Model-Informed Multistage Unsupervised Network for Hyperspectral Image Super-Resolution

Jiaxin Li, Ke Zheng, Lianru Gao, +3

IEEE Transactions on Geoscience and Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersModel-informed Multistage +14

Coupled Convolutional Neural Network With Adaptive Response Function Learning for Unsupervised Hyperspectral Super Resolution

Ke Zheng, Lianru Gao, Wenzhi Liao, +4

IEEE Transactions on Geoscience and Remote Sensing

Deep Unsupervised Blind Hyperspectral and Multispectral Data Fusion

Jiaxin Li, Ke Zheng, Jing Yao, +2

IEEE Geoscience and Remote Sensing Letters

Hyperspectral ImagingHigher Spatial ResolutionMachine VisionMachine LearningData Science +13

X-Shaped Interactive Autoencoders With Cross-Modality Mutual Learning for Unsupervised Hyperspectral Image Super-Resolution

Jiaxin Li, Ke Zheng, Zhi Li, +2

IEEE Transactions on Geoscience and Remote Sensing

Cross-modality Mutual LearningHyperspectral Image Super-resolutionGeometric LearningEngineeringMachine Learning +16

Enhanced Autoencoders With Attention-Embedded Degradation Learning for Unsupervised Hyperspectral Image Super-Resolution

Lianru Gao, Jiaxin Li, Ke Zheng, +1

IEEE Transactions on Geoscience and Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningUnmixing-based NetworksAutoencoders +18

Enhanced Deep Image Prior for Unsupervised Hyperspectral Image Super-Resolution

Jiaxin Li, Ke Zheng, Lianru Gao, +3

IEEE Transactions on Geoscience and Remote Sensing

Model-Guided Coarse-to-Fine Fusion Network for Unsupervised Hyperspectral Image Super-Resolution

Jiaxin Li, Ke Zheng, Wengu Liu, +3

IEEE Geoscience and Remote Sensing Letters

Hyperspectral Image Super-resolutionEngineeringMachine LearningMulti-image FusionSuper-resolution Imaging +14

NTIRE 2018 Challenge on Spectral Reconstruction from RGB Images

Boaz Arad, Dong Liu, Feng Wu, +41

Hyperspectral ImagingMachine VisionImage AnalysisSpectral Image ReconstructionResponse Function +13

MSTNet: A Multilevel Spectral–Spatial Transformer Network for Hyperspectral Image Classification

Haoyang Yu, Zhen Xu, Ke Zheng, +3

IEEE Transactions on Geoscience and Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersImage Classification +16

NonRegSRNet: A Nonrigid Registration Hyperspectral Super-Resolution Network

Ke Zheng, Lianru Gao, Danfeng Hong, +2

IEEE Transactions on Geoscience and Remote Sensing

EngineeringMachine LearningHsi Super-resolutionMulti-image FusionSuper-resolution Imaging +14