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CASIA OpenIR
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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：118/28  |  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：226/27  |  提交时间：2022/09/19
Traffic prediction  Spatial-temporal modeling  Meta-learning  Attention mechanism  Deep learning  
Spatio-Temporal Graph Structure Learning for Traffic Forecasting 会议论文
, New York, USA, 2020-02
作者:  Zhang Qi;  Chang Jianlong;  Meng Gaofeng;  Xiang Shiming;  Pan Chunhong
Adobe PDF(541Kb)  |  收藏  |  浏览/下载：204/43  |  提交时间：2021/05/31
3D PostureNet: A unified framework for skeleton-based posture recognition 期刊论文
PATTERN RECOGNITION LETTERS, 2020, 卷号: 140, 期号: 140, 页码: 143-149
作者:  Liu, Jianbo;  Wang, Ying;  Liu, Yongcheng;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(1997Kb)  |  收藏  |  浏览/下载：258/34  |  提交时间：2021/03/02
Human posture recognition  Static hand gesture recognition  Skeleton-based  3D convolutional neural network  
Deep Self-Evolution Clustering 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 42, 期号: 4, 页码: 809-823
作者:  Chang, Jianlong;  Meng, Gaofeng;  Wang, Lingfeng;  Xiang, Shiming;  Pan, Chunhong
浏览  |  Adobe PDF(4817Kb)  |  收藏  |  浏览/下载：411/90  |  提交时间：2020/06/02
Task analysis  Unsupervised learning  Training  Clustering methods  Pattern analysis  Clustering  deep self-evolution clustering  self-evolution clustering training  deep unsupervised learning  
Deep Adaptive Image Clustering 会议论文
, Venice, Italy, 2017-10-22
作者:  Jianlong Chang;  Lingfeng Wang;  Gaofeng Meng;  Shiming Xiang;  Chunhong Pan
浏览  |  Adobe PDF(10707Kb)  |  收藏  |  浏览/下载：303/45  |  提交时间：2018/01/16
STRUCTURED BINARY FEATURE EXTRACTION FOR HYPERSPECTRAL IMAGERY CLASSIFICATION 会议论文
, Beijing, CHINA, 2017-9-17
作者:  Zisha Zhong;  Bin Fan;  Jun Bai;  Shiming Xiang;  Chunhong Pan
浏览  |  Adobe PDF(1124Kb)  |  收藏  |  浏览/下载：449/185  |  提交时间：2018/01/15
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：884/399  |  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：352/74  |  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：589/121  |  提交时间：2017/05/09
Cascaded Convolutional Neural Network (Casnet)  End-to-end  Road Centerline Extraction  Road Detection