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Meta-MSNet: Meta-Learning Based Multi-Source Data Fusion for Traffic Flow Prediction 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2021, 卷号: 28, 页码: 6-10
Authors:  Fang, Shen;  Pan, Xianbing;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:21/0  |  Submit date:2021/03/01
Data fusion  deep learning  graph convolution  meta-learning  traffic flow prediction  traffic network  
Few-Shot Learning via Feature Hallucination with Variational Inference 会议论文
, 线上会议, 2021-1
Authors:  Luo QX(罗沁轩);  Wang LF(汪凌峰);  Lv JG(吕京国);  Xiang SM(向世明);  Pan CH(潘春洪)
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3D PostureNet: A unified framework for skeleton-based posture recognition 期刊论文
PATTERN RECOGNITION LETTERS, 2020, 卷号: 140, 页码: 143-149
Authors:  Liu, Jianbo;  Wang, Ying;  Liu, Yongcheng;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:5/0  |  Submit date:2021/03/02
Human posture recognition  Static hand gesture recognition  Skeleton-based  3D convolutional neural network  
Deep Space Probing for Point Cloud Analysis 会议论文
, 线上, 2021-1
Authors:  Yirong, Yang;  Bin Fan;  Yongcheng Liu;  Hua Lin;  Jiyong Zhang;  Xin Liu;  Xinyu Cai;  Shiming Xiang;  Chunhong Pan
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AugFPN: Improving Multi-scale Feature Learning for Object Detection 会议论文
, online meeting, 2020-06-14
Authors:  Guo, Chaoxu;  Fan, Bin;  Zhang, Qian;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(631Kb)  |  Favorite  |  View/Download:191/56  |  Submit date:2020/06/11
AugFPN, Object Detection  
Detecting Maneuvering Target Accurately Based on a Two-Phase Approach From Remote Sensing Imagery 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2020, 卷号: 17, 期号: 5, 页码: 849-853
Authors:  Chen, Xueyun;  Lin, Jingyu;  Xiang, Shiming;  Pan, Chun-Hong
Favorite  |  View/Download:30/0  |  Submit date:2020/06/22
Databases  Testing  Proposals  Object detection  Kernel  Satellites  Gray-scale  Maneuvering target detection  remote sensing  spatial density building net (SDBN)  
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
Authors:  Yan, Liang;  Fan, Bin;  Liu, Hongmin;  Huo, Chunlei;  Xiang, Shiming;  Pan, Chunhong
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Domain adaptation (DA)  pixel-level classification  self-training  triplet adversarial learning  very high resolution (VHR)  
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
Authors:  Chang, Jianlong;  Meng, Gaofeng;  Wang, Lingfeng;  Xiang, Shiming;  Pan, Chunhong
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Task analysis  Unsupervised learning  Training  Clustering methods  Pattern analysis  Clustering  deep self-evolution clustering  self-evolution clustering training  deep unsupervised learning  
Baselines Extraction from Curved Document Images via Slope Fields Recovery 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 42, 期号: 4, 页码: 793-808
Authors:  Meng, Gaofeng;  Pan, Chunhong;  Xiang, Shiming;  Wu, Ying
View  |  Adobe PDF(15645Kb)  |  Favorite  |  View/Download:37/1  |  Submit date:2020/06/02
Estimation  Image segmentation  Layout  Distortion  Strips  Image quality  Degradation  Document image processing  curved baselines extraction  slope fields recovery  geometric distortion rectification  
Spatio-Temporal Graph Structure Learning for Traffic Forecasting 会议论文
, New York, USA, 2020-02
Authors:  Zhang Qi;  Chang Jianlong;  Meng Gaofeng;  Xiang Shiming;  Pan Chunhong
Adobe PDF(541Kb)  |  Favorite  |  View/Download:14/2  |  Submit date:2021/05/31