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Jianying HuResearch Staff Member
Research Lab: Watson Research Center (Yorktown)
Research Interests
My main research interests involve pattern recognition and signal processing, with a wide range of applications:
Business Analytics
Portfolio analysis, services engagement modeling, demand forecasting and workforce management.
Publications
Web Document Analysis and Mining
Web content and structure mining, content extraction, page re-targeting,
mobile access.
Publications
Image/Video Analysis and Retrieval
Design of
distance metrics that match human perceptions for color and texture based
image matching. Video scene classification, topic tracking and summarization.
Publications
Online Handwriting Recognition, Signature Verification, Pen Computing
Various aspects of
the handwriting recognition problem, including model and system design using the HMM framework, decoding algorithms, feature extraction,
preprocessing, and language modeling using probabilistic automata. Character recognition for handheld devices. Dynamic signature verification.
Publications
Document Understanding
Document structure
analysis, particularly using layout information and linguistic knowledge, for
applications such as multimedia messaging, information retrieval, web document
analysis, and mobile Internet access.
Publications
Professional Activities
Associate Editor, IEEE
Transactions on Pattern Recognition and Machine Intelligence (2006 --)
Associate Editor, IEEE
Transactions on Image Processing (2001 -- 2005)
Technical Committee Chair, International Association for Pattern Recognition TC11 (Reading Systems) (2004 --)
Technical Committee Member, IEEE Signical Processing Society Image and MultiDimensional Signal Processing Technical Committee (2004 --)
Book Co-Editor, Web
Document Analysis: Challenges and Opportunities, World Scientific, October
2003.
Guest Editor, International
Journal on Document Analysis and Recognition Special Issue on Document
Analysis Systems, 2004.
Co-Chair: SPIE
DR&R XI, WDA2003, SPIE
DR&R X, DAS2002, WDA2001
Program Chair:ICFHR 2008
Program Committee: SPIE DR&R XV (2008) , ICDAR2007, ICIP 2007, SPIE DR&R XIV (2007) , ICPR2006, ICASSP2006, ICIP2006, ICDAR2005, SPIE DR&R XII, DocEng2004, DAS2004, ICIP2004, GREC2003, DocEng2003, ICDAR2003, DLIA2001, GREC2001, DLIA1999
Bibliography Publications
Patents
Short Bio I studied electrical engineering at Tsinghua University in Beijing, China, and came to the United States in 1988 for graduate study at SUNY Stony Brook . I received my Master's
degree in 1991 and Ph.D. in 1993, both in Computer Science. My Ph.D. advisor was
Prof. Theo Pavlidis. During my graduate study I worked on conic
splines , road
tracking in aerial images , and shape
based curvilinear object indexing and retrieval. I was at Bell Labs from 1993 to 2000, and Avaya Labs from 2000 to 2003. I joined IBM T.J. Watson Research Center in June 2003, initially working on pen based technologies. My current work focuses on statistical analysis for services engagement modeling and workforce management.
I am a senior member of IEEE, and a member of ACM.
Last updated 25 Jul 2007
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