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天津大学电气自动化与信息工程学院导师教师师资介绍简介-刘安安

本站小编 Free考研考试/2020-09-11

个人资料:

姓名:刘安安
职称:教授/博士生导师/硕士生导师
学科专业:信息与通信工程(一级学科)/信号与信息处理(二级学科)
通讯地址:天津大学电气自动化与信息工程学院26-D-412
电子信箱:anan0422@gmail.com
实验室主页:media.tju.edu.cn
主要经历:
(1) 2017.07至今 天津大学电气自动化与信息工程学院,电子信息工程专业,教授,博士生导师/硕士生导师
(2) 2012.07-2017.06天津大学电气自动化与信息工程学院,电子信息工程专业,副教授,博士生导师/硕士生导师
(3) 2010.03-2012.06天津大学电子信息工程学院,电子信息工程专业,讲师
(4) 2016.03-2017.03 National University of Singapore,School of Computing,访问****
(5) 2009.05-2009.11 Intel Research Pittsburgh,访问研究员
(6) 2008.09-2009.11 Carnegie Mellon University,School of Computer Science, Robotics Institute,联合培养博士生
(7) 2001-2010天津大学电子信息工程学院,天津大学首届工科实验班,本硕博连读
主要研究方向:
(1) 跨媒体大数据分析
(2) 人工智能
(3) 生物医学图像处理
主要科研项目:
(1) 国家自然科学基金,“ 多模耦合的开放集视频自动解析方法研究”;
(2) 国家自然科学基金,“ 基于深度随机场的跨域细胞行为检测方法研究”;
(3) 国家自然科学基金,“基于判别式随机场的细胞分裂联合识别和定位方法研究”;
(4) 国家自然科学基金,“基于多视角和多模态潜在关联挖掘的人体动作识别算法研究”;
(5) 国家自然科学基金,“稀疏化、结构化和判别性约束的多视角行为识别方法研究”
(6) 工信部智能制造专项,“智能制造评价指数标准研究与试验验证”
(7) 天津市新一代人工智能科技重大专项,“多粒度视觉监控数据智能解析方法研究”
(8) 天津市应用基础与前沿技术研究计划项目,“基于隐状态半马尔可夫模型的细胞分裂检测方法研究”;
(9) 天津市应用基础与前沿技术研究计划项目,“基于时空关联信息的干细胞跟踪关键问题研究;
(10) 浙江大学CAD&CG国家重点实验室开放课题
(11) “北洋****”人才计划
(12) “北洋****·青年骨干教师”人才计划;
(13) 天津大学自主创新基金,“干细胞世系图构建及分析关键问题研究”;
(14) 天津大学自主创新基金,“时空显著特征的结构化稀疏表示及其在细胞死亡检测中的应用”;
(15) 国际信息检索评测TRECVID 2017/2016/2015/2011/2010/2008;
(16) 参与973计划项目、863计划项目、国际科技合作重点项目、北京科技计划项目、中国博士后科学基金、中国博士后科学基金特别资助多项。
代表性论著、学术著作:
学术论文:
共发表(录用)论文90余篇,以第一及通讯作者发表(录用)SCI刊源论文56余篇,具体信息请参考实验室主页media.tju.edu.cn,代表性成果如下:
1) A.-A. Liu*, et al.,”Hierarchical Clustering Multi-Task Learning for Joint Human Action Grouping and Recognition.”IEEE Transactions on Pattern Analysis and Machine Intelligence., Vol. 39, No.1, pp:102-114, 2017. (ESI热点;ESI高被引;SCI一区,CCF-A, JCR:9.455)
2) A.-A. Liu*, et al., "Multi-modal clique-graph matching for view-based 3D model retrieval," IEEE Transactions on Image Processing, vol. 25, no. 5, pp. 2103–2116, 2016. (ESI热点;ESI高被引;SCI二区,CCF-A, JCR:5.072)
3) A.-A. Liu*, et al., "Benchmarking a Multimodal and Multiview and Interactive Dataset for Human Action Recognition.” IEEE Transactions on Cybernetics, Vol. 47, No.7, pp:1781-1794,2017.( ESI高被引;SCI一区,CCF-B, JCR:8.803)
4) A.-A. Liu*, et al., “Multipe/Single-View Human Action Recognition via Part-induced Multi-task Structural Learning”, IEEE Transactions on Cybernetics, Vol. 45, No. 6, pp. 1194-1208, 2015. (ESI高被引;SCI一区,CCF-B, JCR:8.803)
5) A.-A. Liu*, et al., "View-Based 3-D Model Retrieval: A Benchmark,"IEEE Transactions on Cybernetics, Vol. 48, No.3, pp:916-928,2018. (SCI一区,CCF-B, JCR:8.803)
6) A.-A. Liu*, et al.,“Multi-Domain and Multi-Task Learning for Human Action Recognition”, IEEE Transactions on Image Processing, Vol. 28, No. 2, pp. 853-867, 2019. (SCI二区,CCF-A, JCR:5.072)
7) A.-A. Liu*,et al., “Multi-Grained Random Fields for Mitosis Identification in Time-Lapse Phase Contrast Microscopy Image Sequences.” IEEE Transactions on Medical Imaging, Vol.36, No.8, pp:1699-1710, 2017. (SCI二区,CCF-B, JCR:6.131)
8) A.-A. Liu*, et al., “A Semi-Markov Model for Mitosis Segmentation in Time-Lapse Phase Contrast Microscopy Image Sequences of Stem Cell Populations”, IEEE Transactions on Medical Imaging, Vol. 31, No. 2, pp. 359-369, 2012. (SCI二区,CCF-B, JCR:6.131)
9) A.-A. Liu*, et al., "3D Object Retrieval Based on Multi-View Latent Variable Model”,IEEE Transactions on Circuits and Systems for Video Technology,2018 (DOI:10.1109/TCSVT.2018.**) (SCI二区,CCF-B,JCR: 3.599)
10) W. Nie,A.-A. Liu*, et al., " Hyper-Clique Graph Matching and Applications”,IEEE Transactions on Circuits and Systems for Video Technology,2018 (SCI二区,CCF-B,JCR: 3.599)
11) N. Xu,A.-A. Liu*, et al., “Dual-Stream Recurrent Neural Network for Video Captioning,” IEEE Transactions on Circuits and Systems for Video Technology,2018 (SCI二区,CCF-B,JCR: 3.599)
12) N. Xu,A.-A. Liu*, et al., “Attention-In-Attention Networks for Surveillance Video Understanding in IoT”,IEEE Internet of Thing Journal,Vol.5, No.5, pp.3419-3429, 2018 (SCI一区,JCR: 6.735)
13) A.-A. Liu*, et al., “Mitosis Detection in Phase Contrast Microscopy Image Sequences of Stem Cell Populations: A Critical Review”, IEEE Transactions on Big Data, Vol. 3, No. 4, pp. 443-457, 2017
14) A.-A. Liu*, et al., “Hierarchical & Multimodal Video Captioning: Discovering and Transferring Multimodal Knowledge for Vision to Language,” Computer Vision and Image Understanding, vol. 163, pp. 113-125, 2017
15) W.-Z. Nie,A.-A. Liu*, et al.,“Clique-graph Matching by Preserving Global & Local Structure,” IEEE Conference on Computer Vision and Pattern Recognition,4503-4510,2015.
16) A.-A. Liu*, et al., “Cross-Domain 3D Model Retrieval via Visual Domain Adaption”, International Joint Conference on Artificial Intelligence, 2018
17) A.-A. Liu*, et al., “Multi-Level Policy and Reward Reinforcement Learning for Image Captioning”, International Joint Conference on Artificial Intelligence, 2018
18) Y.-T. Su, W.-H. Li,A.-A. Liu*, et al., “Hierarchical Graph Structure Learning for Multi-View 3D Model Retrieval”, International Joint Conference on Artificial Intelligence, 2018
学术论著:
(1) Anan Liu, Kang Li,“A Hierarchical Framework for Mitosis Detection in Time-Lapse Phase Contrast Microscopy Image Sequences of Stem Cell Populations”,Medical Imaging (Chapter 17),Dec. 2011 (ISBN 978-953-307-774-1)
专利:
授权21项,专利技术转让1项

主要讲授课程:
(1) 信号与系统(本科生)
(2) 视觉感知与学习(硕士生)
主要学术成就、奖励及荣誉:
人才奖励
(1) 天津市“131”创新型人才
(2) “北洋****”人才计划
(3) “北洋****·青年骨干教师”人才计划;

学术奖励
(1) 2017中国多媒体大会前沿技术优秀展示奖
(2) ACM Multimedia 2009 Student Participation Grant(10/200+)
(3) ACM Multimedia 2016 Grand Challenge MSR Video to Language,排名第六(50个参赛队)
(1) TRECVID 2015国际顶级评测单项第一;
(2) TRECVID 2011国际顶级评测单项第一;
(3) TRECVID 2010国际顶级评测单项第一;
教学奖励
(1) 天津大学本科生毕业设计(论文)优秀指导教师,2014
(2) 天津大学第十届青年教师讲课大赛二等奖,2014
(3) 天津大学优秀教学成果二等奖,2013
(4) 天津大学学生创新实践活动优秀指导教师,2012
其他(社会兼职等):
(1) 国际期刊副编辑:IEEE Access
(2) 国际期刊客座编辑:IEEE Transactions on Big Data,Pattern Recognition,Machine Vision and Applications等;
(3) 国际会议:
Area Chair——ACM Multimedia 2019
co-Chair——CVPR2016 Workshop on Computer Vision for Microscopy Image Analysis;
co-Chair——CVPR2017 Workshop on Open Domain Action Recognition;
co-Chair——VCIP2018Special Session on AI for Medical Image Analysis;
Program Committee Member——IJCAI(2018,2019)/AAAI(2018)
(4) 国际评测主办人
CVPR 2019 Contest on Mitosis Detection in Phase Contrast Microscopy Image、SHREC 2019:Monocular Image Based 3D Object Retrieval
SHREC 2015: 3D Object Retrieval with Multimodal Views;
SHREC 2016: 3D Object Retrieval with Multimodal Views
(5) 审稿:TMI/TIP/TCYB/TSMC-C/TMM/TCSVT/CVIU/PR/MIA/SP/TOMM/TKDD等
CVPR/ICCV/IJCAI/AAAI/ACM MM/MICCAI/ISBI/ICME/ICIP/ICPR/WACV/BMVC等

招生信息
欢迎拟申请硕博连读、博士、硕士的小伙伴加入Multimedia Institute大家庭,无论你本科从事信息、计算机、软件、精密仪器、自动化,还是数学、物理等,只要你有激情、乐观、敢于挑战,我们就在这里等你!!!具体招生信息请参见实验室主页media.tju.edu.cn。
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