Lihua Guo

Lihua Guo

Associate Professor, PHD,

School of Electronic and Information Engineering, South China University of Technology, Wushan Road 381, Guangzhou City, Guandong Province, China, 510641

Mobile Phone: +86-13424465232

Fax: +86-20-87111435

Email:guolihua@scut.edu.cn

Qualification

PHD, Communication and Information System, Shanghai JiaoTong University, China, 2005

Master, Electrical and Electronic Engineering, Nanjing University of Posts & Telecommunications, China, 2002

Bachelor, Electrical and Electronic Engineering, Nanjing University of Posts & Telecommunications, China, 1999

Work experience

Associate Professor, South China University of Technology, China, 2005-now

Research Interests

Images understand, compute vision and pattern recognition

Research

Grants

lThe research of complex generic image classification and their Application, China National Natural Science Foundation Grant, China, Guo Lihua (South China University of Technology), grant no. 60902087, 2010.12012.12

  

lThe research of Heterogeneous network image semantic understanding, Science and Technology Grant of Guangdong Province, Department of Science of Technology of Guandong Province, China, Lihua Guo (South China University of Technology), grant no. 2015A030313210, 2015.08-2018.08.

  

lThe research of Railway crossing safety management system using machine learning method and sensor detection technique, Combination Project of Guangdong Province of projects funded, Department of Science of Technology of Guandong Province, China, Lihua Guo (South China University of Technology),2013.1-2015.12

  

lGuangzhou pearl river new talent training plan, Guangzhou science and technology plan projects, Department of Science of Technology of Guandong Province, China, Lihua Guo (South China University of Technology), 2012.6-2015.6

  

lThe research of large scale image classification based on the cloud platform, the central university special funding for basic scientific research, South China University of Technology, Lihua Guo (South China University of Technology), grant no. 2013ZZ0054, 2013.1-2014.12

  

lThe research of complex image classification using new machine learning method, the central university special funding for basic scientific research, South China University of Technology, Lihua Guo (South China University of Technology), grant no. 2009ZM0036, 2010.1-2011.12

  

lThe research of multi-view video communication in IP network, Science and Technology Grant of Guangdong Province, Department of Science of Technology of Guandong Province, China, Lihua Guo (South China University of Technology), grant no. 7300582, 2007.1-2009.12

  

lThe research of multi-view video coding method based on dynamic optic flow field, Institutions of higher learning doctoral fund, Chinese Ministry of Education, China, Lihua Guo (South China University of Technology), grant no. 20070561049, 2008.12010.12 

Publication

Journal:

Lihua Guo, Manifold Kernel Metric Learning for Larger-scale Image Annotation, IEICE Trans. On Information & System, Vol.E98-D,No.7,pp.-,Jul. 2015.

Lihua Guo, Yangchao Xiong, Qinghua Huang, Xuelong Li, Image Aesthetic Assessment Using Both Hand-crafting and Semantic Features, Neurocomputing  (2014) vol.143c pp. 14-26.

Guo LihuaLocality constrained multi task joint sparse representation for image classification, IEICE Trans. On Information & System, Vol.E96-D,No.9,Sep.2013.SCI

Guo Lihua, Jin Lianwen, Laplacian Support vector machines with multi-kernel learning, IEICE Trans. On Information & System,vol.E94-D. No.2, 2011,SCI

Guo Lihua, Bai Yang, Jin Lianwen, Smile recognition method fusing the PHOG feature and clustering feature selection, Pattern Recognition and Artificial Intelligence2012vol.1 (EI)

Guo Lihua, Image salience detection method based on the difference of cross information entropy, Jilin university journals2012 (EI)

Guo Lihua, Niuxinya, Research of face recognition algorithm using the deep tiled convolutional neural networks and Map-Reduce method, System Engineering Theory and Practice, 2014.6 vol.34. (EI)

Guo Lihua, Xiong Yanchao, Image aesthetics dataset collection using the web crawler and aesthetics evaluation method, System Engineering Theory and Practice, 2014.6 vol.34. (EI)  

Conference

Guo Lihua, Guo Chenggan, large scale image parallel training method using distribution network, China's cloud computing conference, 2011, Guangzhou,

Guo Lihua, Li Fudi, Image aesthetics evaluation method using convolutional neural networks and Map-Reduce parallel method, China's cloud computing conference, 2011, Guangzhou,

Guo LihuaJin lianwen, The generic object categorization using the latent dirichlet allocation model and bag of biologically inspired model features, proceedings of international conference of wavelet analysis and pattern recognition, 2011

Guo Lihua, Smile expression classification using the improved BIF feature, proceedings of International Conference On Image And Graphics2011

Guo LihuaJin lianwen, An improve Linear Discriminant Analysis method based on regularization, Proceedings of Chinese Conference On Pattern Recognition, 2010

Bai Yang,Guo Lihua, Jin Lianwen, A novel feature extraction method using pyramid histogram of orientation gradients for smile recognitionProceeding of International Conference on Image Processing ,2009

Guo Lihua,The generic object classification based on MIML machine learning, CJK Joint Workshop on Pattern Recognition ,2009

Guo Lihua,A fast and automatic video object segmentation technique, 2008 International Conference on Communications, Circuits and Systems

Guo Lihua, Permutation-based Distributed video coding, 2008 International congress on Image and Signal Processing, Proceedings of  International Congress on Image and Signal Processing, 2008

Xiangyu Yu, Lihua Guo. Image Registration by Combining Feature Consensus with Affine Model, Proceedings of  International Congress on Image and Signal Processing, (CISP2008)

Xiangyu Yu, Lihua Guo. Image Registration by Contour Matching using Tangent Angle Histogram, Proceedings of  International Congress on Image and Signal Processing,2008

Xiangyu Yu, Weiyu Yu, Lihua Guo, Youjun Xiang. A Novel Segmentation-based Mutual Information Image Registration for SAR Images. IET International Communication Conference on Wireless Mobile & Sensor Networks(CCWMSN07). P829-832