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Publications

Selected Papers:

1. V. Govindaraju, Locating human faces in photographs, The International Journal of Computer Vision, Kluwer Academic Publishers, 19(2): 129-146 (1996)

2. G. Kim, V. Govindaraju, “A lexicon driven approach to handwritten word recognition for real-time applications”,  IEEE Transactions Pattern Analysis and Machine Intelligence, IEEE Computer Society Press, 19(4): 366-379 (1997)

3. S. Madhvanath, E. Kleinberg*, and V. Govindaraju, “Holistic verification of handwritten phrases“, IEEE Transactions Pattern Analysis and Machine Intelligence, IEEE Computer Society Press, 21(12): 1344-1356 (1999)

4. V. Govindaraju, K.G. Ianakiev, “Potential improvement of classifier accuracy by using fuzzy measures”, IEEE Transactions Fuzzy Systems, IEEE Computational Intelligence Society Press,  8(6): 679-690 (2000)

5. S. Madhvanath, V. Govindaraju, “The role of holistic paradigms in handwritten word recognition”, IEEE Transactions Pattern Analysis and Machine Intelligence, IEEE Computer Society Press,  23(2): 149-164 (2001)

6. H. Xue, V. Govindaraju,  “On the dependence of handwritten word recognizers on lexicons”, IEEE Transactions Pattern Analysis and Machine Intelligence, IEEE Computer Society Press,  24(12): 1553-1564 (2002)

7. V. Govindaraju, P. Slavik*, and H. Xue, “Lexicon density as a measure for performance evaluation of handwritten recognizers”, IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Computer Society Press, 24(6): 789-800 (2002)

8. H. Xue, V. Govindaraju, “Hidden Markov models combining discrete symbols and continuous attributes in handwriting recognition”, IEEE Transactions Pattern Analysis and Machine Intelligence, IEEE Computer Society Press, 28(3): 458-462 (2006)

9. S. Tulyakov, V. Govindaraju, “Use of identification trial statistics for the combination of biometric matchers", IEEE Transactions on Information Forensics and Security, IEEE Signal Processing Society Press, 3(4): 719-733 (2008)

10. H. Cao, A. Bhardwaj, V. Govindaraju, “A probabilistic method for keyword retrieval in handwritten document images”, Pattern Recognition Journal, Elsevier Press, 42(12): 3374-3382 (2009)

11. S. Kompalli, S. Setlur, and V. Govindaraju, “Devanagari OCR using a recognition driven segmentation framework and stochastic language models”, International Journal of Document Analysis and Recognition, Springer Press, 11(2): 203-218 (2009)

12. H. Cao, V. Govindaraju, “Preprocessing of low quality handwritten documents using Markov random fields”, IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Computer Society Press, 31(7): 1184-1194 (2009)

13. S. Tulyakov, C. Wu, and V. Govindaraju, “On the difference between optimal combination functions for verification and identification systems”, International Journal Pattern Recognition and Artificial Intelligence, World Scientific Press, 24(2):  173-191 (2010)

14. Y. Zhou, I. Nwogu, and V. Govindaraju, “Labeling Spain with Stanford”, IEEE Transactions on Image Processing, IEEE Signal Processing Society Press, 22(12): 5362-5371 (2013)

15. M. Malgireddy, I. Nwogu, and V. Govindaraju, “Language motivated approach to action recognition”, Journal of Machine Learning Research, MIT Press, 14:2189−2212 (2013)

 

*All co-authors except those marked with an * are Govindaraju's former doctoral students.