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TREPH: A Plug-In Topological Layer for Graph Neural Networks 期刊论文
Entropy, 2023, 卷号: 25, 期号: 2, 页码: 331
作者:  Ye, Xue;  Sun, Fang;  Xiang, Shiming
Adobe PDF(1918Kb)  |  收藏  |  浏览/下载：152/33  |  提交时间：2023/06/19
graph neural network  graph representation learning  topological data analysis  extended persistent homology  
Meta Graph Transformer: A Novel Framework for Spatial-Temporal Traffic Prediction 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 544-563
作者:  Ye, Xue;  Fang, Shen;  Sun, Fang;  Zhang, Chunxia;  Xiang, Shiming
Adobe PDF(3491Kb)  |  收藏  |  浏览/下载：278/36  |  提交时间：2022/09/19
Traffic prediction  Spatial-temporal modeling  Meta-learning  Attention mechanism  Deep learning  
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：339/82  |  提交时间：2022/07/01
Meterological forecasting  Deep learning  Neural architecture search  AutoML  
Geometric Rectification of Document Images using Adversarial Gated Unwarping Network 期刊论文
Pattern Recognition, 2020, 卷号: 108, 期号: 108, 页码: 1-13
作者:  Xiyan Liu;  Gaofeng Meng;  Bin Fan;  Shiming Xiang;  Chunhong Pan
Adobe PDF(7916Kb)  |  收藏  |  浏览/下载：200/59  |  提交时间：2022/01/24
Distorted document image  Geometric rectification  Gated module  Deep learning  
Geometric Rectification of Document Images using Adversarial Gated Unwarping Network 期刊论文
Pattern Recognition, 2020, 卷号: 108, 期号: 108, 页码: 1-13
作者:  Xiyan Liu;  Gaofeng MENG;  Bin FAN;  Shiming Xiang;  Chunhong PAN
浏览  |  Adobe PDF(7916Kb)  |  收藏  |  浏览/下载：313/100  |  提交时间：2020/10/20
Distorted document image  Geometric rectification  Gated module  Deep learning  
Deep unsupervised learning with consistent inference of latent representations 期刊论文
PATTERN RECOGNITION, 2018, 卷号: 77, 期号: 5, 页码: 438-453
作者:  Chang, Jianlong;  Wang, Lingfeng;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
浏览  |  Adobe PDF(2654Kb)  |  收藏  |  浏览/下载：490/181  |  提交时间：2018/01/16
Deep Unsupervised Learning  Consistent Inference Of Latent Representations  
Active Rectification of Curved Document Images Using Structured Beams 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2017, 卷号: 122, 期号: 1, 页码: 34-60
作者:  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong;  Zheng, Nanning
浏览  |  Adobe PDF(16169Kb)  |  收藏  |  浏览/下载：396/115  |  提交时间：2017/05/05
Document Image Processing  Document Dewarping  Geometric Correction  Photometric Correction  Structured Light  
Efficient Multiple Feature Fusion With Hashing for Hyperspectral Imagery Classification: A Comparative Study 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 卷号: 54, 期号: 8, 页码: 4461-4478
作者:  Zhong, Zisha;  Fan, Bin;  Ding, Kun;  Li, Haichang;  Xiang, Shiming;  Pan, Chunhong;  zszhong@nlpr.ia.ac.cn
浏览  |  Adobe PDF(4943Kb)  |  收藏  |  浏览/下载：471/133  |  提交时间：2016/12/26
Binary Codes  Classification  Feature Fusion  Hashing  Hyperspectral Images  
Metric Rectification of Curved Document Images 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2012, 卷号: 34, 期号: 4, 页码: 707-722
作者:  Meng, Gaofeng;  Pan, Chunhong;  Xiang, Shiming;  Duan, Jiangyong;  Zheng, Nanning
浏览  |  Adobe PDF(5220Kb)  |  收藏  |  浏览/下载：470/228  |  提交时间：2015/08/12
Document Image Analysis  Imaging Geometry  Geometric Correction  Shape-from-x  Mesh Warping  
Nonparametric Illumination Correction for Scanned Document Images via Convex Hulls 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2013, 卷号: 35, 期号: 7, 页码: 1730-1743
作者:  Meng, Gaofeng;  Xiang, Shiming;  Zheng, Nanning;  Pan, Chunhong
浏览  |  Adobe PDF(14429Kb)  |  收藏  |  浏览/下载：332/80  |  提交时间：2015/08/12
Document Image Processing  Illumination Correction  Scanning Artifacts  Dark Border Noise  Convex Hull