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CASIA OpenIR
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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  
Learning graph structure via graph convolutional networks 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 95, 期号: -, 页码: 308-318
作者:  Zhang, Qi;  Chang, Jianlong;  Meng, Gaofeng;  Xu, Shibiao;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(2475Kb)  |  收藏  |  浏览/下载：492/114  |  提交时间：2019/12/16
Deep learning  Graph convolutional neural networks  Graph structure learning  Changeable kernel sizes  
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  
FusionNet: Edge Aware Deep Convolutional Networks for Semantic Segmentation of Remote Sensing Harbor Images 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 卷号: 10, 期号: 12, 页码: 5769-5783
作者:  Cheng, Dongcai;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
浏览  |  Adobe PDF(1609Kb)  |  收藏  |  浏览/下载：923/408  |  提交时间：2017/12/06
Edge Aware Regularization  Harbor Images  Multitask Learning  Semantic Segmentation  
Efficient Sea--Land Segmentation Using Seeds Learning and Edge Directed Graph Cut 期刊论文
Neurocomputing, 2016, 期号: 207, 页码: 36-47
作者:  Cheng, Dongcai;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
浏览  |  Adobe PDF(5764Kb)  |  收藏  |  浏览/下载：387/84  |  提交时间：2017/12/06
Sea--land Segmentation  Graph Cut (Gc)  Superpixel  Multi-feature Descriptor  Seeds Learning  
Automatic Road Detection and Centerline Extraction via Cascaded End-to-End Convolutional Neural Network 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 卷号: 55, 期号: 6, 页码: 3322-3337
作者:  Cheng, Guangliang;  Wang, Ying;  Xu, Shibiao;  Wang, Hongzhen;  Xiang, Shiming;  Pan, Chunhong
浏览  |  Adobe PDF(11402Kb)  |  收藏  |  浏览/下载：628/136  |  提交时间：2017/05/09
Cascaded Convolutional Neural Network (Casnet)  End-to-end  Road Centerline Extraction  Road Detection  
Accurate urban road centerline extraction from VHR imagery via multiscale segmentation and tensor voting 期刊论文
Neurocomputing, 2016, 期号: 205, 页码: 407-420
作者:  Cheng GL(程光亮);  Zhu FY(朱飞云);  Xiang SM(向世明);  Wang Y(王颖);  Pan CH(潘春洪)
Adobe PDF(4943Kb)  |  收藏  |  浏览/下载：493/163  |  提交时间：2017/05/09
Road Centerline Extraction  Multiscale Segmentation  Tensor Voting  Non-maximum Suppression  Fitting Based Centerline Connection  
Aggregating Rich Hierarchical Features for Scene Classification in Remote Sensing Imagery 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 卷号: 10, 期号: 9, 页码: 4104-4115
作者:  Wang, Guoli;  Fan, Bin;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(878Kb)  |  收藏  |  浏览/下载：550/228  |  提交时间：2017/05/09
Convolutional Neural Networks (Cnns)  Mixed-resolution Representation  Remote Sensing Scene Classification  Vector Of Locally Aggregated Descriptors (Vlad)  
Road Centerline Extraction via Semisupervised Segmentation and Multidirection Nonmaximum Suppression 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2016, 卷号: 13, 期号: 4, 页码: 545-549
作者:  Cheng, Guangliang;  Zhu, Feiyun;  Xiang, Shiming;  Pan, Chunhong;  Cheng GL(程光亮)
浏览  |  Adobe PDF(1560Kb)  |  收藏  |  浏览/下载：556/240  |  提交时间：2016/10/20
Multidirection Nonmaximum Suppression (M-nms)  Multiscale Filtering (Mf)  Road Centerline Extraction  Semisupervised Segmentation