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AugFPN: Improving Multi-scale Feature Learning for Object Detection 会议论文
, online meeting, 2020-06-14
Authors:  Guo CX(郭超旭);  Bin Fan;  Qian Zhang;  Shiming Xiang;  Chunhong Pan
View  |  Adobe PDF(631Kb)  |  Favorite  |  View/Download:68/32  |  Submit date:2020/06/11
AugFPN, Object Detection  
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
Favorite  |  View/Download:4/0  |  Submit date:2020/06/22
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
Adobe PDF(4817Kb)  |  Favorite  |  View/Download:7/0  |  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  
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
Favorite  |  View/Download:2/0  |  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  
DetNAS: Backbone Search for Object Detection 会议论文
, 加拿大温哥华, 2019-12-8
Authors:  Chen, Yukang;  Yang, Tong;  Zhang, Xiangyu;  Meng, Gaofeng;  Xiao, Xinyu;  Sun, Jian
View  |  Adobe PDF(1366Kb)  |  Favorite  |  View/Download:14/0  |  Submit date:2020/06/09
Learning graph structure via graph convolutional networks 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 95, 页码: 308-318
Authors:  Zhang, Qi;  Chang, Jianlong;  Meng, Gaofeng;  Xu, Shibiao;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:27/0  |  Submit date:2019/12/16
Deep learning  Graph convolutional neural networks  Graph structure learning  Changeable kernel sizes  
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:23/0  |  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  
Nonlinear Asymmetric Multi-Valued Hashing 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 卷号: 41, 期号: 11, 页码: 2660-2676
Authors:  Da, Cheng;  Meng, Gaofeng;  Xiang, Shiming;  Ding, Kun;  Xu, Shibiao;  Yang, Qing;  Pan, Chunhong
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Asymmetric hashing  multi-valued embeddings  binary sparse representation  nonlinear transformation  
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
Adobe PDF(18774Kb)  |  Favorite  |  View/Download:102/32  |  Submit date:2019/05/15
Semantic guided module  action recognition  cross domain  3D convolution  attention model  
Progressive Sparse Local Attention for Video Object Detection 会议论文
, Seoul, Korea, 2019-10-27
Authors:  Chaoxu Guo;  Bin Fan;  Jie Gu;  Qian Zhang;  Shiming Xiang;  Veronique Prinet;  Chunhong Pan
View  |  Adobe PDF(1461Kb)  |  Favorite  |  View/Download:12/1  |  Submit date:2020/06/09