Selected publications

Joint Classification and Regression for Visual Tracking with Fully Convolutional Siamese Networks

Published in International Journal of Computer Vision (IJCV), 2022

Recommended citation: Ying Cui, Dongyan Guo, Yanyan Shao, Zhenhua Wang, Chunhua Shen, Liyan Zhang, Shengyong Chen. Joint Classification and Regression for Visual Tracking with Fully Convolutional Siamese Networks, 2022, International Journal of Computer Vision (IJCV), 130: 550-566. https://link.springer.com/content/pdf/10.1007/s11263-021-01559-4.pdf

ISDA: Position-aware Instance Segmentation with Deformable Attention

Published in ICASSP, 2022

code

Recommended citation: Kaining Ying, Zhenhua Wang, Cong Bai, Pengfei Zhou. ISDA: Position-aware Instance Segmentation with Deformable Attention, 2022, ICASSP. https://ieeexplore.ieee.org/document/9747246

Self-Supervised Enhancement for Named Entity Disambiguation via Multimodal Graph Convolution

Published in IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022

Recommended citation: Pengfei Zhou, Kaining Ying, Zhenhua Wang, Dongyan Guo, Cong Bai. Self-Supervised Enhancement for Named Entity Disambiguation via Multimodal Graph Convolution, 2022, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022, preprint. https://ieeexplore.ieee.org/document/9774860

SSA-Net: Spatial Self-Attention Network for COVID-19 Pneumonia Infection Segmentation with Semi-Supervised Few-Shot Learning

Published in Medical Image Analysis (MedIA), 2022

Recommended citation: Xiaoyan Wang, Yiwen Yuan, Dongyan Guo, Xiaojie Huang, Ying Cui, Ming Xia, Zhenhua Wang, Cong Bai, Shengyong Chen. SSA-Net: Spatial Self-Attention Network for COVID-19 Pneumonia Infection Segmentation with Semi-Supervised Few-Shot Learning, 2022, Medical Image Analysis (MedIA), 2022, preprint. https://www.sciencedirect.com/science/article/pii/S1361841522001062

Consistency-Aware Graph Network for Human Interaction Understanding

Published in ICCV, 2021

code

Recommended citation: Zhenhua Wang, Jiajun Meng, Dongyan Guo, Jianhua Zhang, Javen Qinfeng Shi, Shengyong Chen. Consistency-Aware Graph Network for Human Interaction Understanding, 2021, ICCV (Oral). https://arxiv.org/abs/2011.10250

Human Interaction Understanding With Joint Graph Decomposition and Node Labeling

Published in IEEE Transactions on Image Processing (TIP), 2021

Recommended citation: Zhenhua Wang, Jinchao Ge, Dongyan Guo, Jianhua Zhang, Yanjing Lei, Shengyong Chen. Human Interaction Understanding With Joint Graph Decomposition and Node Labeling, 2021, IEEE Transactions on Image Processing (TIP), 2021(30): 6240-6254. https://ieeexplore.ieee.org/document/9474951

Detection and Segmentation of Unlearned Objects in Unknown Environment

Published in IEEE Transactions on Industrial Informatics, 2021

Recommended citation: Jianhua Zhang, Jingbo Chen, Shengyong Chen, Zhenhua Wang, Jianwei Zhang. Detection and Segmentation of Unlearned Objects in Unknown Environment, 2021, IEEE Transactions on Industrial Informatics, 2021, 17(9): 6211-6220. https://ieeexplore.ieee.org/document/9247153/

Graph Attention Tracking

Published in CVPR, 2021

code

Recommended citation: Dongyan Guo, Yanyan Shao, Ying Cui, Zhenhua Wang, Liyan Zhang, Chunhua Shen. Graph Attention Tracking, 2021, CVPR. https://openaccess.thecvf.com/content/CVPR2021/papers/Guo_Graph_Attention_Tracking_CVPR_2021_paper.pdf

SiamCAR: Siamese Fully Convolutional Classification and Regression for Visual Tracking

Published in CVPR, 2020

code

Recommended citation: Dongyan Guo, Jun Wang, Ying Cui, Zhenhua Wang, Shengyong Chen. SiamCAR: Siamese Fully Convolutional Classification and Regression for Visual Tracking, 2020, CVPR (Oral). https://openaccess.thecvf.com/content_CVPR_2020/papers/Guo_SiamCAR_Siamese_Fully_Convolutional_Classification_and_Regression_for_Visual_Tracking_CVPR_2020_paper.pdf

SpSequenceNet: Semantic Segmentation Network on 4D Point Clouds

Published in CVPR, 2020

code

Recommended citation: Hanyu Shi, Guosheng Lin, Hao Wang, Tzu-Yi HUNG, Zhenhua Wang. SpSequenceNet: Semantic Segmentation Network on 4D Point Clouds, 2020, CVPR. https://openaccess.thecvf.com/content_CVPR_2020/papers/Shi_SpSequenceNet_Semantic_Segmentation_Network_on_4D_Point_Clouds_CVPR_2020_paper.pdf

New Convex Relaxations for MRF Inference with Unknown Graphs

Published in ICCV, 2019

Recommended citation: Zhenhua Wang, Tong Liu, Qinfeng Shi, M. Pawan Kumar, Jianhua Zhang. New Convex Relaxations for MRF Inference with Unknown Graphs, 2019, ICCV. https://openaccess.thecvf.com/content_ICCV_2019/papers/Wang_New_Convex_Relaxations_for_MRF_Inference_With_Unknown_Graphs_ICCV_2019_paper.pdf

A Spatio-temporal CRF for Human Interaction Understanding

Published in IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2017

Recommended citation: Zhenhua Wang, Sheng Liu, Jianhua Zhang, Shengyong Chen, Qiu Guan. A Spatio-temporal CRF for Human Interaction Understanding, 2017, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2017, 27(8): 1647-1660. https://ieeexplore.ieee.org/document/7429720

A Hybrid Loss for Multiclass and Structured Prediction

Published in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015

Recommended citation: Qinfeng Shi, Mark Reid, Tiberio Caetano, Anton van den Hengel, Zhenhua Wang. A Hybrid Loss for Multiclass and Structured Prediction, 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 37(1): 2-12. https://ieeexplore.ieee.org/document/6740814

Bilinear Programming for Human Activity Recognition with Unknown MRF Graphs

Published in CVPR, 2013

Recommended citation: Zhenhua Wang, Qinfeng Shi, Chunhua Shen, Anton van den Hengel. Bilinear Programming for Human Activity Recognition with Unknown MRF Graphs, 2013, CVPR. https://openaccess.thecvf.com/content_cvpr_2013/papers/Wang_Bilinear_Programming_for_2013_CVPR_paper.pdf