Personal Profile
Guo Lihua, Associate Professor at South China University of Technology, was born in Yongxin County, Jiangxi Province in February 1978. He received his Bachelor's degree in Multimedia Communications and Master's degree in Multimedia Communications from the Department of Information Engineering, Nanjing University of Posts and Telecommunications in 1999 and 2002 respectively. He obtained his Ph.D. in Communication and Information Systems from the School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University in July 2005. He is currently serving as Associate Professor at South China University of Technology, Secretary-General of Guangdong Provincial Engineering Research Center for Intelligent Processing of Audio-Video, Text and Graphics, and Deputy Secretary-General of Guangdong Society for Image and Graphics.
In 2012, he was awarded the First Prize of Guangdong Science and Technology Award (Core Technologies of Handwriting Human-Computer Interaction and Cloud Computing) as a leading technical contributor. He was a visiting scholar at Griffith University, Australia in 2016, at Technische Universität Dresden, Germany in 2017, and at Southern Illinois University (SIU), USA in 2020. In recent years, he has led research projects funded by the National Natural Science Foundation of China, the Natural Science Foundation of Guangdong Province, and the Doctoral Fund of the Ministry of Education, and participated in multiple scientific research programs supported by the International Cooperation Projects of the Natural Science Foundation of Guangdong Province.
Education Background
2002-2005, Shanghai Jiao Tong University, Doctor of Philosophy
1999-2002, Nanjing University of Posts and Telecommunications, Master of Science
1995-1999, Nanjing University of Posts and Telecommunications, Bachelor of Engineering
Work Experience
2005-Present, South China University of Technology, Associate Professor
Research Projects
1. National Natural Science Foundation of China - Young Scientists Fund (Grant No. 60902087): Research on Ambiguous and Generic Object Categorization with Applications, January 2010-December 2012 (Project Leader)
2. Natural Science Foundation of Guangdong Province - General Project (Grant No. 2015A030313210): Research on Semantic Analysis of Heterogeneous Social Network Images Based on Big Data, August 2015-August 2018 (Project Leader)
3. Guangzhou Science and Technology Program (Grant No. 201707010141): Research on Image Aesthetic Analysis and Optimization Based on Self-Organizing Learning Mechanisms, May 2017-April 2020 (Project Leader)
Flagship Achievements
Publications
1.Guo Lihua, Chen Dawu, Jia Kui, Knowledge Transferred Adaptive Filter Pruning for CNN Compression and Acceleration. SCIENCE CHINA Information Sciences, Doi: 10.1007/s11432-020-3162-4.
2.Zhiyang Wu, Yuwei Li, Lihua Guo*, Kui Jia, PARN: Position-Aware Relation Networks for Few-Shot Learning, Seoul, South Korea, The IEEE International Conference Computer Vision (ICCV), 2019, 2019-10-27至2019-11-02.
3.Lihua Guo, Extreme Learning Machine with Elastic Net Regularization, Intelligent Automation & Soft Computing, Vol.26, No.3, pp. 421-427, 2020, DOI:10.32604/iasc.2020.013918
4.Lihua Guo, From Easy to Difficult: a Self-Paced Multi-task Joint Sparse Representation Method, IEICE Trans. On Information & System, Vol.E101-D,No.8,pp.2115-2122,Aug. 2018.
5.Lihua Guo, Chengang Guo, Lei Li, Qinghua huang, Two-Stage Local Constrained Sparse Coding for Fine-Grained Visual Categorization, SCIENCE CHINA Information Sciences, 2018, 61(1). SCI
6.Lihua Guo, Self-Paced Learning with Statistics Uncertainty Prior, IEICE Trans. On Information & System, Vol.E101-D,No.3,pp.-,Mar. 2018.
7.Guo Lihua, Luo Cai; Statistical Analysis of Food Ingredient Databases and Performance Evaluation through Comparative Experiments, Journal of Image and Graphics, 2017, 22(8): 1079-1088.
8.Lihua Guo, Alan Wee-Chung Liew: An Improved Extreme Learning Machine with Parallelized Feature Mapping Structures. DICTA 2016: 1-5
9.Lihua Guo, Alan Wee-Chung Liew: Online-Offline Extreme Learning Machine with Concept Drift Tracking for Time Series Data. DICTA 2016: 1-6
10.Lihua Guo, Fudi Li, Alan Wee-Chung Liew: Image Aesthetic Evaluation Using Parallel Deep Convolution Neural Network. DICTA 2016: 1-5
11.Lihua Guo, Chenggan Guo: A deep sparse coding method for fine-grained visual categorization. IJCNN 2016: 632-639
12.Lihua Guo, Manifold Kernel Metric Learning for Larger-scale Image Annotation, IEICE Trans. On Information & System, Vol.E98-D,No.7,pp. 1396-1400,Jul. 2015.
13.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.
Granted Patents
1.A Method for Automatic Audio Gain Control in Compressed Domain Data Streams, Chinese Patent No. ZL200710031867.3, February 2007, Inventor: Guo Lihua
2.A Smile Expression Recognition Method Based on Clustering and Linear Discriminant Analysis for Feature Selection, Chinese Patent No. ZL201110122941.9, May 2011, Inventors: Guo Lihua, Jin Lianwen
3.A Differential-Based Image Rectification Method for Multi-View Video, Chinese Patent No. ZL201110121562.8, May 2011, Inventor: Guo Lihua
4.An Improved Linear Discriminant Analysis-based Dimensionality Reduction Method for Smile Recognition, Chinese Patent No. ZL201110122936.8, May 2011, Inventors: Guo Lihua, Jin Lianwen
5.A Real-Time Method for Automatic Voice Conversion between Male and Female Voices, Chinese Patent No. ZL201310444837.0, September 2013, Inventors: Guo Lihua, Deng Di
6.An Image Quality Assessment Method Based on Deep Convolutional Neural Networks, Chinese Patent No. ZL201310511568.5, October 2013, Inventors: Guo Lihua, Li Fudi
7.Guo Lihua, Guo Chenggang; A Parallelized and Distributed Large-Scale Image Recognition Method, Chinese Patent No. ZL201310332314.7, August 25, 2017, China
8.Guo Lihua, Liao Qijun; A Flower Recognition Method for Smart Terminals, Chinese Patent No. ZL201410582707.8, October 20, 2017, China
9.Guo Lihua, Lin Junbin; A Cloud-Based Flower Recognition System Design with Heterogeneous Feature Fusion, Chinese Patent No. ZL201410582671.3, June 20, 2017, China
10.Guo Lihua, Niu Xinya; A Weighted-L2 Regularized Deep Learning-Based Face Recognition Method, Chinese Patent No. ZL201310445497.3, July 6, 2016, China
11.Guo Lihua; A Flower Category Identification Method Based on Locally Constrained Sparse Representation, Chinese Patent No. ZL201310250693.5, December 28, 2016, China
12.Guo Lihua, Lin Junbin; A Saliency Region Detection Method for Images Using Deep Learning, Chinese Patent No. ZL201510964488.4, June 29, 2018, China
13.Guo Lihua, Hong Jiafeng; A Badminton Motion Guidance System Based on Kinect, Chinese Patent No. ZL201510859872.8, April 9, 2019, China
14.Guo Lihua, Liao Qijun; An Automatic Image Caption Generation Method Based on Recurrent Neural Networks (RNN), Chinese Patent No. ZL201510964425.9, April 9, 2019, China
15.Guo Lihua; An Image Aesthetic Quality Enhancement Method Based on Content, Chinese Patent No. ZL201510898145.2, January 29, 2019, China
16.Guo Lihua, Guo Chenggang; A Bird Image Recognition Method Based on Head Part Alignment, Chinese Patent No. ZL201510964403.2, May 14, 2019, China
17.Guo Lihua, Yan Kaibiao, Li Yuwei; A Real-Time Video Thumbnail Generation Method Based on Optimal Cropping, Chinese Patent No. ZL201910733872.1, July 2019, China
18.Guo Lihua, Li Yuwei; A Dual-Frame Thumbnail Image Quality Assessment Method Based on Foreground Detection, Chinese Patent No. ZL201910235265.2, March 2019, China
