Detection in Remote Sensing Imagery.
CoRR, 2020
DSDANet: Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection.
CoRR, 2020
Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection in Multispectral Images.
CoRR, 2020
2019
Can We Track Targets From Space? A Hybrid Kernel Correlation Filter Tracker for Satellite Video.
IEEE Trans. Geosci. Remote. Sens., 2019
Tracking Objects From Satellite Videos: A Velocity Feature Based Correlation Filter.
IEEE Trans. Geosci. Remote. Sens., 2019
Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2019
Object Tracking in Satellite Videos Based on a Multiframe Optical Flow Tracker.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Unsupervised Change Detection in Multi-temporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network.
CoRR, 2019
Deep Canonical Correlation Analysis Network for Scene Change Detection of Multi-Temporal VHR Imagery.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
Deep Siamese Multi-scale Convolutional Network for Change Detection in Multi-temporal VHR Images.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
A Study for Hyperspectral Anomaly Change Detection on "Viareggio 2013 Trial" Dataset.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
Scene Change Detection VIA Deep Convolution Canonical Correlation Analysis Neural Network.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
PASiam: Predicting Attention Inspired Siamese Network, for Space-Borne Satellite Video Tracking.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019
2018
Unsupervised Scene Change Detection via Latent Dirichlet Allocation and Multivariate Alteration Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
An Improved Method for Impervious Surface Mapping Incorporating LiDAR Data and High-Resolution Imagery at Different Acquisition Times.
Remote. Sens., 2018
Urban Change Detection Based on Dempster-Shafer Theory for Multitemporal Very High-Resolution Imagery.
Remote. Sens., 2018
Object Tracking in Satellite Videos by Fusing the Kernel Correlation Filter and the Three-Frame-Difference Algorithm.
IEEE Geosci. Remote. Sens. Lett., 2018
Object Tracking in Satellite Videos Based on a Multi-Frame Optical Flow Tracker.
CoRR, 2018
Multi-class Active Learning: A Hybrid Informative and Representative Criterion Inspired Approach.
CoRR, 2018
Multi-Class Active Learning by Integrating Uncertainty and Diversity.
IEEE Access, 2018
VCF: Velocity Correlation Filter, Towards Space-Borne Satellite Video Tracking.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018
2017
Kernel Slow Feature Analysis for Scene Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2017
Real-time tracking based on weighted compressive tracking and a cognitive memory model.
Signal Process., 2017
2016
A scene change detection framework for multi-temporal very high resolution remote sensing images.
Signal Process., 2016
2015
Hyperspectral anomaly change detection with slow feature analysis.
Neurocomputing, 2015
2014
Automatic Radiometric Normalization for Multitemporal Remote Sensing Imagery With Iterative Slow Feature Analysis.
IEEE Trans. Geosci. Remote. Sens., 2014
Slow Feature Analysis for Change Detection in Multispectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2014
Slow feature analysis for hyperspectral change detection.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
2013
A Subspace-Based Change Detection Method for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
An Automatic Relative Radiometric Correction Method Based on Slow Feature Analysis.
Proceedings of the Seventh International Conference on Image and Graphics, 2013
2012
Targeted change detection for stacked multi-temporal hyperspectral image.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012