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Jimmy Liu, Professor
Date: 2018-03-14, View: 1483

Education

1999 -2004 Ph.D., Computer Science, National University of Singapore, Singapore 
1991 – 1992 M.PC. Computer Science, National University of Singapore, Singapore 
1983 – 1988 B.PC., Computer Science (Junior Class), Computer Department, University of Science & Technology China, China 

PROFESSIONAL Experience

Mar. 2016-present Senior Researcher, Professor, Ningbo Institute of Industrial Technology, Chinese Academy of Sciences,

2007-2016 Director, Institute of Visual Medical Imaging Singapore Science and Technology Research Bureau, Singapore

2004-2006 Researcher, National University of Singapore, Singapore 

1989-2003 Technology director, business supervisor, Singapore national enterprise/Singapore transnational enterprise technology development, Singapore

1988-1989 Assistant Eng., Institute of automation Technology, Chinese Academy of Sciences, China

Publications

Huazhu Fu, Jun Cheng, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu, and Xiaochun Cao, Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation, IEEE Transactions on Medical Imaging (TMI), 2018.

Jianyang Xie, Yitian Zhao, Yalin Zheng, Jiang Liu, Yongtian Wang, Retinal Vascular Topology Estimation Via Dominant Sets Clustering. To be appeared in Proceedings of International Symposium on Biomedical Imaging (ISBI 2017), Washington DC, USA, 2018.

Kai Liu, Qi Liu, Junpeng Zhang, Yongliang Tian, Kewei Chen, Jinglong Wu, Jimmy Liu, Yiming Lei, Jing Zhang, Alveolar Bone Mineral Density Measurement using CBCT Images, Neuroscience and Biomedical Engineering, 5(1): 44-49, 2017.

Tao Yang, Chee Kong Chui, Weimin Huang, Zhenhua Jiang, Jiang Liu, Stacked Hidden Markov Model for Motion Intention Recognition, In proceeding of IEEE 2nd International Conference on Signal and Image Processing (ICSIP), Singapore, 2017.

Ee Ping Ong, Jun Cheng, Damon Wong, Jiang Liu, Elton L.T. Tay, Leonard W.L. Yip, Glaucoma Classification from Retina Optical Coherence Tomography Angiogram, In proceeding of 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Seogwipo, South Korea, 2017.

Fengli Yu, Jing Sun, Annan Li, Jun Cheng, Cheng Wan, Jiang Liu,Image Quality Classification for DR Screening Using Deep Learning, In proceeding of 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2017.

J. Cheng, Z. Zhang, D. Tao, D.W.K. Wong, J. Liu. Quadratic Divergence Regularized SVM For Optic Disc Segmentation, Biomedical Optics Express, ;8(5):2687-2696, 2017.

H. Fu, Y. Xu, S. Lin, X. Zhang, D. Wong, J. Liu, A. F. Frangi, M Baskaran and T Aung, Structure Segmentation and Quantification for Angle-Closure Glaucoma Assessment in Anterior Segment OCT, IEEE Transactions on Medical Imaging (TMI), 36(9): 1930-1938, 2017.

Di Niu, Peiyuan Xu, Cheng Wan, Jun Cheng, Jiang Liu, Automatic Localization of Optic Disc Based on Deep Learning in Fundus Images, In proceeding of 2nd International Conference on Signal and Image Processing, 2017.

J. Cheng, Z. Zhang, D. Tao, D.W.K. Wong, J. Liu, M. Baskaran. Similarity regularized sparse group lasso for cup to disc ratio computation. Biomedical Optics Express, 8(8), 3763, 2017.

Yitian Zhao, Yalin Zheng, Yonghuai Liu, Yifan Zhao, Lingling Luo, Siyuan Yang, Tong Na, Yongtian Wang, Jiang Liu, Automatic 2D/3D Vessel Enhancement in Multiple Modality Images Using a Weighted Symmetry Filter, IEEE Transactions on Medical Imaging (TMI), DOI: 10.1109/TMI.2017.2756073, 2017.

Jing Sun, Cheng Wan, Jun Cheng, FengLi Yu, Jiang Liu, Retinal Image Quality Classification Using Fine-Tuned CNN(C), In proceeding of 4th MICCAI Workshop on Ophthalmic Medical Image Analysis, Quebec, Canada, 2017.

Peiyuan Xu, Cheng Wan, Jun Cheng, Di Niu, Jiang Liu, Optic Disc Detection via Deep Leaning in Fundus Images(C), In proceeding of 4th MICCAI Workshop on Ophthalmic Medical Image Analysis, Quebec, Canada, 2017.

B. M. Williams, B. Al-Bander, H. Pratt, S. Lawman, Y. Zhao, Y. Zheng and Y. Shen, Fast blur detecti on and parametric deconvolution of retinal fundus images,In proceeding of 4th MICCAI Workshop on Ophthalmic Medical Image Analysis, Quebec, Canada, 194-201, 2017.

Chang-Tong Yang, Krishna K. Ghosh, Parasuraman Padmanabhan, Oliver Langer, Jiang Liu,Christer Halldin, Balázs Z. Gulyás. PET probes for imaging pancreatic islet cells. Clinical and Translational Imaging. 5(6): 507-523,2017.

Yifan Zhao, Edward Hanna, Grant R. Bigg, and Yitian Zhao, Tracking Nonlinear Correlation for Complex Dynamic Systems Using a Windowed Error Reduction Ratio Method, Complexity, 8570720,2017.

Ian MacCormick, Yalin Zheng, Silvester Czanner, Yitian Zhao, Peter Diggle, Simon P Harding, Gabriela Czanner, Spatial statistical modelling of capillary non-perfusion in the retina, Scientific Reports, 7:16792, 2017.