For biometrics related publications, visit the Biometrics page
For data clustering related publications, visit the Data Clustering page
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,
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
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.
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
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
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.
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.
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