DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion

Zixiang Zhao, Haowen Bai, Yuanzhi Zhu, +7

EngineeringMachine LearningMulti-image FusionImage AnalysisData Science +20

Spatial–Spectral-Graph-Regularized Low-Rank Tensor Decomposition for Multispectral and Hyperspectral Image Fusion

Kai Zhang, Min Wang, Shuyuan Yang, +1

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

Image AnalysisComputer VisionEngineeringHs ImageSpectral Imaging +11

Improved canonical correlation analysis-based fault detection methods for industrial processes

Zhiwen Chen, Kai Zhang, Steven X. Ding, +2

Journal of Process Control

Fault DiagnosisReliability EngineeringEngineeringData ScienceIndustrial Engineering +10

Multispectral and Hyperspectral Image Fusion Based on Group Spectral Embedding and Low-Rank Factorization

Kai Zhang, Min Wang, Shuyuan Yang

IEEE Transactions on Geoscience and Remote Sensing

EngineeringMultispectral ImagingSpatiotemporal Data FusionMulti-image FusionHrhs Images +15

Panchromatic and multispectral image fusion for remote sensing and earth observation: Concepts, taxonomy, literature review, evaluation methodologies and challenges ahead

Kai Zhang, Feng Zhang, Wenbo Wan, +5

Information Fusion

Artificial IntelligenceEngineeringMachine LearningMultispectral ImagingMulti-image Fusion +18

Joint Spatio-Temporal Modeling for Semantic Change Detection in Remote Sensing Images

Lei Ding, Jing Zhang, Haitao Guo, +3

IEEE Transactions on Geoscience and Remote Sensing

Relation Changes Matter: Cross-Temporal Difference Transformer for Change Detection in Remote Sensing Images

Kai Zhang, Xue Zhao, Feng Zhang, +3

IEEE Transactions on Geoscience and Remote Sensing

Remote Sensing ImagesRelation Changes MatterEngineeringShift DetectionChange Detection +16

Learning Low-Rank Decomposition for Pan-Sharpening With Spatial-Spectral Offsets

Shuyuan Yang, Kai Zhang, Min Wang

IEEE Transactions on Neural Networks and Learning Systems

EngineeringMachine LearningMultispectral ImagingMulti-image FusionImage Analysis +17

Convolution Structure Sparse Coding for Fusion of Panchromatic and Multispectral Images

Kai Zhang, Min Wang, Shuyuan Yang, +1

IEEE Transactions on Geoscience and Remote Sensing

EngineeringMultispectral ImagingMulti-image FusionImage AnalysisPattern Recognition +14

Fusion of Panchromatic and Multispectral Images via Coupled Sparse Non-Negative Matrix Factorization

Kai Zhang, Min Wang, Shuyuan Yang, +2

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

EngineeringMultispectral ImagingPan ImagesPan ImageMulti-image Fusion +15