Sujuan Hou

CV:

Sujuan Hou received the Ph.D. degree from Chongqing University in 2015. She studied at Quantum Computation and Intelligent Systems (QCIS) in the University of Technology, Sydney(UTS) as a joint PhD student from 2013 to 2015. Her research interests include video data mining, multimedia classification and pattern recognition.

 

Some Recent Publications

(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)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)

(9)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)

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