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Research Supervision

Post Doctoral Fellows

2004-06 L. Lorigo
PhD. MIT
Arabic Handwriting Recognition,
Funded by the Directorate of Central Intelligence



2006-07 S. Tulyakov
PhD, UB
Fusion of Classifiers

PhD Students Graduated (31)

C. Ramiah Accents in handwriting: A novel perspective for handwriting analysis 2014 (expected)
A. Shivram Dynamic hierarchical relational models for handwriting recognition on mobile devices 2014 (expected)
U. Porwal A semi-supervised framework for handwriting analysis. 2014
eBay, CA
M. Malgireddy Language motivated approaches for human action recognition and spotting. 2013
Amazon, WA
X. Cheng A novel multi-sample fusion methodology for improving biometric verification. 2012
Lightpoint, CA
S. Wshah
Word Spotting in Multilingual Documents 2012.
Xerox, NY
D. You A Markov Random Field Framework for Recognizing Annotations Overlaid on Biomedical Images. 2011. NIH, MD
R. N. Rodriguez Transfer Learning for Probability Distributions. 2011. Universidade Federal do Rio Grande, Brazil
X. Peng Probablistic Framework for Document Preprocessing. 2010. BBN Technologies, MA
A. Bhardwaj Statistical Techniques for Efficient Indexing and Retrieval of Document Images 2010. Abstract eBay, California
A. O. Thomas Enhancing Cyber Security through the use of Synthetic Handwritten CAPTCHAs. 2010. Yahoo! Research, CA
I. Nwogu Statistical Modeling and Inferencing Techniques for Medical Image Segmentation. 2009. University of Buffalo, NY
J. Li Integrating Minutiae Based Fingerprint Matching with Local Correlation Methods. 2009. University of Memphis, TN
Z. Zhang Integrating Facial Expressions and Skin Texture in Face Recognition. 2008. Thesis IBM, NY
H. Cao Enhancement and Retrieval of Low Quality Handwritten Documents. 2008. BBN Technologies, MA
R. V. Yampoliskiy Behavioral Biometrics in Online Gaming Scenarios. 2008. Thesis University of Louisville, KY
F. Farooq Use of Language Models and Automatic Topic Categorization for Indexing and Retrieval of Handwritten Document Images. 2008. Thesis Siemens Medical Solutions, PA
P. Mansukhani Efficient Fingerprint Identification using a Minutiae Tree. 2008. Thesis Amazon Inc., WA
A. Rusu Exploiting the Gap between Human and Machine Abilities in Handwriting Recognition for Web Security. 2007. Thesis Fairfield University, Fairfield, CT
C. Wu A Framework for Fingerprint Enhancement and Feature Detection. 2007. Thesis Brandeis University, MA
S. Kompalli A Stochastic Framework for Font-Independent Devanagari OCR. 2007. Thesis Wayne State University, MI
R. Milewski Automatic Search Engines for Handwritten Medical Forms. 2006. Thesis Become Japan Inc.
S. Tulyakov A Complexity Framework for Combining Classifiers in Verification and Identification Systems. 2006. Thesis University at Buffalo, NY
T. Jea Minutiae-Based Partial Fingerprint Recognition. 2005. Thesis IBM T.J. Watson Research Center
H. Lei Sequential Pattern Classification Without Explicit Feature Extraction. 2005. Thesis University of North Texas, Brownsville, TX
A. Teredesai Use of Genetic Programming for Advanced Pattern Recognition. 2003. University of Washington, Tacoma, WA
H. Xue Stochastic Models for Handwritten Word Recognition. 2002. Thesis IBM, Poughkeepsie, NY
I. Krassimir Organizing Multiple Experts for Efficient Pattern Recognition. 2001. Thesis Fair Isaac Inc.
*J. Park Hierarchical Character Recognition and its Use in Handwritten Phrase Recognition. 2000. Chung-Ang University, S. Korea
*S. Madhvanath The Holistic Paradigm in Handwritten Word Recognition and its Applications to Large and Dynamic Lexicon Scenarios. 1997. HP Research Labs, India
*G. Kim Handwritten Word Recognition for Real-time Applications. 1996. Thesis Sogang University, S. Korea

* - Co-Advisor

Masters Students Graduated

O. Mukhtar Language Modeling. 2009. Amazon, Seattle, WA
B. Purkayastha Gesture Recognition. 2009. Hughes Systems, MD
D. Jose Transcript Mapping. 2008. Microsoft, Seattle, WA
K. Sridharan Semantic Face Recognition. 2006. TTI, Chicago
S. Nayak Devanagri OCR. 2006. Morgan Stanley, NY
A. Mhatre Hand Geometry Biometrics. 2005. Amazon, WA
S. Chikkerur Online Fingerprint Verification. 2005. MIT, MA
S. Manocha Security of Biometric Systems. 2004. Patni Computers, India
V. Chavan Biometrics and Barcode Representation. 2004. Yahoo, CA
S. Palla Multimodal Biometrics. 2004. Amazon, WA
D. Bartnik Video Surveillance. 2000. Ultra Scan
G. Pal Music Index on the Web. 2000.

F. Zhou Comparing Thinning Algorithms. 2000.

Current Students

1. Utkarsh Porwal
2. Gaurav Kumar
3. Arti Shivram
4. Chetan Ramiah
5. Shounak Gore
6. Yingbo Zhou
7. Devansh Arpit
8. Rathin Radhakrishnan
9. Rohit Pandey
10. Neeti Porwal