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CASIA OpenIR
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GFFNet: Global Feature Fusion Network for Semantic Segmentation of Large-Scale Remote Sensing Images 期刊论文
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 卷号: 17, 期号: 2024, 页码: 4222 - 4234
作者:  Cao, Yong;  Huo, Chunlei;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(4340Kb)  |  收藏  |  浏览/下载：25/5  |  提交时间：2024/06/25
Cross feature fusion (CFF)  global context learning  group transformer  semantic segmentation  
Multi-modal spatio-temporal meteorological forecasting with deep neural network 期刊论文
ISPRS Journal of Photogrammetry and Remote Sensing, 2022, 页码: 14
作者:  Xinbang Zhang;  Qizhao Jin;  Tingzhao Yu;  Shiming Xiang;  Qiuming Kuang;  Véronique Prinet;  Chunhong Pan
Adobe PDF(3735Kb)  |  收藏  |  浏览/下载：330/79  |  提交时间：2022/07/01
Meterological forecasting  Deep learning  Neural architecture search  AutoML  
Local-Aggregation Graph Networks 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, 卷号: 42, 期号: 11, 页码: 2874-2886
作者:  Jianlong Chang;  Lingfeng Wang;  Gaofeng Meng;  Shiming Xiang;  Chunhong Pan
浏览  |  Adobe PDF(3090Kb)  |  收藏  |  浏览/下载：283/99  |  提交时间：2020/10/20
Local-aggregation function  local-aggregation graph neural network  non-Euclidean structured signal  
Triplet Adversarial Domain Adaptation for Pixel-Level Classification of VHR Remote Sensing Images 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 5, 页码: 3558-3573
作者:  Yan, Liang;  Fan, Bin;  Liu, Hongmin;  Huo, Chunlei;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(6348Kb)  |  收藏  |  浏览/下载：409/97  |  提交时间：2020/06/22
Domain adaptation (DA)  pixel-level classification  self-training  triplet adversarial learning  very high resolution (VHR)  
Semantic labeling in very high resolution images via a self-cascaded convolutional neural network 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2018, 卷号: 145, 期号: 1, 页码: 78-95
作者:  Liu, Yongcheng;  Fan, Bin;  Wang, Lingfeng;  Bai, Jun;  Xiang, Shiming;  Pan, Chunhong
浏览  |  Adobe PDF(1679Kb)  |  收藏  |  浏览/下载：528/110  |  提交时间：2019/01/08
Semantic labeling  Convolutional neural networks (CNNs)  Multi-scale contexts  End-to-end  
Context-Aware Cascade Network for Semantic Labeling in VHR Image 会议论文
, Beijing, CHINA, 2017-9-17
作者:  Yongcheng Liu;  Bin Fan;  Jun Bai;  Lingfeng Wang;  Shiming Xiang;  Chunhong Pan
浏览  |  Adobe PDF(2989Kb)  |  收藏  |  浏览/下载：428/95  |  提交时间：2018/01/15
Gated Convolutional Neural Network for Semantic Segmentation in High-Resolution Images 期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 5, 页码: 446
作者:  Wang, Hongzhen;  Wang, Ying;  Zhang, Qian;  Xiang, Shiming;  Pan, Chunhong
浏览  |  Adobe PDF(2410Kb)  |  收藏  |  浏览/下载：493/99  |  提交时间：2017/07/18
Semantic Segmentation  Cnn  Deep Learning  Isprs  Remote Sensing  Gate  
DATA-GUIDED RANDOM WALKS FOR FINE-STRUCTURED OBJECT SEGMENTATION 会议论文
, Shanghai, China, 2016-3-20 ~ 2016-3-25
作者:  Gong, Yongchao;  Xiang, Shiming;  Pan, Chunhong
浏览  |  Adobe PDF(5068Kb)  |  收藏  |  浏览/下载：311/96  |  提交时间：2017/05/09
Random Walks  Data-guided Random Walks  Fine-structured Object Segmentation  Labeling Preference  
FINE-STRUCTURED OBJECT SEGMENTATION VIA EDGE-GUIDED GRAPH CUT WITH INTERACTION SIMPLIFICATION 会议论文
, Shanghai, China, 2016-3-20 ~ 2016-3-25
作者:  Gong, Yongchao;  Xiang, Shiming;  Wang, Lingfeng;  Pan, Chunhong
浏览  |  Adobe PDF(4137Kb)  |  收藏  |  浏览/下载：351/123  |  提交时间：2017/05/09
Fine-structured Object Segmentation  Interaction Simplification  Edge-guided Graph Cut  
FINE-STRUCTURED OBJECT SEGMENTATION VIA LOCAL AND NONLOCAL NEIGHBORHOOD PROPAGATION 会议论文
, Québec City, Canada, 2015-9-27 ~ 2015-9-30
作者:  Gong, Yongchao;  Xiang, Shiming;  Wang, Lingfeng;  Pan, Chunhong
浏览  |  Adobe PDF(2348Kb)  |  收藏  |  浏览/下载：304/99  |  提交时间：2017/05/09
Fine-structured (Fs) Object Segmentation  Affinity Graph  Local And nonLocal Neighborhood System  Region Cost  Closed-form Solution