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Publication : remote sensing

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Academic Journal

PGNN-Net: Parallel Graph Neural Networks for Hyperspectral Image Classification Using Multiple Spatial-Spectral Features.

Authors : Guo, Ningbo¹ (AUTHOR) ; Jiang, Mingyong¹ (AUTHOR) ; Wang, Decheng² (AUTHOR)

Source: Remote Sensing. Sep2024, Vol. 16 Issue 18, p3531. 20p.

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Academic Journal

Graph Neural Networks in Point Clouds: A Survey.

Authors : Li, Dilong¹ (AUTHOR) ; Lu, Chenghui¹ (AUTHOR); Chen, Ziyi¹ (AUTHOR)

Source: Remote Sensing. Jul2024, Vol. 16 Issue 14, p2518. 44p.

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Academic Journal

Flash Flood Regionalization for the Hengduan Mountains Region, China, Combining GNN and SHAP Methods.

Authors : Li, Yifan^1,2 (AUTHOR); Zhang, Chendi^1,2 (AUTHOR) ; Cui, Peng^1,2,3 (AUTHOR)

Source: Remote Sensing. Mar2025, Vol. 17 Issue 6, p946. 27p.

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Academic Journal

Advanced Deep Learning Approaches for Forecasting High-Resolution Fire Weather Index (FWI) over CONUS: Integration of GNN-LSTM, GNN-TCNN, and GNN-DeepAR.

Authors : Shahriar, Shihab Ahmad¹ (AUTHOR) ; Choi, Yunsoo¹ (AUTHOR) ; Islam, Rashik¹ (AUTHOR)

Source: Remote Sensing. Feb2025, Vol. 17 Issue 3, p515. 26p.

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Academic Journal

Remote Sensing Cross-Modal Text-Image Retrieval Based on Attention Correction and Filtering.

Authors : Yang, Xiaoyu¹ (AUTHOR) ; Li, Chao¹ (AUTHOR) ; Wang, Zhiming¹ (AUTHOR)

Source: Remote Sensing. Feb2025, Vol. 17 Issue 3, p503. 20p.

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Academic Journal

Dynamic Screening Strategy Based on Feature Graphs for UAV Object and Group Re-Identification.

Authors : Zhang, Guoqing^1,2,3 (AUTHOR) ; Liu, Tianqi¹ (AUTHOR) ; Ye, Zhonglin⁴ (AUTHOR)

Source: Remote Sensing. Mar2024, Vol. 16 Issue 5, p775. 23p.

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Academic Journal

A Non-Uniform Grid Graph Convolutional Network for Sea Surface Temperature Prediction.

Authors : Lou, Ge^1,2 (AUTHOR) ; Zhang, Jiabao^1,2 (AUTHOR) ; Zhao, Xiaofeng^1,2 (AUTHOR)

Source: Remote Sensing. Sep2024, Vol. 16 Issue 17, p3216. 18p.

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Academic Journal

Hierarchical Prototype-Aligned Graph Neural Network for Cross-Scene Hyperspectral Image Classification.

Authors : Shen, Danyao¹ (AUTHOR); Hu, Haojie¹ (AUTHOR) ; He, Fang¹ (AUTHOR)

Source: Remote Sensing. Jul2024, Vol. 16 Issue 13, p2464. 20p.

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Academic Journal

Long-Tailed Effect Study in Remote Sensing Semantic Segmentation Based on Graph Kernel Principles.

Authors : Cui, Wei¹ (AUTHOR) ; Feng, Zhanyun¹ (AUTHOR) ; Chen, Jiale¹ (AUTHOR)

Source: Remote Sensing. Apr2024, Vol. 16 Issue 8, p1398. 23p.

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Academic Journal

Efficient Supervised Image Clustering Based on Density Division and Graph Neural Networks.

Authors : Zhao, Qingchao¹ (AUTHOR); Li, Long¹ (AUTHOR); Chu, Yan¹ (AUTHOR)

Source: Remote Sensing. Aug2022, Vol. 14 Issue 15, p3768-3768. 20p.

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نتائج البحث

فلترة النتائج

PGNN-Net: Parallel Graph Neural Networks for Hyperspectral Image Classification Using Multiple Spatial-Spectral Features.

Graph Neural Networks in Point Clouds: A Survey.

Flash Flood Regionalization for the Hengduan Mountains Region, China, Combining GNN and SHAP Methods.

Advanced Deep Learning Approaches for Forecasting High-Resolution Fire Weather Index (FWI) over CONUS: Integration of GNN-LSTM, GNN-TCNN, and GNN-DeepAR.

Remote Sensing Cross-Modal Text-Image Retrieval Based on Attention Correction and Filtering.

Dynamic Screening Strategy Based on Feature Graphs for UAV Object and Group Re-Identification.

A Non-Uniform Grid Graph Convolutional Network for Sea Surface Temperature Prediction.

Hierarchical Prototype-Aligned Graph Neural Network for Cross-Scene Hyperspectral Image Classification.

Long-Tailed Effect Study in Remote Sensing Semantic Segmentation Based on Graph Kernel Principles.

Efficient Supervised Image Clustering Based on Density Division and Graph Neural Networks.

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