Associate Professor of Computer Science
Phone: +86 15337135707
Academic Areas: Artificial Intelligence
Ph. D in Computer Science, Associate Professor of CS
Experience with data analysis by using Machine Learning algorithms. The data were from different area such as financial, meteorological, and computer interaction
Proficiency in the principle of different kind of Pattern Recognition and Machine Learning methods
Published papers and Ph. D dissertation are in machine learning and data mining
PhD in Computer Science, 2002, Huazhong University of Science and Technology.
Master in Computer Science, 1998, Huazhong University of Science and Technology.
Associate professor |Huazhong University of SCIence and technology | 2002.09 - present
Researched and developed projects in Data Mining, Machine Learning, Pattern Recognition and Computer Vision. Part of the results published in proceedings such as CVPR, ICML, ICPR etc.
Lectured courses include: Artificial Intelligence, Pattern Recognition & Machine Learning, and Algorithm Design and Implementation
Visting professor |Northwest research associates | 2013.09 – 2013.12 && 2014.05 – 2014.08
Introduced density based clustering method into Lightening data analysis
Evaluated the possible use of several methods from PRML in analyzing aircraft data. The potentially useful methods include Blind Signal Separation, Hidden Markov Model + Gaussian Mixture Model, and Deep Learning
Visting scholar |digipen Institute of technology |2013.09 – 2013.12 && 2014.05 – 2014.07
Attended classes in CS (C programming, Key technique in Game Implementation) and Game Design (Game history, Game analysis, Game Project 1-4)
Developed a game project as producer in a team by using pure C in Visual Studio 2012
Visting scholar |University of york |2009.09 – 2010.08
Researched in expression recognition from video by using Shape From Shading and Hidden Markov Model to capture the temporal 3D motion information.
Fang Liu, Edwin R. Hancock, William A. P. Smith. Facial expression recognition using nonrigid motion parameters and shape-from-shading. In Proc. of the 14th International Conference on Computer Analysis of Images and Patterns(CAIP), 2011, 105-113.
Liyu Gong, Tianjiang Wang and Fang Liu. Shape of Gaussians as Feature Descriptors. In Proc of the 2009 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009, 2366-2371.
Liyu Gong, Tianjiang Wang, Fang Liu and Gang Chen. A Lie Group based Spatiogram Similarity Measure. In Proc of the 2009 International Conference on Multimedia and Expo (ICME), 2009, 582-585.
Fang Liu, Xiang Peng, Tianjiang Wang and Songfeng Lu. A Density-based Approach for Text Extraction in Images. In Proc of the 2008 International Conference on Pattern Recognition (ICPR), 2008, 1-4.
Fang Liu, Shaohua Zhu, Yuxiao Fu, Fan Fan, Tianjiang Wang and Songfeng Lu. Image Analysis of the Relationship between Changes of Cornea and Postmortem Interval. In Proc of the 10th Pacific Rim International Conference on Artificial Intelligence (PRICAI), 2008, 998-1003.
Tianjiang Wang, Liyu Gong and Fang Liu. Detecing Human in Still Images by Learning Multi-scale Mid-level Features, In Proc of the 3rd International Conference on Innovative Computing, Information and Control (ICICIC), 2008, 361-361.
X. Li, T. Wang, F. Liu. Video Moving Object Segmentation Based on Gaussian Mixture Model. Computer Science. Vol.36 No.1 2009, pp. 205-207 (in Chinese)
Fang Liu, Su Hu, Ruixuan Li, Zhengdin Lu. T-OntoRBAC: A RSWP-Based Semantic Web Application System. Computer Science. 2006, 33(10A):51-53
Fang Liu, Fei He. An Online Clustering Tree based Data Cleansing Algorithm. Journal of Huazhong University of Science and Technology. 2005,33(3):46-48 (in Chinese)
Fang Liu, Zhengdin Lu, Songfeng Lu. Mining association rules using clustering. Intelligent Data Analysis. 2001.5(4):309-326
Fang Liu, Heping Hu, Songfeng Lu. Pattern discovery from semi-structured hierarchical data.Journal of Chinese Computer Systems.2001.1, 22(1):84-88 (in Chinese)
Zhengdin Lu, Fang Liu. Text Mining based Intelligent Web Service. Journal of Chinese Computer Systems. 2001,22(6):703-705 (in Chinese)
Study on automatic recognition for abnormal behavior of moving objects in the aviation scene
Game (in class project) – dark rising
Text Segmentation for Scanned Prescription Image
Research on Lie Group based Gaussian Distribution Features for Image
Estimation of the Time of Death for Rabbits according to the Cornea Images
Study on Emotional Recognition from Human Motion in Monocular Videos
Study on the Key Techniques in Semantic based Image Searching
Hydrological Data Analysis System for Changjiang Water Resources Commission
Decision Support System for State Administration of Foreign Exchange
Management Information System for China Gezhouba Group Company
Artificial Intelligence for both undergraduate and graduate students
Pattern Recognition & Machine Learning
Algorithm Design and Implementation