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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:8/0  |  Submit date:2022/09/19
Few-shot semantic segmentation  Adaptive feature learning  Attention mechanism  Task-aware  
PSNet: Perspective-sensitive convolutional network for object detection 期刊论文
NEUROCOMPUTING, 2022, 卷号: 468, 页码: 384-395
Authors:  Zhang, Xin;  Liu, Yicheng;  Huo, Chunlei;  Xu, Nuo;  Wang, Lingfeng;  Pan, Chunhong
Adobe PDF(8656Kb)  |  Favorite  |  View/Download:42/1  |  Submit date:2021/12/28
Object detection  Perspective-sensitive  Structural neural network  
TR-MISR: Multiimage Super-Resolution Based on Feature Fusion With Transformers 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15, 页码: 1373-1388
Authors:  An, Tai;  Zhang, Xin;  Huo, Chunlei;  Xue, Bin;  Wang, Lingfeng;  Pan, Chunhong
Favorite  |  View/Download:22/0  |  Submit date:2022/03/17
Transformers  Superresolution  Satellites  Remote sensing  Task analysis  Deep learning  Image resolution  Deep learning  end-to-end networks  feature extraction and fusion  multiimage super-resolution (MISR)  remote sensing  transformers  
Constraint Loss for Rotated Object Detection in Remote Sensing Images 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 21, 页码: 19
Authors:  Zhang, Luyang;  Wang, Haitao;  Wang, Lingfeng;  Pan, Chunhong;  Liu, Qiang;  Wang, Xinyao
Favorite  |  View/Download:26/0  |  Submit date:2021/12/28
rotated object detection  remote sensing image  loss functions  fast convergence  
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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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
View  |  Adobe PDF(4817Kb)  |  Favorite  |  View/Download:154/33  |  Submit date:2020/06/02
Task analysis  Unsupervised learning  Training  Clustering methods  Pattern analysis  Clustering  deep self-evolution clustering  self-evolution clustering training  deep unsupervised learning  
Local-Aggregation Graph Networks 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, 卷号: 42, 期号: 11, 页码: 2874-2886
Authors:  Jianlong Chang;  Lingfeng Wang;  Gaofeng Meng;  Shiming Xiang;  Chunhong Pan
View  |  Adobe PDF(3090Kb)  |  Favorite  |  View/Download:45/10  |  Submit date:2020/10/20
Local-aggregation function  local-aggregation graph neural network  non-Euclidean structured signal  
Deep Hierarchical Encoder-Decoder Network for Image Captioning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 11, 页码: 2942-2956
Authors:  Xiao, Xinyu;  Wang, Lingfeng;  Ding, Kun;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:120/0  |  Submit date:2020/03/30
Visualization  Semantics  Hidden Markov models  Decoding  Logic gates  Training  Computer architecture  Deep hierarchical structure  encoder-decoder  LSTM  image captioning  retrieval  vision-sentence  
Weakly Semantic Guided Action Recognition 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 10, 页码: 2504-2517
Authors:  Yu, Tingzhao;  Wang, Lingfeng;  Da, Cheng;  Gu, Huxiang;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(18774Kb)  |  Favorite  |  View/Download:197/53  |  Submit date:2019/05/15
Semantic guided module  action recognition  cross domain  3D convolution  attention model  
Visual object tracking via a manifold regularized discriminative dual dictionary model 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 91, 页码: 272-280
Authors:  Wang, Lingfeng;  Pan, Chunhong
Favorite  |  View/Download:111/0  |  Submit date:2019/07/11
Visual tracking  Dictionary learning  Dual dictionary  Manifold regularization