侯素娟

个人简介

侯素娟,女,博士,19854月出生,山东成武人,2015年毕业于重庆大学计算机科学与技术专业。2008年山东省优秀毕业生,2011年重庆大学优秀毕业生,2012年获博士生国家奖学金(No.2012-06674, 2013获中国留学基金委公派留学联合培养资格,同年10月至20159月在悉尼科技大学QCIS中心联合培养。研究方向主要有视频数据挖掘、多媒体检索和模式识别。IEEE会员(No:93027970)

 

近年来发表的论文:

(1)Sujuan Hou, Ling Chen, Dacheng Tao, Shangbo Zhou, Wenjie Liu, Yuanjie Zheng. “Multi-layer multi-view topic model for classifying advertising video.” Pattern Recognition, 2017, 68:66-81. (SCI)

(2)Sujuan Hou, Shangbo Zhou, Ling Chen, Yong Feng, Karim Awuda.“Multi-label Learning with Label Relevance in Advertising Video”, Neurocomputing. Volume 171, 1 January 2016, Pages 932–948. (SCI)

(3)Sujuan Hou, Jianwei Lin, Shangbo Zhou, Maoling Qin , Weikuan Jia, Yuanjie Zheng. “Deep Hierarchical Representation from Classifying Logo-405.”  Compexity, 2017, 99(2017):1-12. (SCI)

(4)Sujuan Hou, Shangbo hou, Muhammad Abubakar Siddique.“A Compressed Sensing Approach for Query by Example Video Retrieval,”Multimedia Tools and Applications. Volume 72, Issue 3 (2014), Page 3031-3044;(SCI)

(5)Sujuan Hou and Shangbo Zhou.“Audio-Visual-Based Query by Example Video Retrieval,”Mathematical Problems in Engineering, Volume 2013, Article ID 972438, 8 pages.(SCI)

(6)Sujuan Hou, Shangbo Zhou, and Muhammad Abubakar Siddique.“Query by example video based on fuzzy c-means initialized by fixed clustering center,”Optical Engineering, 51, 047405 (2012), DOI:10.1117/1.OE.51.4.047405.( SCI)

(7)Hou Sujuan, Zhou Shangbo, Li Hua.“Query by example video based on fuzzy c-means theory,”In Proc. of the 21st International Conference On Software Engineering and Data Engineering, SEDE 2012, pp.79-85, Los Angeles, California, USA, June 27-29. (EI)

(8)钟将,侯素娟*.开放网络环境中基于属性的通用访问控制框架,计算机应用, 2010, 30(10): 2632-2635

(9)Yuanjie Zheng ,Yu Wang,Wanzhen Jiao,Sujuan Hou,Yanju Ren,Maoling Qin, Dewen Hou,Chao Luo,Hong Wang,James Gee,Bojun Zhao. “Joint alignment of multispectral images via semidefinite programming.” Biomedical Optics Express, 2017. 01.19,  8 (2):890~901. (SCI)

(10)Yanyun Jiang, Yuanjie Zheng, Sujuan Hou, Yuchou Chang, and James Gee, “Multimodal Image Alignment via Linear Mapping between Feature Modalities,” Journal of Healthcare Engineering, Volume 2017 (2017), Article ID 8625951, 6 pages. (SCI)    

(11)Weikuan Jia, Dean Zhao, Yuanjie Zheng, Sujuan Hou. A novel optimized GA–Elman neural network algorithm. Neural Computing & Applications, 2017(6):1-11. (SCI)

 

在研项目:

(1)国家自然科学基金青年项目,基于多模态融合机制的视频语义表征方法研究 (61702313),在研,主持 

(2)山东省自然科学基金青年项目,广告视频深度学习及语义表征算法研究(ZR2016FQ20),在研,主持

(3)中国博士后科学基金第61批面上项目,通用视频数据多模态融合机制研究,二等资助,在研,主持

(4)山东省高等学校科研计划项目(自筹),基于深度学习和主题模型的视频表征模型研究(J17KB177), 在研,主持

(5)山东师范大学青年科技项目培育基金,面向多模态的广告视频表征模型研究,在研,主持

(6)山东省自然科学基金青年项目,基于外观特征的人体目标再识别研究(ZR2016FQ06),在研,参与