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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:146/50  |  Submit date:2020/06/11
AugFPN, Object Detection  
Geometric Rectification of Document Images using Adversarial Gated Unwarping Network 期刊论文
Pattern Recognition, 2020, 期号: 108, 页码: 1-13
Authors:  Xiyan Liu;  Gaofeng MENG;  Bin FAN;  Shiming Xiang;  Chunhong PAN
View  |  Adobe PDF(7916Kb)  |  Favorite  |  View/Download:8/2  |  Submit date:2020/10/20
Distorted document image  Geometric rectification  Gated module  Deep 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:4/0  |  Submit date:2020/10/20
Local-aggregation function  local-aggregation graph neural network  non-Euclidean structured signal  
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
View  |  Adobe PDF(2583Kb)  |  Favorite  |  View/Download:202/49  |  Submit date:2018/10/07
Asymmetric hashing  multi-valued embeddings  binary sparse representation  nonlinear transformation  
Learning graph structure via graph convolutional networks 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 95, 期号: -, 页码: 308-318
Authors:  Zhang, Qi;  Chang, Jianlong;  Meng, Gaofeng;  Xu, Shibiao;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(2475Kb)  |  Favorite  |  View/Download:56/4  |  Submit date:2019/12/16
Deep learning  Graph convolutional neural networks  Graph structure learning  Changeable kernel sizes  
Progressive Sparse Local Attention for Video Object Detection 会议论文
, Seoul, Korea, 2019-10-27
Authors:  Guo, Chaoxu;  Fan, Bin;  Gu, Jie;  Zhang, Qian;  Xiang, Shiming;  Prinet, Veronique;  Pan, Chunhong
View  |  Adobe PDF(1461Kb)  |  Favorite  |  View/Download:42/12  |  Submit date:2020/06/09
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:125/35  |  Submit date:2019/05/15
Semantic guided module  action recognition  cross domain  3D convolution  attention model  
A Performance Evaluation of Local Features for Image-Based 3D Reconstruction 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 10, 页码: 4774-4789
Authors:  Fan, Bin;  Kong, Qingqun;  Wang, Xinchao;  Wang, Zhiheng;  Xiang, Shiming;  Pan, Chunhong;  Fua, Pascal
View  |  Adobe PDF(3986Kb)  |  Favorite  |  View/Download:59/6  |  Submit date:2019/12/16
Local feature  image reconstruction  structure from motion (SFM)  3D vision  image matching  
Video Object Detection with Locally-Weighted Deformable Neighbors 会议论文
, 美国夏威夷, 2019-1
Authors:  Jiang, Zhengkai;  Gao, Peng;  Guo, Chaoxu;  Zhang, Qian;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(1134Kb)  |  Favorite  |  View/Download:42/3  |  Submit date:2020/06/12
Video Object Detection  Feature Propagation and Aggregation  
Blind image quality assessment via learnable attention-based pooling 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 91, 页码: 332-344
Authors:  Gu, Jie;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(3081Kb)  |  Favorite  |  View/Download:251/110  |  Submit date:2019/05/15
Image quality assessment  Perceptual image quality  Visual attention  Convolutional neural network  Learnable pooling