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Learning to Model Relationships for Zero-Shot Video Classification 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 10, 页码: 3476-3491
Authors:  Gao, Junyu;  Zhang, Tianzhu;  Xu, Changsheng
Favorite  |  View/Download:7/0  |  Submit date:2021/11/04
Zero-shot video classification  graph neural networks  zero-shot learning  deep attention model  
Text Style Transfer With Decorative Elements 会议论文
International Conference on Multimedia Information Processing and Retrieval, Tokyo, Japan, September 10, 2021
Authors:  Yuting,Ma;  Fan,Tang;  Weiming,Dong;  Changsheng,Xu
Adobe PDF(8683Kb)  |  Favorite  |  View/Download:60/7  |  Submit date:2021/06/17
text style transfer, decorative elements extraction, decoration recomposition  
Multi-Target Multi-Camera Tracking With Optical-Based Pose Association 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 8, 页码: 3105-3117
Authors:  You, Sisi;  Yao, Hantao;  Xu, Changsheng
Favorite  |  View/Download:5/0  |  Submit date:2021/11/02
Target tracking  Trajectory  Cameras  Visualization  Feature extraction  Proposals  Object detection  Multi-target multi-camera tracking  pose estimation  optical flow  pose matching  
SiamCPN: Visual tracking with the Siamese center-prediction network 期刊论文
COMPUTATIONAL VISUAL MEDIA, 2021, 卷号: 7, 期号: 2, 页码: 253-265
Authors:  Chen, Dong;  Tang, Fan;  Dong, Weiming;  Yao, Hanxing;  Xu, Changsheng
Favorite  |  View/Download:25/0  |  Submit date:2021/06/15
Siamese network  single object tracking  anchor-free  center point detection  
Destylization of Text with Decorative Elements 会议论文
Proceedings of the 2nd ACM International Conference on Multimedia in Asia, Singapore, 7-9 March
Authors:  Yuting,Ma;  Fan,Tang;  Weiming,Dong;  Changsheng,Xu
Adobe PDF(1306Kb)  |  Favorite  |  View/Download:34/2  |  Submit date:2021/06/17
Text destylization  Style transfer  Decorative elements  
Dynamic Graph Learning Convolutional Networks for Semi-supervised Classification 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021, 卷号: 17, 期号: 1, 页码: 13
Authors:  Fu, Sichao;  Liu, Weifeng;  Guan, Weili;  Zhou, Yicong;  Tao, Dapeng;  Xu, Changsheng
Favorite  |  View/Download:17/0  |  Submit date:2021/06/15
Graph representation learning  graph convolutional networks  semisupervised classification  
PEN: Pose-Embedding Network for Pedestrian Detection 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 3, 页码: 1150-1162
Authors:  Jiao, Yifan;  Yao, Hantao;  Xu, Changsheng
Favorite  |  View/Download:27/0  |  Submit date:2021/05/10
Visualization  Proposals  Detectors  Feature extraction  Object detection  Pose estimation  Fuses  Pedestrian detection  pedestrian recognization network  pose-embedding  pose information  
Health Status Prediction with Local-Global Heterogeneous Behavior Graph 期刊论文
ACM Transactions on Multimedia Computing Communications and Applications, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Ma, Xuan;  Yang, Xiaoshan;  Gao, Junyu;  Xu, Changsheng
Adobe PDF(1170Kb)  |  Favorite  |  View/Download:20/0  |  Submit date:2021/06/16
Health Status Prediction  Graph Neural Networks  Individual Behavior  
Unified Cross-domain Classification via Geometric and Statistical Adaptations 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 页码: 9
Authors:  Liu, Weifeng;  Li, Jinfeng;  Liu, Baodi;  Guan, Weili;  Zhou, Yicong;  Xu, Changsheng
Favorite  |  View/Download:39/0  |  Submit date:2021/01/06
Domain adaptation  Statistical adaptation  Maximum mean discrepancy (MMD)  Geometric adaptation  Nystrom method  
Attention-Based Multi-Source Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 3793-3803
Authors:  Zuo, Yukun;  Yao, Hantao;  Xu, Changsheng
Favorite  |  View/Download:30/0  |  Submit date:2021/05/06
Correlation  Adaptation models  Feature extraction  Target recognition  Data models  Transfer learning  Visualization  Multi-source domain adaptation  attention-based multi-source domain adaptation  weighted moment distance