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Preformer: Simple and Efficient Design for Precipitation Nowcasting With Transformers 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 卷号: 21, 页码: 5
Authors:  Jin, Qizhao;  Zhang, Xinbang;  Xiao, Xinyu;  Wang, Ying;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:6/0  |  Submit date:2024/03/26
Precipitation  Transformers  Spatiotemporal phenomena  Decoding  Humidity  Correlation  Computer architecture  Data mining  precipitation nowcasting  transformer  
Active Disparity Sampling for Stereo Matching With Adjoint Network 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 354-365
Authors:  Zhang, Chenghao;  Meng, Gaofeng;  Tian, Kun;  Ni, Bolin;  Xiang, Shiming
Favorite  |  View/Download:21/0  |  Submit date:2024/02/21
Stereo matching  domain generalization  active sampling  adjoint network  Bayesian optimization  
SpatioTemporal Inference Network for Precipitation Nowcasting With Multimodal Fusion 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 1299-1314
Authors:  Jin, Qizhao;  Zhang, Xinbang;  Xiao, Xinyu;  Wang, Ying;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:17/0  |  Submit date:2024/02/21
Data mining  multimodal knowledge discovery  precipitation nowcasting  
Few-shot video object segmentation with prototype evolution 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2024, 页码: 16
Authors:  Mao, Binjie;  Liu, Xiyan;  Shi, Linsu;  Yu, Jiazhong;  Li, Fei;  Xiang, Shiming
Favorite  |  View/Download:17/0  |  Submit date:2024/02/21
Few-shot video segmentation  Few-shot segmentation  Video object segmentation  
Patch Loss: A generic multi-scale perceptual loss for single image super-resolution 期刊论文
Pattern Recognition, 2023, 卷号: 139, 页码: 109510
Authors:  An T(安泰);  Mao BJ(毛彬杰);  Xue B(薛斌);  Huo CL(霍春雷);  Xiang SM(向世明);  Pan CH(潘春洪)
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Single-image super-resolution  Multi-scale loss functions  Image visual perception  Perceptual metrics  
Combining discrete and continuous representation: Scale-arbitrary super-resolution for satellite images 期刊论文
Remote Sensing, 2023, 卷号: 15, 页码: 1827
Authors:  An T(安泰);  Huo CL(霍春雷);  Xiang SM(向世明);  Pan CH(潘春洪)
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scale-arbitrary super-resolution  image representation  satellite imagery  
Efficient Remote Sensing Image Super-Resolution via Lightweight Diffusion Models 期刊论文
IEEE Geoscience and Remote Sensing Letters, 2024, 卷号: 21, 页码: 1-5
Authors:  An T(安泰);  Xue B(薛斌);  Huo CL(霍春雷);  Xiang SM(向世明);  Pan CH(潘春洪)
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Remote sensing super-resolution  lightweight diffusion models  cross-attention mechanism  satellite imagery  
Graph convolutional network with tree-guided anisotropic message passing 期刊论文
NEURAL NETWORKS, 2023, 卷号: 165, 页码: 909-924
Authors:  Wang, Ruixiang;  Wang, Yuhu;  Zhang, Chunxia;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:34/0  |  Submit date:2023/11/17
Deep learning  Graph convolutional networks  Graph structure learning  Anisotropic message passing  
Multi-level consistency regularization for domain adaptive object detection 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2023, 页码: 16
Authors:  Tian, Kun;  Zhang, Chenghao;  Wang, Ying;  Xiang, Shiming
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Consistency regularization  Object detection  Domain adaptation  
Dynamic High-Resolution Network for Semantic Segmentation in Remote-Sensing Images 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 9, 页码: 28
Authors:  Guo, Shichen;  Yang, Qi;  Xiang, Shiming;  Wang, Pengfei;  Wang, Xuezhi
Favorite  |  View/Download:26/0  |  Submit date:2023/11/17
semantic segmentation  remote-sensing image  neural architecture search  sparse regularization  HRNet