HFA-Net: High frequency attention siamese network for building change detection in VHR remote sensing images

Hanhong Zheng, Maoguo Gong, Tongfei Liu, +4

Pattern Recognition

Machine VisionImage AnalysisData ScienceEngineeringPattern Recognition +4

Building Change Detection for VHR Remote Sensing Images via Local–Global Pyramid Network and Cross-Task Transfer Learning Strategy

Tongfei Liu, Maoguo Gong, Di Lu, +4

IEEE Transactions on Geoscience and Remote Sensing

Image ClassificationConvolutional Neural NetworkImage AnalysisMachine VisionData Science +12

A Spectral and Spatial Attention Network for Change Detection in Hyperspectral Images

Maoguo Gong, Fenlong Jiang, A. K. Qin, +5

IEEE Transactions on Geoscience and Remote Sensing

Hyperspectral ImagingImage ClassificationImage AnalysisMachine VisionData Science +13

Structured self-attention architecture for graph-level representation learning

Xiaolong Fan, Maoguo Gong, Yu Xie, +2

Pattern Recognition

Graph Neural NetworkGraph Representation LearningGraph TheoryMachine LearningEngineering +6

Context–content collaborative network for building extraction from high-resolution imagery

Maoguo Gong, Tongfei Liu, Mingyang Zhang, +4

Knowledge-Based Systems

EngineeringImage AnalysisData ScienceScene UnderstandingMulti-image Fusion +1

A Semisupervised GAN-Based Multiple Change Detection Framework in Multi-Spectral Images

Fenlong Jiang, Maoguo Gong, Tao Zhan, +1

IEEE Geoscience and Remote Sensing Letters

EngineeringMachine LearningShift DetectionMulti-spectral ImagesEarth Surface +14

Self-Supervised Global–Local Contrastive Learning for Fine-Grained Change Detection in VHR Images

Fenlong Jiang, Maoguo Gong, Hanhong Zheng, +3

IEEE Transactions on Geoscience and Remote Sensing

Convolutional Neural NetworkVhr ImagesMachine LearningEngineeringFeature Extraction +17

Deep Image Inpainting With Enhanced Normalization and Contextual Attention

Jialu Liu, Maoguo Gong, Zedong Tang, +3

IEEE Transactions on Circuits and Systems for Video Technology

Commonality Feature Representation Learning for Unsupervised Multimodal Change Detection

Tongfei Liu, Mingyang Zhang, Maoguo Gong, +4

IEEE Transactions on Image Processing

Multipopulation Optimization for Multitask Optimization

Zedong Tang, Maoguo Gong, Fenlong Jiang, +2

Artificial IntelligenceMemetic AlgorithmMultitask OptimizationEngineeringIntelligent Optimization +13