教师介绍


袁进，博士、讲师。2008年，复旦大学计算机信息与技术系毕业，获硕士学位；2013年，新加坡国立大学计算机学院毕业，获博士学位；2014年9月加入湖南大学信息与工程学院计算机工程系。
邮箱：yuanjin@hnu.edu.cn


中文名： 袁进 英文名：
学历： 博士 职称： 副教授
联系电话： ** 电子邮件： yuanjin@hnu.edu.cn
研究方向： 计算机视觉包括目标检测、目标跟踪，图像语义标注等；多媒体信息检索包括图像搜索、视频搜索；机器学习；自动驾驶。
联系地址： 湖南省长沙市岳麓区麓山南路2号,湖南大学信息科学与工程学院（410082）
所属机构： 计算机工程系 学院教师




个人简历
袁进，理学博士、讲师。2008年，复旦大学计算机信息与技术系数据库专业毕业，获硕士学位；2013年，新加坡国立大学计算机学院多媒体专业毕业，获博士学位；2014年9月加入湖南大学信息科学与工程学院计算机工程系。

研究领域

计算机视觉包括目标检测、目标跟踪，图像语义标注等；
多媒体信息检索包括图像搜索、视频搜索；
机器学习；
自动驾驶。





主讲课程
本科生课程：人工智能，机器智能，多媒体技术
研究生课程：人工智能导论
留学生课程：Advanced Artificial Intelligence

学术论文
1.J. Yuan, L. Zhang, S.R. Guo, Y. Xiao, Z. Y. Li,"Image Captioning with a Joint Attention Mechanism by Visual Concept Samples" , ACM Trans. on TOMCCAP, 2020.
2. Z. H. Ye, G. Y. Jiang, Y. Liu,Z. Y. Li,J. Yuan,"Document and Word Representations Generated by Graph Convolutional Network and BERT for Short Text Classification", European Conference on Artificial Intelligence, 2020.
3. X. Y. Zhu,J. Yuan,Y. Xiao, Y. Zheng, Z. Qing, "Stroke classification for sketch segmentation by fine-tuning a developmental VGGNet16",MULTIMEDIA TOOLS AND APPLICATIONS, 2020.
4. X. Y. Zhu,Z. Y. Li, Y. chen, K. Nai,J. Yuan,, Real-time traffic sign detection and classification towards real traffic scene,MULTIMEDIA TOOLS AND APPLICATIONS, 2020.
5. J. Y. Lv, Z. Y. Li, K. Nai, Y. chen,J. Yuan, "Person re-identification with expanded neighborhoods distance re-ranking",Image and Vision Computing, 2020.
6.J. Yuan, X. X. Hou, Y. Q. Xiao, D. Cao, W. L. Guan, L. Q. Nie, "Multi-criteria active deep learning for image classification",Knowledge-Based Systems, page 86-94, 2019.
7.J. Yuan, H. C. Xiong, Y. Xiao, M. Wang, R. C. Hong, W. L. Guan, Z. Y. Li,"Gated CNN: Integrating multi-scale feature layers for object detection", Pattern Recognition, 2019.
8.J. Yuan, C. Pan, Y. Zheng, X. Y. Zhu, Y. Xiao, Z. Qing,"Gradient-Guided Residual Learning for Inverse Halftoning and Image Expanding", IEEE Access, 2019.
9. Y. Zheng, X. Gao, Y. Xiao, X. Y. Zhu,J. Yuan, "Joint residual pyramid for image super-resolution", Journal of visual communication and image representation, page 53-62, 2018.
10.Y. Q. Xiao, Z. Y. Wang, J. Cao,J. Yuan, "Image Encryption Based on Multi-scrolls Chaotic System and Logistic Map",International Conference on Security, Privacy and Anonymity in Compution, Communication and Storage, page 159-167, 2017.
11.J. Yuan, D. Xu, H. C.Xiong, Z. Y. Li, "A Novel Object Tracking Algorithm based on Enhanced Perception Hash and Online Template Matching",International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, 2016.
12.J. Yuan, Y.-L. Zhao, H. B. Luan, M. Wang and T. -S. Chua, "Memory Recall based Video Search: Finding Videos You Have Seen Before based on Your Memory", ACM journal on TOMCCAP, 2014.
13.X. J. Zhao, J. Yuan, M. Wang, G. D. Li, R. C. Hong, Z. J. Li, T. –S. Chua, "Video recommendation over multiple information sources", Journal on Multimedia System, volumn 19, page 3-15, 2013.
14.J. Yuan, "Complex Query Learning in Semantic Video Search", Ph. D. thesis, 2013.
15.J. Yuan, H. -B. Luan, D. J. Hou, H. Zhang, Y. -Tao Zheng, Z. –J. Zha, T.-S. Chua, "Video Browser Showdown by NUS", ACMInternational Conference on Multimedia Modeling, page 642-645, 2012.
16.X. J. Zhao, J. Yuan, G. D. Li, T. -S. Chua, "Relationship Strength Estimation for Online Social Networks with the Study on Facebook", Journal on Neurocomputing, volumn 95, page 89-97, 2012.
17. X. J. Zhao, J. Yuan, R. C. Hong, M. Wang, Z. J. Li, T. -S. Chua, "On Video Recommendation over Social Network", ACMInternational Conference on Multimedia Modeling，page 149-160，2012.
18. X. J. Zhao, H. –B. Luan, J. J. Cai, J. Yuan, X. M. Chen, Zhoujun Li, "Personalized video recommendation based on viewing history with the study on YouTube", ACM International Conference on Internet Multimedia Computing and Service, page 161-165, 2012.
19.J. Yuan, Z. -J. Zha, Y. -T. Zheng, M. Wang, X. D. Zhou, and T. -S. Chua, "Learning Concept Bundles for Video Search with Complex Queries", ACM International Conference on Multimedia, 2011.
20.J. Yuan, Z. –J. Zha, Y. –T. Zheng, M. Wang, X. D. Zhou, T. -S. Chua, "Utilizing Related Samples to Enhance Interactive Concept-Based Video Search",IEEE Transactions on Multimedia 13(6): 1343-1355, 2011.
21.X. J. Zhao, G. D. Li, M. Wang, J. Yuan, Z. -J Zha, Z. J. Li, T.-S Chua. "Integrating Rich Information for Video Recommendation with Multi-Task Rank Aggregation",ACM International Conference on Multimedia, 2011.
22.J. Yuan, Z. -J. Zha, Z. D. Zhao, X. D. Zhou, and T. -S. Chua, "Utilizing related samples to learn complex queries in interactive concept-based video search", ACM International Conference on Image and Video Retrieval, 2010.
23. X. Y. Chen, J. Yuan, L. Q. Nie, Z. -J. Zha, S. C. Yan and T. -S. Chua, "TRECVID 2010 Known-item Search by NUS", TRECVID Workshop, 2010.
24.J. Yuan, X. D. Zhou, J. Q. Zhang, M. Wang, Q. Zhang, W. Wang and B. L. Shi. "Positive Sample Enhanced Angle-diversity Active Learning for SVM Based Image Retrieval",IEEE International Conference on Multimedia and Expo, 2007.
25.J. Yuan, X. D. Zhou, H. T. Xu, M. Wang, W. Wang. "A Novel Active Learning Approach for SVM Based Web Image Retrieval", IEEE Pacific-Rim Conference on Multimedia, 2007.



科研项目
横向项目1.自动的车辆重定位技术（主持）
2.多媒体智能检索技术（主持）

纵向项目1.边缘计算中异常检测及自适应网络控制研究（参与，国家自然科学基金，2020-2023）
2.面向光纤无线融合系统的混沌加密技术及其性能研究（参与，国家自然科学基金，2020-2023）
3.自动驾驶系统的CPS计算架构与视觉感知方法研究（参与，国家自然科学基金，2020-2023）
4.交互式cosplay动漫数字表演系统（主持，湖南省科技计划项目，2017-2019）
5.基于复杂查询类型的多媒体检索（主持，国家自然科学基金，2016-2018）