Dual-Branch Difference Amplification Graph Convolutional Network for Hyperspectral Image Change Detection

Jiahui Qu, Yunshuang Xu, Wenqian Dong, +2

IEEE Transactions on Geoscience and Remote Sensing

Hyperspectral ImagingImage ClassificationConvolutional Neural NetworkImage AnalysisMachine Vision +12

Local Information-Enhanced Graph-Transformer for Hyperspectral Image Change Detection With Limited Training Samples

Wenqian Dong, Yufei Yang, Jiahui Qu, +2

IEEE Transactions on Geoscience and Remote Sensing

Convolutional Neural NetworkGraph Neural NetworkMachine VisionMachine LearningImage Analysis +13

A Multilevel Encoder–Decoder Attention Network for Change Detection in Hyperspectral Images

Jiahui Qu, Shaoxiong Hou, Wenqian Dong, +2

IEEE Transactions on Geoscience and Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningMultilevel Hierarchical FeaturesSpatiotemporal Data Fusion +14

Abundance Matrix Correlation Analysis Network Based on Hierarchical Multihead Self-Cross-Hybrid Attention for Hyperspectral Change Detection

Wenqian Dong, Jingyu Zhao, Jiahui Qu, +4

IEEE Transactions on Geoscience and Remote Sensing

Convolutional Neural NetworkEnvironmental MonitoringMachine LearningEngineeringMultispectral Imaging +18

Laplacian Pyramid Dense Network for Hyperspectral Pansharpening

Wenqian Dong, Tongzhen Zhang, Jiahui Qu, +3

IEEE Transactions on Geoscience and Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningMultispectral ImagingPan Image +17

Generative Dual-Adversarial Network With Spectral Fidelity and Spatial Enhancement for Hyperspectral Pansharpening

Wenqian Dong, Shaoxiong Hou, Song Xiao, +3

IEEE Transactions on Neural Networks and Learning Systems

EngineeringMachine LearningSpatial EnhancementImage AnalysisPattern Recognition +15

A Dual-Branch Detail Extraction Network for Hyperspectral Pansharpening

Jiahui Qu, Shaoxiong Hou, Wenqian Dong, +3

IEEE Transactions on Geoscience and Remote Sensing

EngineeringMachine LearningMultispectral ImagingHs ImagesMulti-image Fusion +15

Anomaly Detection in Hyperspectral Imagery Based on Gaussian Mixture Model

Jiahui Qu, Qian Du, Yunsong Li, +2

IEEE Transactions on Geoscience and Remote Sensing

Anomaly DetectionImage AnalysisData ScienceComputer VisionPattern Recognition +9

Multibranch Feature Fusion Network With Self- and Cross-Guided Attention for Hyperspectral and LiDAR Classification

Wenqian Dong, Tian Zhang, Jiahui Qu, +3

IEEE Transactions on Geoscience and Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningMulti-image FusionImage Classification +17

Joint Contextual Representation Model-Informed Interpretable Network With Dictionary Aligning for Hyperspectral and LiDAR Classification

Wenqian Dong, Teng Yang, Jiahui Qu, +3

IEEE Transactions on Circuits and Systems for Video Technology

Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningAutoencoders +19