高赞简介
姓名
高赞
性别
出生年月
1980年11月
学历学位
研究生 博士
职 称 副教授
所属学院
计算机与通信工程学院 是否博硕导 硕导
联系电话 022-60216865
E_mail
gaozan114@126.com
所属学科 081200 计算机科学与技术
研究方向
 模式识别,机器学习,图像处理
人才称号
学术兼职
中国计算机学会会员,ACM学会会员、IEEE Transaction on Multimedia, IEEE Multimedia,ACM Multimedia,International Conference Pattern and Recognition 等会议、期刊的审稿人
讲授课程
机器学习、人工智能、网络编程、Web设计与编程、信号与系统、电路与模拟电子
主要科研项目及代表性成果(包括鉴定项目、论文、专著、获奖、专利等):
  

主持或参与项目:

1.“基于多视角和多模态潜在关联挖掘的动作识别算法研究”,国家自然科学面上基金(61572357),2016-2019, 负责人;

2.“稀疏化、结构化和判别性约束的多视角行为识别方法研究”国家自然科学青年基金(61202168),2013-2015,负责人;

3. “基于深度随机场的跨域细胞为检测方法研究”国家自然科学基金面上项目,61472275、2015-2018、在研、合作单位负责人。

4.“分布式网络中基于纠删编码的存储机制及其优化”国家自然科学青年基金(61201234),2013-2015,第4名;

5.“视觉注意模型在语义视频检索中应用”国家自然科学面上基金(61101212),2012-2014,第4名;

6.“视频选择性注意机理与语义特征提取”,国家自然科学基金重大研究计划培育项目(90920001),2010-2012,主要研究人员;

7.“面向移动服务机器人的通用嵌入式视觉软件”,天津市科技支撑项目,(10ZCKPGX00400)、2010-2013、完成、第三。

8.“机器人视角场景理解的条件随机场模型及算法研究”,天津市应用基础与前沿技术研究计划(重点项目)14JCZDJC31700、2014-2017,在研、第三。

9.连续5年参加由美国国家标准技术研究所(NIST)举办的TRECVID 各项竞赛任务,并在2009年的基于内容的视频自动化检索、2010年的视频监控任务中取得了第一名的成绩。

代表性论文:

期刊:

 [1]     Zan Gao, Hua Zhang, An-An Liu, Guang-ping Xu and Yan-bing Xue, Human Action Recognition On Depth dataset, Neural Computing and Applications, October 2016, Volume 27, Issue 7, pp 2047–2054. (SCI)

 [2]     Z. GAO, Y. ZHANG, H. ZHANG, Y.B XUE, G.P XU, Multi-dimensional Human Action Recognition Model based on Image Set and Group Sparisty, NeuroComputing, 06, 2016. doi:10.1016/j.neucom.2016.01.113  (SCI).

 [3]     Z. Gao, H. Zhang, G.P Xu,Y.B Xue and A. G. Hauptmannc, Multi-View Discriminative and Structured Dictionary Learning with Group Sparsity for Human Action Recognition, Signal Processing, 2015, doi:10.1016/j.sigpro.2014.08.034(SCI).

 [4]     Z. GAO, H. ZHANG, G.P XU, Y.B XUE, Multi-perspective and Multi-modality Joint Representation and Recognition Model for 3D Action Recognition, NeuroComputing, 2015, Volume 151, Part 2, 2015, Pages 554–564, doi:10.1016/j.neucom.2014.06.085 (SCI)

 [5]     Anan Liu, Yuting Su, Pingping Jia, Zan Gao, Tong Hao, Zhaoxuan Yang, Multipe/Single-View Human Action Recognition via Part-induced Multi-task Structural Learning, IEEE Transactions on Cybernetics, Vol. 45, No. 6, pp. 1194-1208, 2014. (SCI).

 [6]     Zan Gao, Long-fei Zhang, Ming-yu Chen, Alexander Hauptmann, Hua Zhang, Anni Cai, Enhanced and Hierarchical Structure Algorithm for Data Imbalance Problem in Semantic Extraction under Massive Video Dataset, Multimedia Tools and Applications, Vol.68, No.3, 2014 (SCI: AA4RO).

 [7]     Zan Gao, Hua Zhang, An-An Liu, Yan-bing Xue and Guang-ping Xu, Human Action Recognition Using Pyramid Histograms of Oriented Gradients and Collaborative Multi-task Learning, KSII Transactions on Internet and Information Systems, Vol.8 No.2 2014 (SCI: AE0ZM).

 [8]     Zan Gao, Jianming Song, Hua Zhang, Anan Liu, Guangping Xu, Yanbing Xue,Human Action Recognition Via Multi-modality information, Journal of Electrical Engineering & Technology, Vol.9, No.2, 2014 (SCI: AC2RU).

 [9]     Anan Liu, Zan Gao, Tong Hao, Yuting Su, Zhaoxuan Yang, Partwise Bag of Words-Based Multi-task Learning for Human Action Recognition, Electronics Letters,Vol.49,No.13,pp.803-804, 2013. (SCI).

[10]    Anan Liu, Tong Hao, Zan Gao, Yuting Su, Zhaoxuan Yang, Sequential Sparse Representation for Mitotic Event Recognition,Electronics Letters,Vol.49,No.14,pp.869-870,2013. (SCI).

会议:

 [1]     Z. Gao, De-yu Wang,Hua. Zhang, Guang.Ping Xu and Yan.Bing Xue, A Fast 3D Retrieval Algorithm via Class-Statistic and Pair-Constraint Model, ACM MM 2016

 [2]     Weizhi Nie, Anan Liu, Zan Gao, Yuting Su, Clique-graph Matching by Preserving Global & Local Structure, International Conference on Computer Vision and Pattern Recognition, (CVPR) 2015.

 [3]     Zan Gao, Yan Zhang, Hua Zhang, Guangping Xu, Yanbing Xue, Reverse Testing Image Set Classification Based Multi-view Human Action Recognition. MMM 2016

 [4]     Peng Yao, Hua Zhang, Yanbing Xue, Mian Zhou, Guangping Xu, Zan Gao, Iterative Color-Depth MST Cost Aggregation for Stereo Matching, ICME2016

 [5]     Dingcheng Shen, Hua Zhang, Yanbing Xue , Guangping Xu, Zan GAO, “Online Boosting Tracking with Fragmented Model”, MMM  2013.

 [6]     Zan GAO, An-an Liu, Hua Zhang Guang-ping Xu, Yan-bing Xue,”Human Action Recognition Based on Sparse Representation Induced by L1/L2 Regulations”, ICPR 2012.

 [7]     Zan GAO, Ming-yu Chen, Alexander G. Hauptmann, Anni Cai, “Comparing Evaluation Protocols on the KTH Dataset”, Proc of International Conference of Pattern Recognition (ICPR2010) Workshop on Human Behavior Understanding (HBU2010), Istanbul, TURKEY, Lecture Notes in Computer Science, 2010, v6219, p88-100, ( EI:20104313332560).

 [8]     Zan GAO, Ming-yu Chen, Marcin Detyniecki, Wen Wu, Alexander G. Hauptmann, Howard D. Wactlar, Anni Cai, Multi-Camera Monitoring of Infusion Pump Use”, Proc. of Fourth IEEE International Conference on Semantic Computing (ICSC10), Pittsburgh, 2010, Page(s): 105 - 111 (Oral,EI:20110913711561).

 [9]     Zan GAO, Marcin Detyniecki, Ming-yu Chen, Wen Wu, Alexander G. Hauptmann, Howard D. Wactlar, “Towards Automated Assistance for Operating Home Medical Devices”, Proc. of 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC10), Buenos Aires, Argentina,EMBC'10, 2010, p2141-2146, (EI:20110113553306).

[10]    Zan GAO, An-An Liu, Yu-ting Su, Zhong JI, Zhao-xuan YANG, “TJUT-TJU@TRECVID 2011_Surveillance Event Detection”, TRECVID'11 TREC Video Retrieval Evaluation Online Proceedings, NIST Gaithersburg, MD., November 2011.

[11]    Huan Li, Lei Bao, Zan GAO, Arnold Overwijk, Wei Liu, Long-fei Zhang, Shoou-I Yu, Ming-yu Chen, Florian Metze, Alexander Hauptmann, “Informedia@TRECVID 2010”, TRECVID'10 TREC Video Retrieval Evaluation Online Proceedings, NIST Gaithersburg, MD., November 2010.

[12]    Zan GAO, An-an Liu “MMM-TJU@TRECVID 2010: Semantic Indexing”, TRECVID'10 TREC Video Retrieval Evaluation Online Proceedings, NIST Gaithersburg, MD., November 2010.

[13]    Zhicheng Zhao, Yanyun Zhao, Zan GAO, Xiaoming Nan, Mei Mei, Hui Zhang, Heng Chen, Xu Peng, Yuanbo Chen, Junfang Guo, Anni Cai, “BUPT-MCPRL at TRECVID 2009”, TRECVID'09 TREC Video Retrieval Evaluation Online Proceedings, NIST Gaithersburg, MD., November 2009.

[14]    Zan GAO, Zhicheng Zhao, Tao Liu, Xiaoming Nan, Mei Mei, Bin Zhang, Xiaodan Liu, Xu Peng, Hui Zheng, Yanyun Zhao, Anni Cai, “BUPT at TRECVID 2008”, TRECVID'08 TREC Video Retrieval Evaluation Online Proceedings, NIST Gaithersburg, MD., November 2008.

申请或授权发明专利:

[1].     高赞、张桦、宋健明、薛彦兵、徐光平,基于协同表示和判别准则的多视角联合动作词典学习方法,受理号:20141048447.7.

[2].   张桦、高赞、张燕、汪日伟、徐光平、薛彦兵,一种基于特征变换和词典学习的动作识别方法,受理号:201410632838.2.

[3].   张桦、高赞、宋健明、薛彦兵、徐光平,一种基于深度运动轨迹的人体动作识别方法,受理号:201410485407.8.

[4].   高赞、张桦、徐光平、薛彦兵、申晓霞、宋健明,基于多视图和多模态特征的自适应动作识别方法,受理号:201310386606.9.

[5].   高赞、张桦、刘安安、徐光平、薛彦兵、董晨,多约束下的多视角监控视频行为检测和识别方法,受理号:201210470278.6.

[6].   高赞、申晓霞、张桦、薛彦兵、徐光平,基于深度与RGB信息和多尺度多方向等级层次特征的行为识别方法,受理号:201310259191.9.

 
 
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