Recent Publications

For biometrics related publications, visit the Biometrics page

For data clustering related publications, visit the Data Clustering page

Books

• A. Ross, K. Nandakumar and A. K. Jain, Handbook of Multibiometrics, Springer, 2006.
• S. Z. Li and A. K. Jain (eds.), Handbook of Face Recognition, Springer, 2005
• J. L. Wayman, A. Jain, D. Maltoni and D. Maio (eds.), Biometric Systems: Technology, Design and Performance Evaluation, Springer, 2005
• D. Maltoni, D. Maio, Anil K. Jain and S. Prabhakar, Handbook of Fingerprint Recognition, Springer, 2003.
• Anil K. Jain and Richard C. Dubes, Algorithms for Clustering Data, Prentice Hall, 1988. Downloadable copy (Pdf).
• Linda Shapiro and George Stockman, Computer Vision, Prentice Hall, 2001.
• A. K. Jain, R. Bolle and S. Pankanti, BIOMETRICS: Personal Identification in Networked society, Kluwer Publishers, 2000.

Papers

• M. Farmer and A.K. Jain, “Wrapper-Based Approach to Image Segmentation And Classification”, to appear in IEEE Trans. Image Processing, 2005.
• M. Farmer and A.K. Jain, “Smart Automotive Airbags: Occupant Classification and Tracking”, to appear in IEEE Trans. Vehicular Technology, 2005.
• M. E. Farmer, S. B. Farmer and A.K. Jain, “Non-parametric Feature Selection for Image-based Airbag Suppression”, to appear in Proc. Applied Statistics Conf., Slovenia, Sept. 18-21, 2005.
• M. E. Farmer and A.K. Jain, “A Wrapper-based Approach to Image Segmentation and Classification”, Proc. ICPR 2004, vol. II, pp. 106-109, Cambridge, UK, Aug. 2004.
• M. E. Farmer, S. Bapna and A.K. Jain, “Large Scale Feature Selection Using Modified Random Mutation Hill Climbing”, Proc. ICPR 2004, vol. II, pp. 287-290, Cambridge, UK, Aug. 2004.
• A. M. Namboodiri and A.K. Jain, “Retrieval of On-line Hand-Drawn Sketches”, Proc. ICPR 2004, vol. II, pp. 642-645, Cambridge, UK, Aug. 2004.
• K. Jung, K. I. Kim and A. K. Jain, "Text Information Extraction in Images and Video: A Survey", Pattern Recognition, Volume 37, Issue 5, May 2004, pp. 977-997.
• A. M. Namboodiri and A.K. Jain, “Watermarking Document Images for Authentication Using On-line Signature”, Proc. SPIE-EI 2004, pp. 653-662, San Jose, CA, Jan. 18-22, 2004.
• A. K. Jain and A. Namboodiri, "Indexing and Retrieval of On-line Handwritten Documents", Proc. Seventh International Conference on Document Analysis and Recognition, vol. II, pp. 655- 659, Edinburgh, Scotland, August 2003.
• X. Lu, Y. Wang and A. K. Jain, "Combining Classifiers for Face Recognition", Proc. ICME 2003, IEEE International Conference on Multimedia & Expo, vol. III, pp. 13-16, Baltimore, MD, July 6-9, 2003.
• U. Uludag and A. K. Jain, "Multimedia Content Protection via Biometrics-based Encryption", Proc. ICME 2003, IEEE International Conference on Multimedia & Expo, vol. III, pp. 237-240, Baltimore, MD, July 6-9, 2003.
• A. L. N. Fred and A. K. Jain, "Robust Data Clustering", Proc. CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Madison, Wisconsin, June 16-22, 2003.
• M. E. Farmer and A. K. Jain, "Occupant Classification System for Automotive Airbag Suppression", Proc. CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition , Madison, Wisconsin, June 16-22, 2003.
• S. D. Connell and A. K. Jain, "Writer Adaptation for Online Handwriting Recognition", IEEE Transactions on PAMI, March 2002, pp. 329-346.
• G.D. Guo, A. K. Jain, W. Y, Ma and H. J. Zhang, "Learning Similarity Measure for Natural Image Retrieval with Relevance Feedback", IEEE Transactions on Neural Networks, Vol 13, No. 4, July 2002, pp. 811-820.
• A. K. Jain, U. Uludag and R.-L. Hsu, "Hiding a Face in a Fingerprint Image", Proc. of ICPR, Quebec City, Canada, Aug., 2002.
• Ana L.N. Fred and Anil K. Jain, "Evidence Accumulation Clustering based on the K-means algorithgm", Proc. Structural and Syntactic Pattern Recognition (SSPR), Windsor, Canada, August 2002.
• Ana L.N. Fred and Anil K. Jain, "Data Clustering Using Evidence Accumulation", Proc. International Conference on Pattern Recognition (ICPR), Quebec City, August 2002.
• Mario Figueiredo and Anil Jain, " Unsupervised Learning of Finite Mixture Models", IEEE Transactions on PAMI, Vol. 24, No. 3, 2002.
• A. Vailaya, H.-J. Zhang, C.-J. Yang, F.-I. Liu, and A. K. Jain, "Automatic Image Orientation Detection" , IEEE Transactions on Image Processing, Vol. 11, No. 7, 2002, pp. 746-755.
• Mario Figueiredo and A.K. Jain, Bayesian Learning of Sparse Classifiers, Proc. of CVPR 2001.
• J. Liu, F.B. Dazzo, O. Glagoleva, B. Yu and A.K. Jain, CMEIAS: A computer-aided system for the image analysis of bacterial morphotypes in microbial communities, Microbial Ecology, Vol. 41, No. 3, 2001, pp. 173-194.
• A. K. Jain, R. P. W. Duin and J. Mao, Statistical Pattern Recognition: A Review, IEEE Transactions on Pattern Analysis and Machine Intelligence. (Invited paper). Vol.22, No.1, 2000. pp.4-37.
• M. Figueiredo, J. Zerubia, A.K. Jain (Eds.), Energy Minimization Methods in Computer Vision and Pattern Recognition, (EMMCVPR 2001), Sophia Antipolis, France, Springer-Verlag, 2001.
• B. Kamgar-Parsi, B. Kamgar-Parsi, A.K. Jain and J.E. Dayhoff, "Aircraft Detection: A Case Study in Using Human Similarity Measure", IEEE Transactions on PAMI, 2001
• A. K. Jain, M.N. Murthy and P.J. Flynn, Data Clustering: A Review, ACM Computing Reviews, Nov 1999.
• M.P. Dubuisson and A.K. Jain, A Modified Hausdorff Distance for Object Matching, Proc. International Conference on Pattern Recognition, Jerusalem, Israel, 1994, pp. 566-568.

PhD Theses

• Anoop Namboodiri, On-line Handwritten Document Understanding, 2004.
• Michael Farmer, Segmentation, Classification, and Tracking of Humans for Smart Airbag Applications, 2004.
• Arun Ross, Information Fusion in Fingerprint Authentication, 2003.
• Rein-Lien (Vincent) Hsu, Face Detection and Modeling for Recognition, 2002.
• Salil Prabhakar, Fingerprint Classification and Matching Using a Filterbank, 2001.
• Aditya Vailaya, Semantic Classification in Image Databases, 2000
• Nicolae Duta, Learning-Based Detection, Segmentation and Matching of Objects, 2000
• Scott Connell, Online Handwriting Recognition Using Multiple Pattern Class Models, 2000