王振华

姓 名:王振华

职 称:副教授

办公室:信息工程学院416-1

邮 箱:zhenhuawang{At}nwafu{Dot}edu{Dot}cn

电 话:1-8-1-9-2-7-1-3-5-9-1

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招收2024级研究生

简介

王振华,副教授,博士生/硕士生导师。2007年、2010年分别获西北农林科技大学学士(计算机科学与技术)、硕士(计算机应用技术)学位,2014年获阿德雷德大学(The University of Adelaide)博士学位(计算机视觉),2015年至2022年任浙江工业大学讲师,2022年加入西北农林科技大学信息工程学院,任副教授。研究方向为计算机视觉,主要聚焦图像和视频理解,陕西省图像图形学会理事,IEEE会员,CCF会员,CAAI会员。主持国家自然科学基金面上、国家自然科学基金青年、浙江省自然科学基金等多项科研项目,参与国家重点研发计划、国家自然科学基金面上等科研项目,在CVPR、ICCV、IEEE TPAMI、IJCV、IEEE TIP、IEEE TNNLS等会议和期刊上发表学术论文20余篇,曾获ACCV 2014最佳论文奖。应邀担任IEEE TNNLS、IEEE TII、IEEE TIE、IEEE TCSVT、IEEE IoT、PR、计算机学报》、CVPRAAAI、ACM MM、ACCV 等期刊和会议审稿人。

Github主页 (不常更新)

授课经历

本科生课程:C语言程序设计,人工智能导论(国家一流本科课程),Introduction to Artificial Intelligence(留学生);研究生课程:计算机视觉(机器学习部分)


教材编写

1. 《数字图像处理与分析》(科学出版社十四五规划教材),2023年11月,ISBN:978-7-0307-6954-1,编写第10章:机器学习基础


项目主持

1. 国家自然科学基金面上项目,基于表征与演绎偏置联合学习的视频人群交互行为理解,2023.1-2026.12

2. 国家自然科学基金青年项目,群体行为识别中的鲁棒深度特征表达与结构化学习方法研究,2019.1-2021.12

3. 秦创原引用高层次创新创业人才项目,面向养殖监控场景的视觉识别技术研究与平台搭建,2022.8-2025.8

4. 西北农林科技大学青年拔尖人才项目,面向监控视频的多目标行为感知与认知级理解,2022.9-2027.8

5. 浙江省自然科学基金面上项目,基于关系归纳偏置与动作特征联合学习的自然交互行为理解,2021.1-2023.12

6. 浙江省自然科学基金青年项目,基于深度学习和时空条件随机场的多人动作理解,2016.1-2018.12

7. 横向项目多项(主要聚焦于目标检测、识别、行为分析等实际问题)


部分论文(*表示通讯作者,^表示共同一作)

16. Baozhen Sun^, Zhenhua Wang^, Shilei Wang, Yongkang Cheng, Jifeng Ning*, Bidirectional Interaction of CNN and Transformer Feature for Visual Tracking, IEEE TCSVT, 2024, accepted.

15. Kaining Ying^, Qing Zhong^, Weian Mao, Zhenhua Wang*, Hao Chen*, Lin Yuanbo Wu, Yifan Liu, Yunzhi Zhuge, Chunhua Shen, CTVIS: Consistent Training for Online Video Instance Segmentation, ICCV (CCF A), 2023, code

14. Jiajun Meng, Zhenhua Wang*, Kaining Ying, Jianhua Zhang, Dongyan Guo, Zhen Zhang, Javen Qinfeng Shi, Shengyong Chen, Human Interaction Understanding with Consistency-Aware Learning, IEEE TPAMI (CCF A), 2023, 45(10): 11898-11914

13. Zhenhua Wang, Jiajun Meng, Dongyan Guo, Jianhua Zhang*, Javen Qinfeng Shi, Shengyong Chen, Consistency-Aware Graph Network for Human Interaction Understanding, International Conference on Computer Vision, ICCV (CCF A) Oral, 2021, code

12. Zhenhua Wang, Jinchao Ge, Dongyan Guo, Jianhua Zhang, Yanjing Lei, Shengyong Chen*, Human Interaction Understanding with Joint Graph Decomposition and Node Labeling, IEEE TIP (CCF A), 2021(30): 6240-6254

11. Zhenhua Wang, Tong Liu, Qinfeng Shi, M. Pawan Kumar, Jianhua Zhang, New Convex Relaxations for MRF Inference with Unknown Graphs, ICCV (CCF A), Seoul, 2019

10. Zhenhua Wang, Qinfeng Shi, Chunhua Shen, Anton van den Hengel, Bilinear Programming for Human Activity Recognition with Unknown MRF Graphs, CVPR (CCF A), Portland, 2013

9. Zhenhua Wang, Sheng Liu, Jianhua Zhang, Shengyong Chen*, Qiu Guan, A Spatio-temporal CRF for Human Interaction Understanding, IEEE TCSVT, 2017, 27(8): 1647-1660

8. Dongyan Guo, Jun Wang, Ying Cui*, Zhenhua Wang, Shengyong Chen, SiamCAR: Siamese Fully Convolutional Classification and Regression for Visual Tracking, CVPR Oral (CCF A),Seattle, 2020, code

7. Qinfeng Shi, Mark Reid,Tiberio Caetano, Anton van den Hengel, Zhenhua Wang, A Hybrzid Loss for Multiclass and Structured Prediction, IEEE TPAMI (CCF A), 2015, 37(1):2-12

6. Dongyan Guo, Yanyan Shao, Ying Cui*, Zhenhua Wang, Liyan Zhang, Chunhua Shen, Graph Attention Tracking, CVPR (CCF A), 2021, code

5. 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, IJCV (CCF A), 2022

4. Kaining Ying, Zhenhua Wang*, Cong Bai, Pengfei Zhou, ISDA: Position-aware Instance Segmentation with Deformable Attention, ICASSP (CCF B), 2022, code

3. Pengfei Zhou^, Kaining Ying^, Zhenhua Wang, Dongyan Guo, Cong Bai*, Self-Supervised Enhancement for Named Entity Disambiguation via Multimodal Graph Convolution, TNNLS (CCF B), 2022

2. Zhenhua Wang, Zhiyi Zhang*, Nan Geng, A Message Passing Algorithm for MRF Inference with Unknown Graphs and Its Applications, ACCV (CCF C), the Best Paper Award, 2014

1. Zhenhua Wang, Jiali Jin, Tong Liu, Sheng Liu, Jianhua Zhang, Shengyong Chen, Zhen Zhang, Dongyan Guo, Zhanpeng Shao, Understanding Human Activities in Videos: A Joint Action and Interaction Learning Approach, Neurocomputing (CCF C), 321 (2018): 216-226

在读研究生

博士生:

硕士生:蒋杰克、应凯宁(国家奖学金)、岳耀鑫、刘璐璐、栗继萍、吕苗

已毕业学生

博士:孟佳俊

硕士:金佳丽(阿里巴巴)、丁福光(中国移动)、葛金超(CSC公派阿德雷德大学博士)、刘通(创业)、周瑾(腾讯)、周志雄(清微智能)、蒋杰克


Name:Zhenhua Wang

Professional Title: Associate Professor

Office:416-1 College of Information Engineering

Tel:+86 18192713591

Email:zhenhuawang@nwafu.edu.cn

 

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