Dianting Liu, Ph.D.
Office: +1 (703) 995-9887
Mobile: +1 (256) 604-8107
1765 Greensboro Station Place, Suite 900
McLean, VA 22102
Ph.D., University of Miami, Electrical and Computer Engineering
Ph.D., Dalian University of Technology, Mechanical Design and Theory
B.E., Dalian University of Technology, Mechanical Design & Manufacturing and Its Automation
Dr. Dianting Liu’s practice focuses on drafting and prosecuting patent applications for clients in the areas of electrical and computer engineering. Dianting’s unique and expansive background of expertise and experience has enabled her to contribute significantly to the fields of image and video processing, machine learning, data mining, multimedia information retrieval, face recognition, and object and motion detection.
Prior to joining Bayes, Dianting has nearly 18 years of engineering experience, gained through both professional and academic research experience. She holds two Ph.D. degrees, a rare accomplishment that has given her a remarkable depth of knowledge, and has worked at several prominent software development companies, agencies, and an insurance company. Dianting has an extensive documented record of authorship in her field of endeavor. Her work has resulted in 20+ peer-reviewed journal articles and 10+ conference papers.
Dianting has also participated in a variety of vital national projects. She has contributed her expertise to a Centralized Database and Visualization System for Hurricane Observation, a project funded by the National Oceanic and Atmospheric Administration (NOAA), to the Text Retrieval Conference (TREC) Video Evaluation project, sponsored by the National Institute of Standards and Technology (NIST), and to the Multiple Biometric Grand Challenge, also sponsored by the NIST. Dianting has been integral to the Florida Public Hurricane Loss Model (FPHLM) project, which is a model designed to determine the probability of damage and insured losses following a hurricane, sponsored by the Florida Office of Insurance Regulation.
Dianting has served as Publicity Chair for two IEEE international conferences, as a Co-Chair for three IEEE international workshops, and on the Technical Program Committees of four IEEE international conferences and an Association for Computing Machinery (ACM) international conference. Dianting’s experience also includes a high level of involvement in peer review. Dianting has frequently been invited to review journal manuscripts. Since 2010, she has reviewed 150+ manuscripts for 35+ journals and conferences. These include IEEE ISM, ICSC, and IRI meetings, as well as the International Journal of Imaging Systems and Technology, the International Journal of Advanced Robotic Systems, Advances in Multimedia, Advances in Computer Engineering, and several IEEE journals such as Multimedia, Transactions on Human-Machine Systems, and Transactions on Emerging Topics in Computing.
Patent Office Practice
Chengde Zhang, Dianting Liu, Xiao Wu, Guiru Zhao, Mei-Ling Shyu, and Qiang Peng, "Near-Duplicate Segments Based News Web Video Event Mining," Signal Processing, 120, pp. 26-35, 2016
Anhui Huang, Dianting Liu, "EBglmnet: A Comprehensive R Package for Sparse Generalized Linear Regression Models", Bioinformatics first published online March 15, 2016 doi:10.1093/bioinformatics/btw143
Guoqiang Wang, Nianfeng Shi, Yunxing Shu, Dianting Liu, "Embedded manifold-based kernel Fisher discriminant analysis for face recognition," Neural Processing Letters, 43(1), pp. 1-16, 2016
Dianting Liu, Yilin Yan, Mei-Ling Shyu, Guiru Zhao, and Min Chen, "Spatio-temporal Analysis for Human Action Detection and Recognition in Uncontrolled Environments," International Journal of Multimedia Data Engineering and Management, 6(1), 1-18, January-March 2015
Guiru Zhao, Dianting Liu, Manfeng Cui, and Li Li, "Research on Recognition of Actions Based on GMM Supervector," Modern Computer, vol. 3, pp. 20-22, 2014
Dianting Liu and Mei-Ling Shyu, "Semantic Motion Concept Retrieval in Non-static Background Utilizing Spatial-temporal Visual Information," International Journal of Semantic Computing, 7(1), pp.43-67, 2013
Guoqiang Wang, Yunxing Shu, Dianting Liu, and Yanling Shao, "Fisher Locality Preserving Projections for Face Recognition," Journal of Computational Information Systems, 9(8), pp.2993-3000, 2013
Dianting Liu and Mei-Ling Shyu, "Semantic Retrieval for Videos in Non-Static Background Using Motion Saliency and Global Features," IEEE International Conference on Semantic Computing (ICSC 2013), pp. 294-301, Irvine, California, USA, September 16-18, 2013
Anhui Huang, Dianting Liu, "From Quantitative Trait Locus Mapping to Genomic Selection: The Roadmap towards a Systematic Genetics," OA Genetics, 1(1):4, May 01, 2013
Dianting Liu, Mei-Ling Shyu, and Guiru Zhao, "Spatial-temporal Motion Information Integration for Action Detection and Recognition in Non-static Background," IEEE International Conference on Information Reuse and Integration (IRI 2013), pp. 626-633, San Francisco, California, USA, August 14-16, 2013
Dianting Liu and Mei-Ling Shyu, "Effective Moving Object Detection and Retrieval via Integrating Spatial-Temporal Multimedia Information," IEEE International Symposium on Multimedia (ISM2012), pp.364-371, Irvine, California, USA, December 10-12, 2012
Dianting Liu, Mei-Ling Shyu, Chao Chen, and Shu-Ching Chen, "Within and Between Shot Information Utilization in Video Key Frame Extraction," Journal of Information and Knowledge Management, 10(3), pp.247-259, 2011
Dianting Liu, Mei-Ling Shyu, Qiusha Zhu, and Shu-Ching Chen, "Moving Object Detection under Object Occlusion Situations in Video Sequences," IEEE International Symposium on Multimedia (ISM2011), pp.271-278, Dana Point, California, USA, December 5-7, 2011
Dianting Liu, Shungang Hua, Tieming Su, Zongying Ou, and Jianxin Zhang, "Multi-spectral Face Fusion Recognition Based on Fisher Projection(in Chinese)," Journal of Computer Engineering, 36(8), pp.180-182, 2010
Dianting Liu, Mei-Ling Shyu, Chao Chen, Shu-Ching Chen, "Integration of Global and Local Information in Videos for Key Frame Extraction," Proc. of 11th IEEE International Conference on Information Reuse and Integration, pp.171-176, Las Vegas, USA, August 4-6, 2010
Dianting Liu, Shungang Hua, Zongying Ou, and Jianxin Zhang, "IR and visible-light face recognition using canonical correlation analysis," Journal of Computational Information Systems, 5(1), pp.291-298, 2009
Dianting Liu, Xiaodan Zhou, and Chengwen Wang, "Wavelet-Based Multispectral Face Recognition, " Optoelectronics Letters, 4(5), pp.384-386, 2008
Dianting Liu, Zongying Ou, Guoqiang Wang, Shungang Hua, and Tieming Su, "Face Recognition Using Hierarchical Isomap," Proc. of Fifth IEEE Workshop on Automatic Identification Advanced Technologies, pp.103-106, Alghero, Italy, June 7-8, 2007