- J. Hu and A. Mojsilovic
"High Utility Pattern Mining: A Method for Discovery of High Utility Item Sets",
Pattern Recognition, to appear 2007.
- J. Hu, B.K. Ray and M. Singh
"Statistical Methods for Automated Generation of Services Engagement Staffing Plans",
IBM Journal of Research and Development, June 2007.
- K. Balaji, R. DeSouza, M. Goh, B.T. Eck, J. Hu and B.K. Ray,
"A Resource Planning Model for Professional Services Organizations",
IEEE Conference on Automation Science and Engineering (IEEE CASE2006), Shanghai, China, October 2006.
- J. Hu, B. Ray and L. Han,
"In Interweaved HMM/DTW Approach to Robust Time Series Clustering",
ICPR2006,
Hong Kong, August 2006.
- J. Hu and A. Mojsilovic,
"Offering Pattern Mining Using High Yield Partition Trees",
ICASSP2006,
Toulouse, France, May 2006.
Web Document Analysis
- A. Antonacopoulos and J. Hu
"Web Document Analysis", in B.B. Chaudhrui (edt)
Digital Document Processing, Springer Verlag,
2006.
- J. Hu and A. Bagga,
"Functional Categorization of Images in Web Documents",
IEEE Multimedia Special Issue on Content Repurposing ,
January-March, 2004.
- A. Antonacopoulos and J. Hu (co-edit),
Web Document Analysis: Challenges and Oppurtunities,
World Scientific, Series on Machine Perception and Artificial
Intellilgence Vol. 55, 2003.
- Y. Wang and J. Hu,
"Automatic Table Detection in HTML Documents",
Web Document Analysis: Challenges and Oppurtunities,
Edited by A. Antonacopoulos and J. Hu, World Scientific,
2003.
- J. Hu and A. Bagga,
"Indentifying Story and Preview Images in News Web Pages",
International Conference on Document Analysis and Recognition (ICDAR'03) ,
Edinburgh, Scotland, August 2003.
- J. Hu and A. Bagga,
"Functionality-Based Web Image Categorization",
WWW2003 (Poster) ,
Budapest, Hungary, May 2003.
- J. Hu and A. Bagga,
"Categorizing Images in Web Documents",
SPIE Document Recognition and Retrieval (DR&R X), Santa Clara,
January 2003.
- Y. Wang and J. Hu,
"A Machine learning based approach for Table Detection on The Web",
The Eleventh International World Wide Web Conference (WWW2002),
Honolulu, Hawaii, USA, May 2002
- Y. Wang and J. Hu,
"Detecting Tables in HTML Documents"
The 5th IAPR International Workshop on Document Analysis (DAS'02),
Princeton, USA, August 2002
- G. Penn, J. Hu, H. Luo and R. McDonald,
"Flexible Web Document Analysis for Delivery to Narrow-Bandwidth Devices",
International Conference on Document Analysis and Recognition (ICDAR'01)
Seattle, US, September 2001.
Online Handwriting Recognition, Signature Verification, Pen Computing
- G.F. Russell, J. Hu and A. Biem,
"Dynamic Signature Verification Using Discriminative Training",
ICDAR2005,
Seoul, Korea, August 2005.
- J. Hu and Eugene Ratzlaff
"Probability Table Compression Using Distributional Clustering for
Scanning N-Tuple Classifiers",
17th International Conference on Pattern Recognition (ICPR2004),
Cambridge, UK, August 2004.
- T.G. Zimmerman, G.F. Russell, A. Heilper, B.A. Smith, J. Hu,
D. Markman, J.E. Graham, C. Drews
"Retail Applications of Signature Verification",,
SPIE Defense and Security Symposium, Biometric
Technology for Human Identificatoin,
Orlando, Florida, April 2004.
- J. Hu, S. G. Lim and M. K. Brown,
"Writer independent on-line handwriting recognition using an HMM approach"
Pattern Recognition, January 2000.
- S. Narayanaswamy, J. Hu and R. Kashi,
"User interface for a PCS smart phone"
,
IEEE International Conference on Multimedia Computing and Systems
(ICMCS/99), Florence, Italy, June 1999.
- Shankar Narayanaswamy, Jianying Hu, Ramanuja Kashi,
"Combining data and voice communications on digital
wireless networks",
IEEE 1998 Global Telecommunications Conference,
Sydney, Australia, November 1998.
- Shankar Narayanaswamy, Jianying Hu, Ramanuja Kashi,
"Using data on digital cellular and PCS voice networks",
Bell Labs Technical Journal, Vol. 3, No. 2, 1998.
- Ramanuja Kashi, Jianying Hu, William Turin and Win Nelson,
"A hidden Markov model approach to on-line handwritten signature
verification",
International Journal on Document Analysis and
Recognition, Vol.1, No. 2, 1998.
- Jianying Hu, Sok Gek Lim and Michael K. Brown,
"HMM based writer independent on-line handwritten
character and word recognition",
The 6th International Workshop on Frontiers in Handwriting
Recognition, KAIST Campus, Taejon city, Korea, August 1998.
- Jianying Hu, Amy S. Rosenthal and Michael K. Brown,
"Combining high-level features with sequential local features
for on-line handwriting recognition", in 1997 International
Conference on Image Analysis and Processing, Florence,
Italy, September 1997.
- Ramanuja Kashi, Jianying Hu, William Turin and Win Nelson,
"On-line handwriting signature verification using hidden Markov models",
1997 International Conference on Document Analysis and Recognition,
Ulm, Germany, August 1997.
- Amy S. Rosenthal, Jianying Hu and Michael K. Brown,
"Size and orientation normalization of on-line handwriting using Hough transform",
ICASSP'97, Munich, Germany, April 1997.
- Jianying Hu, William. Turin and Michael K. Brown,
"Language modeling using stochastic automata with variable length contexts",
in Computer Speech and Language, vol. 11, no. 1, January 1997.
- Jianying Hu, Michael K. Brown, and William. Turin,
"HMM based on-line handwriting recognition",
IEEE Transactions PAMI, vol. 18, no. 10, October, 1996.
- Jianying Hu, William. Turin and Michael K. Brown.
"Language modeling with stochastic automata",
1996 International Conference on Speech and Language Processing,
Philadelphia, October 1996.
- Jianying Hu and Michael K. Brown,
"On-line handwriting recognition with constrained N-best decoding",
The 13th International Conference on Pattern Recognition ,
Vienna, Austria, August 1996.
- Jianying Hu, Michael K. Brown and William Turin,
"Use of segmental features in HMM based handwriting recognition",
1995 IEEE International Conference on Systems, Man and Cybernetics,
Vancouver, Canada, October 1995.
- Jianying Hu, Michael K. Brown and William Turin,
"Invariant features for on-line handwriting recognition",
The 8th International Conference on Image Analysis and Processing,
Sanremo,Italy, September 1995.
- Jianying Hu, Michael K. Brown and William Turin,
"Handwriting recognition with hidden Markov models and grammatical constraints",
Fourth International Workshop on Frontiers of Handwriting
Recognition, Taipei, Taiwan, December 1994.
Image/Video Analysis And Retrieval
- A. Bagga, J. Hu, J. Zhong and G. Ramesh
"Multi-source Combined-Media Video Tracking for Summarization"
The 18th International Conference on Pattern Recognition (ICPR'02)
Quebec City, Canada, August 2002
- J. Hu and E. Hadjidemetriou,
"Spatial Color Component Matching of Images",
The 18th International Conference in Pattern Recognition (ICPR'02)
Quebec City, Canada, August 2002
- A. Mojsilovic, J. Hu and E. Soljanin
"Extraction of Perceptually Important Colors and Similarity
Measurement for Image Matching, Retrieval and Analysis",
IEEE Trans. on Image Processing, November 2002.
- L. J. Latecki, D. de Wildt and J. Hu,
"Extraction of Key Frames From Videos by Optimal Color Composition
Matching and Polygon Simplification" ,
IEEE 2001 Workshop on Multimedia Signal Processing (MMSP'2000),
Cannes, France, October 2001.
- J. Hu, J. Zhong and A. Bagga
"Combined-Media Video Tracking for Summarization" ,
Nineth ACM Multimedia Conference ,
Ottawa, Canada, October 2001.
- J. Hu, A. Mojsilovic,
"Optimal Color Composition Matching of Images",
15th International Conference on Pattern Recognition (ICPR'2000),
Barcelona, Spain, September 2000.
- A. Mojsilovic, J. Hu,
"Extraction of Perceptually Important Colors and Similarity Measurement for Image
Matching",
2000 International Conference on Image Processing (ICIP'2000),
Vancouver, Canada, September 2000.
- A. Mojsilovic, J. Hu,
"A Method for Color Content Matching of Images",
IEEE International Conference on Multimedia and Expo,
ICME2000,
New York, July 2000.
- A. Mojsilovic, J. Kovacevic, J. Hu, R. J. Safranek and K. Ganapathy,
"Matching and retrieval based on the vocabulary and grammar of color
patterns",
IEEE Trans. on Image Processing, Special Issue on Image and Video
Processing for Digital Libraries, December 1999.
- A. Mojsilovic, J. Hu, R. J. Safranek,
"Perceptually based color texture features and metrics for image
retrieval",
IEEE International Conference on Image Processing, ICIP'99 ,
Kobe, Japan, October 1999.
- A. Mojsilovic, J. Kovacevic, J. Hu, R. J. Safranek and K. Ganapathy,
"Matching and retrieval based on the vocabulary and grammar of color
patterns",
IEEE International Conference on Multimedia Computing and
Systems (ICMCS'99) , Florence, Italy, June 1999.
- A. Mojsilovic, J. Kovacevic, J. Hu, R. J. Safranek and K. Ganapathy,
"Retrieval of color patterns based on perceptual dimensions of texture
and human similarity rules",
Proc.1999 SPIE Human Vision and Electronic Imaging, vol. 3644,
San Jose, January 1999.
Document Understanding
- J. Hu, R. Kashi, D. Lopresti and G. Wilfong,
"Evaluating the performance of table processing algorithms"
International Journal on Document Analysis and Recognition,
Vol. 4, No. 3, March 2002.
- J. Hu, R. Kashi, D. Lopresti and G. Wilfong,
"Why Table Ground-Truthing is Hard",
International Conference on Document Analysis and Recognition (ICDAR'01)
Seattle, US, September 2001.
- J. Hu, R. Kashi, D. Lopresti and G. Wilfong,
"Experiments in Table Recognition",
Second International Workshop on Layout Analysis and Applications (DLIA'01)
Seattle, US, September 2001.
- J. Hu, R. Kashi, D. Lopresti and G. Wilfong,
"Table Structure Recognition and Its Evaluation",
SPIE Document Recognition and Retrieval VIII
San Jose, California, January 2001.
- J. Hu, R. Kashi, D. Lopresti and G. Wilfong
"A System for Understanding and Reformulating Tables" ,
Fourth ICPR Workshop on Document Analysis Systems (DAS'2000),
Rio De Janeiro, Barazil, December 2000.
- J. Hu, R. Kashi and G. Wilfong,
"Comparison and classification of documents based on
layout similarity",
Information Retrieval,
Vol. 2, No. 2/3, May 2000.
- J. Hu, R. Kashi, D. Lopresti and G. Wilgong
"Medium-independent table detection"
,
SPIE Document Recognition and Retrieval VII ,
San Jose, California, January 2000.
- J. Hu, R. Kashi and G. Wilfong,
"Document classification using layout analysis",
International workshop on document analysis and
understanding for document databases (DAUDD'99),
Florence, Italy, September 1999.
- H. Chen, J. Hu and R. Sproat,
"Integrating geometrical and linguistic analysis for e-mail signature parsing",
ACM Transactions on Information Systems , October 1999.
- J. Hu, R. Kashi, D. Lopresti and G. Wilgong
"Table detection across multiple media"
,
International Workshop on Document Layout Interpretation and Its
Applications (DLIA'99) ,
Bangalore, India, September 1999.
- J. Hu, R. Kashi and G. Wilfong,
"Document image layout comparison and classification"
,
International Conference on Document Analysis and Recognition (ICDAR'99),
Bangalore, India, September 1999.
- R. Sproat, J. Hu and H. Chen
"EMU: an e-mail preprocessor for text-to-speech",
IEEE 1998 Workshop on Multimedia Signal Processing,
Los Angeles, California, December 1998.
- Hao Chen, Jianying Hu and Richard Sproat,
"E-mail signature block analysis",
14th International Conference on Pattern
Recognition, Brisbane, Australia, August 1998.
- Jianying Hu and M. Y. Jaisimha,
"Document databases",
Document Analysis Systems II, J. J. Hull and S. L. Taylor edt.,World Scientific
Publishing Co., 1998.
- Henry Baird, Jianying Hu and Ramanuja Kashi,
"Next generation multimedia
messaging", IEEE 1997 Workshop on Multimedia Signal Processing ,
Princeton, NJ, June 1997.
Curvilinear Object Retrieval
- Jianying Hu and Theo Pavlidis
"A hierarchical approach to efficient curvilinear object searching"
Computer Vision and Image Understanding, vol. 62,
no. 2, January 1996.
- Jianying Hu and Theo Pavlidis, "Hierarchical curve retrieval with
application to aerial image alignment and cursive handwriting
recognition", Second Annual Symposium on Document Analysis and
Information Retrieval, Las Vegas, NV, April 1993.
Image Analysis
- Bill Sakoda, Jianying Hu and Theo Pavlidis, "Computer assisted
tracing of faint roads in satellite images", 1993 ACSM/ASPRS
Annual Convention, New Orleans, LA, February 1993.
- Jianying Hu, Bill Sakoda and Theo Pavlidis, "Interactive road finding
for aerial images", First IEEE workshop on Applications of Computer
Vision , Palm Springs, CA, November 1992.
Computer Graphics
- Jianying Hu and Theo Pavlidis, "Function plotting using conic
splines", IEEE Computer Graphics and Applications, Vol. 11,
January 1991.
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