Jiangtao Peng

Central South University — China

Engineering · Physical Sciences

41h-index5.8kcitations199works7.82yr avg
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Research Topics

Remote-Sensing Image Classification(120), Remote Sensing and Land Use(73), Advanced Image Fusion Techniques(51), Spectroscopy and Chemometric Analyses(21), Domain Adaptation and Few-Shot Learning(21)

Publications199 total

Fuzzy enhanced transformer network for classification of hyperspectral image combined with light detection and ranging data
Engineering Applications of Artificial Intelligence·2025
Multi-source adversarial domain adaptation with modulated adaptive weights
Neurocomputing·2025
Contrastive Dynamic Prototype-Aware Network for Cross-Domain Hyperspectral Image Change Detection
2025
Task-Oriented Prototype Diffusion for Few-Shot Hyperspectral Image Classification
2025
Selective Contrastive Partial Adaptation in Hyperspectral Image Classification
2025
Coordinated Optimization Scheduling Method for Frequency and Voltage in Islanded Microgrids Considering Active Support of Energy Storage
Processes·2025· 2 citedOpen Access
Unbalanced episode meta-learning with Bi-Sparse contrastive network for hyperspectral target detection
Pattern Recognition·2025· 2 cited
Mamba-UNet: Dual-Branch Mamba Fusion U-Net With Multiscale Spatio-Temporal Attention for Precipitation Nowcasting
IEEE Transactions on Industrial Informatics·2025· 5 cited
AIWSEN: Adaptive Information Weighting and Synchronized Enhancement Network for Hyperspectral Change Detection
IEEE Transactions on Geoscience and Remote Sensing·2025· 15 cited
Fuzzy Triple Contrastive Learning for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing·2025
Language-Guided and Similarity-Aware Network for Few-Shot Classification of Coastal Wetland Hyperspectral Images
IEEE Transactions on Geoscience and Remote Sensing·2025· 1 cited
HCAFNet: Hierarchical Cross-Modal Attention Fusion Network for HSI and LiDAR Joint Classification
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025· 2 citedOpen Access
Progressive Hybrid-Order Hypergraph Framework for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing·2025· 2 cited
Stable and Recyclable Co2 Adsorption at Room Temperature with Monoethanolamine-Functionalized Montmorillonite
SSRN Electronic Journal·2025Open Access
ADNM-UNet: An Asymmetric Dual-Branch Noncausal Mamba U-Net With Multiscale Attention Enhancement for Cloud Mask Nowcasting
IEEE Transactions on Geoscience and Remote Sensing·2025· 11 cited
Hyperspectral Marine Oil Spill Detection Network With Enhanced Superpixel Segmentation and Attention Mechanisms
IEEE Transactions on Geoscience and Remote Sensing·2025· 2 cited
Difference Enhancement and Interscale Interactive Fusion Mamba for Remote Sensing Image Change Detection
IEEE Transactions on Geoscience and Remote Sensing·2025· 2 cited
Semantic Tokenization-Based Mamba for Hyperspectral Image Classification
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025· 6 citedOpen Access
A Cross-Scene Few-Shot Learning Based on Intra–Inter Domain Contrastive Alignment for Hyperspectral Image Change Detection
IEEE Transactions on Geoscience and Remote Sensing·2025· 5 cited
Query-Oriented Dynamic Multimodal Alignment for Few-Shot Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing·2025
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Frequent Co-authors

Weiwei Sun(33), Qian Du(20), Gang Yang(16), Xiangchao Meng(13), Kai Ren(7), Yicong Zhou(7), Na Chen(7), Yujie Ning(5), Luoqing Li(4), Quanyong Liu(4), Wei Li(3), C. L. Philip Chen(3), Kai Ren(3), Jun Zhou(2), Heng-Chao Li(2), Silong Peng(2), An Jiang(2), Jie Tan(2), Yuan Yan Tang(2), Yi Huang(2)