CASIA OpenIR

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Task-aware adaptive attention learning for few-shot semantic segmentation 期刊论文
NEUROCOMPUTING, 2022, 卷号: 494, 页码: 104-115
Authors:  Mao, Binjie;  Wang, Lingfeng;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:21/0  |  Submit date:2022/09/19
Few-shot semantic segmentation  Adaptive feature learning  Attention mechanism  Task-aware  
Learning adversarial point-wise domain alignment for stereo matching 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 564-574
Authors:  Zhang, Chenghao;  Meng, Gaofeng;  Xu, Richard Yi Da;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:19/0  |  Submit date:2022/09/19
Stereo Matching  Domain adaptation  Point-wise linear transformation  Adversarial learning  
Meta Graph Transformer: A Novel Framework for Spatial-Temporal Traffic Prediction 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 544-563
Authors:  Ye, Xue;  Fang, Shen;  Sun, Fang;  Zhang, Chunxia;  Xiang, Shiming
Favorite  |  View/Download:16/0  |  Submit date:2022/09/19
Traffic prediction  Spatial-temporal modeling  Meta-learning  Attention mechanism  Deep learning  
Scene captioning with deep fusion of images and point clouds 期刊论文
PATTERN RECOGNITION LETTERS, 2022, 卷号: 158, 页码: 9-15
Authors:  Yu, Qiang;  Zhang, Chunxia;  Weng, Lubin;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:32/0  |  Submit date:2022/07/25
Scene captioning  Point cloud  Deep fusion  Scene captioning  Point cloud  Deep fusion  
Monocular contextual constraint for stereo matching with adaptive weights assignment 期刊论文
IMAGE AND VISION COMPUTING, 2022, 卷号: 121, 页码: 10
Authors:  Zhang, Chenghao;  Meng, Gaofeng;  Su, Bing;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:37/0  |  Submit date:2022/06/10
Deep learning  Stereo matching  Monocular contextual constraint  Adaptive weights assignment  
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
Authors:  Xinbang Zhang;  Qizhao Jin;  Tingzhao Yu;  Shiming Xiang;  Qiuming Kuang;  Véronique Prinet;  Chunhong Pan
Adobe PDF(3735Kb)  |  Favorite  |  View/Download:29/1  |  Submit date:2022/07/01
Meterological forecasting  Deep learning  Neural architecture search  AutoML  
Urban scene based Semantical Modulation for Pedestrian Detection 期刊论文
NEUROCOMPUTING, 2022, 卷号: 474, 页码: 1-12
Authors:  Jiang, Hangzhi;  Liao, Shengcai;  Li, Jinpeng;  Prinet, Veronique;  Xiang, Shiming
Favorite  |  View/Download:37/0  |  Submit date:2022/06/06
Pedestrian detection  Semantic context  Urban scene  
TVGCN: Time-variant graph convolutional network for traffic forecasting 期刊论文
NEUROCOMPUTING, 2022, 卷号: 471, 页码: 118-129
Authors:  Wang, Yuhu;  Fang, Shen;  Zhang, Chunxia;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:33/0  |  Submit date:2022/06/06
Spatial-temporal correlation  Graph convolutional network  Traffic forecasting  
HENet: Head-Level Ensemble Network for Very High Resolution Remote Sensing Images Semantic Segmentation 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
Authors:  Cao, Yong;  Huo, Chunlei;  Xu, Nuo;  Zhang, Xin;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:26/0  |  Submit date:2022/06/06
Head  Computational modeling  Semantics  Image segmentation  Feature extraction  Correlation  Mathematical models  Cooperative learning (CL)  ensemble learning  semantic segmentation  
Train in Dense and Test in Sparse: A Method for Sparse Object Detection in Aerial Images 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
Authors:  Ding, Kun;  He, Guojin;  Gu, Huxiang;  Zhong, Zisha;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:31/0  |  Submit date:2022/02/16
Convolution  Head  Training  Testing  Object detection  Feature extraction  Real-time systems  Aerial images  object detection  sparse convolution  spatial sparsity