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CASIA OpenIR
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Subgraph-aware graph structure revision for spatial-temporal graph modeling 期刊论文
NEURAL NETWORKS, 2022, 卷号: 154, 页码: 190-202
作者:  Wang, Yuhu;  Zhang, Chunxia;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(1781Kb)  |  收藏  |  浏览/下载：218/18  |  提交时间：2023/01/09
Graph structure learning  Graph neural network  Spatial-temporal graph modeling  
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：340/83  |  提交时间：2022/07/01
Meterological forecasting  Deep learning  Neural architecture search  AutoML  
TVGCN: Time-variant graph convolutional network for traffic forecasting 期刊论文
NEUROCOMPUTING, 2022, 卷号: 471, 页码: 118-129
作者:  Wang, Yuhu;  Fang, Shen;  Zhang, Chunxia;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(2050Kb)  |  收藏  |  浏览/下载：236/9  |  提交时间：2022/06/06
Spatial-temporal correlation  Graph convolutional network  Traffic forecasting  
Weakly Semantic Guided Action Recognition 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 10, 页码: 2504-2517
作者:  Yu, Tingzhao;  Wang, Lingfeng;  Da, Cheng;  Gu, Huxiang;  Xiang, Shiming;  Pan, Chunhong
浏览  |  Adobe PDF(18774Kb)  |  收藏  |  浏览/下载：470/120  |  提交时间：2019/05/15
Semantic guided module  action recognition  cross domain  3D convolution  attention model  
Joint spatial temporal attention for action recognition 期刊论文
Pattern Recognition Letters, 2018, 期号: 112, 页码: 226-233
作者:  Tingzhao Yu;  Chaoxu Guo;  Lingfeng Wang;  Huxiang Gu;  Shiming Xiang;  Chunhong Pan
浏览  |  Adobe PDF(1133Kb)  |  收藏  |  浏览/下载：460/200  |  提交时间：2019/05/06
Action Recognition  Spatial-temporal Attention  Two-stage  
Vision-Based Occlusion Handling and Vehicle Classification for Traffic Surveillance Systems 期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2018, 卷号: 10, 期号: 2, 页码: 80-92
作者:  Chang, Jianlong;  Wang, Lingfeng;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
浏览  |  Adobe PDF(789Kb)  |  收藏  |  浏览/下载：478/182  |  提交时间：2018/01/16
Visual Occlusion  Recursive Segmentation  Vehicle Classification  Deep Convolutional Neural Network  
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：941/412  |  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：392/85  |  提交时间：2017/12/06
Sea--land Segmentation  Graph Cut (Gc)  Superpixel  Multi-feature Descriptor  Seeds Learning  
Blind Image Quality Assessment via Vector Regression and Object Oriented Pooling 期刊论文
IEEE Transactions on Multimedia, 2018, 卷号: 20, 期号: 5, 页码: 1140-1153
作者:  Jie, Gu;  Gaofeng, Meng;  Judith A., Redi;  Shiming, Xiang;  Chunhong, Pan
浏览  |  Adobe PDF(1379Kb)  |  收藏  |  浏览/下载：515/170  |  提交时间：2017/09/15
Convolutional neural network  image quality assessment  perceptual image quality  object oriented pooling  vector regression  
Building Regional Covariance Descriptors for Vehicle Detection 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 卷号: 14, 期号: 4, 页码: 524-528
作者:  Chen, Xueyun;  Gong, Ren-Xi;  Xie, Ling-Ling;  Xiang, Shiming;  Liu, Cheng-Lin;  Pan, Chun-Hong
浏览  |  Adobe PDF(1623Kb)  |  收藏  |  浏览/下载：411/126  |  提交时间：2017/09/12
Deep Convolutional Neural Networks (Dcnns)  Regional Covariance Descriptor (Rcd)  Vehicle Detection