Domain Adaptation in Remote Sensing Image Classification: A Survey

Jiangtao Peng, Yi Huang, Weiwei Sun, +3

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

EngineeringMachine LearningImage ClassificationImage AnalysisData Science +15

Two-Branch Attention Adversarial Domain Adaptation Network for Hyperspectral Image Classification

Yi Huang, Jiangtao Peng, Weiwei Sun, +4

IEEE Transactions on Geoscience and Remote Sensing

Convolutional Neural NetworkTaada NetworkComputer VisionMachine LearningImage Analysis +13

Cross-scene wetland mapping on hyperspectral remote sensing images using adversarial domain adaptation network

Yi Huang, Jiangtao Peng, Na Chen, +4

ISPRS Journal of Photogrammetry and Remote Sensing

Image AnalysisMachine LearningData ScienceEngineeringDomain Adaptation +8

Refined Prototypical Contrastive Learning for Few-Shot Hyperspectral Image Classification

Quanyong Liu, Jiangtao Peng, Yujie Ning, +4

IEEE Transactions on Geoscience and Remote Sensing

Few-shot LearningEngineeringMachine LearningFsl MethodsImage Classification +14

Category-Specific Prototype Self-Refinement Contrastive Learning for Few-Shot Hyperspectral Image Classification

Quanyong Liu, Jiangtao Peng, Na Chen, +3

IEEE Transactions on Geoscience and Remote Sensing

Few-shot LearningEngineeringMachine LearningImage ClassificationImage Analysis +15

Nearest Regularized Joint Sparse Representation for Hyperspectral Image Classification

Chen Chen, Na Chen, Jiangtao Peng

IEEE Geoscience and Remote Sensing Letters

Sparse RepresentationImage AnalysisMachine LearningData ScienceComputer Vision +11

Two-Branch Deeper Graph Convolutional Network for Hyperspectral Image Classification

Linzhou Yu, Jiangtao Peng, Na Chen, +2

IEEE Transactions on Geoscience and Remote Sensing

Semantic and spatial‐spectral feature fusion transformer network for the classification of hyperspectral image

Erxin Xie, Na Chen, Jiangtao Peng, +3

CAAI Transactions on Intelligence Technology

EngineeringMachine LearningSpatiotemporal Data FusionMulti-image FusionSemantic Feature Extraction +14

Adversarial Domain Adaptation Network With Calibrated Prototype and Dynamic Instance Convolution for Hyperspectral Image Classification

Yi Huang, Jiangtao Peng, Genwei Zhang, +3

IEEE Transactions on Geoscience and Remote Sensing

Local adaptive joint sparse representation for hyperspectral image classification

Jiangtao Peng, Xue Jiang, Na Chen, +1

Neurocomputing

Sparse RepresentationImage AnalysisMachine LearningEngineeringPattern Recognition +2