郭东岩

学习工作经历

2015年-至今：浙江工业大学 计算机学院 讲师、副教授

2013年-2014年：悉尼科技⼤学 Faculty of Engineering and IT 访问学者

2008年-2015年：南京理⼯⼤学 模式识别与智能系统 硕博连读

2004年-2008年：南京理⼯⼤学 数学与应⽤数学 本科

主持项目

1. 国家自然科学基金青年项目，无人机目标跟踪中的感知与控制强化协同方法研究，2021.01-2023.12，(No.62002325)

2. 浙江省尖兵翎雁研发攻关计划，基于AI技术突破的游泳场馆防溺水人工智能安全管理系统研发及应用， 2023.01-2025.12，浙工大负责人，(No.2023C03178)

3. 浙江省自然科学基金, 孪生网络视觉跟踪中的鲁棒目标建模与状态估计研究，2022.01-2024.12，(No.LY22F030015)

4. 浙江省自然科学基金青年项目, 结合多视图学习的无人机目标跟踪技术研究，2018.01-2020.12，(No.LQ18F030013)

5. 企业横向项目：多项

近年代表性论文(*为通讯作者)

1. Xiankang He, Guangkai Xu, Bo Zhang, Hao Chen, Ying Cui, Dongyan Guo*. DiffCalib: Reformulating Monocular Camera Calibration as Diffusion-Based Dense Incident Map Generation. arXiv:2405.15619, 2024. paper, code

2. Jun Wang, Ying Cui, Dongyan Guo*, Junxia Li, Qingshan Liu, Chunhua Shen.  PointAttN: You Only Need Attention for Point Cloud Completion[C]. In AAAI-2024.(CCF-A) paper, code

3. 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-rupervised Few-shot Learning [J]. Medical Image Analysis (MEDIA), 2022. (医学图像顶刊)

4. Ying Cui, Dongyan Guo*, Yanyan Shao, Zhenhua Wang, Chunhua Shen, Liyan Zhang and Shengyong Chen. Joint Classification and Regression for Visual Tracking with Fully Convolutional Siamese Networks [J]. International Journal of Computer Vision (IJCV), 2022. (CCF-A) paper, code

5. Dongyan Guo, Yanyan Shao, Ying Cui, Zhenhua Wang, Liyan Zhang and Chunhua Shen. Graph Attention Tracking [C]. In CVPR 2021. (CCF-A) paper, code

6. Dongyan Guo, Jun Wang, Ying Cui, Zhenhua Wang, Shengyong Chen. SiamCAR: Siamese Fully Convolutional Classification and Regression for Visual Tracking [C]. In CVPR 2020, Oral. (CCF-A) paper, code

7. Zhenhua Wang, Jiajun Meng, Dongyan Guo, Jianhua Zhang, Javen Qinfeng Shi and Shengyong Chen. Consistency-Aware Graph Network for Human Interaction Understanding [C]. In ICCV 2021, Oral. (CCF-A) paper, code

8. Zhenhua Wang, Jinchao Ge, Dongyan Guo, Jianhua Zhang, Yanjing Lei and Shengyong Chen. Human Interaction Understanding With Joint Graph Decomposition and Node Labeling. IEEE Transactions on Image Processing, early access, 2021.(CCF-A)

9. Jialing Liu, Ruyu Liu, Kaiqi Chen, Jianhua Zhang and Dongyan Guo. Collaborative Visual Inertial SLAM for Multiple Smart Phones. 2021 IEEE International Conference on Robotics and Automation (ICRA), 2021.(CCF-B)

10. Junxia Li, Ziyang Wang, Zefeng Pan, Qingshan Liu and Dongyan Guo. Looking at Boundary: Siamese Densely Cooperative Fusion for Salient Object Detection. IEEE Transactions on Neural Netwworks and Learning Systems, 2021.(CCF-B, ZJUT100)

研究生培养

学生都很优秀，感谢研究生们对导师的培养。

其他

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