Date: Tue, 14 Jan 1997 23:41:46 GMT Server: Apache/1.1.0 Content-type: text/html Content-length: 14310 Last-modified: Tue, 19 Nov 1996 17:11:17 GMT Publications - Anil K. Jain

RECENT PUBLICATIONS

Books

o 3D Object Recognition Systems (co-editor with P. Flynn), Elsevier, 1993.

o Markov Random Fields: Theory and Application (co-editor with R. Chellappa), Academic Press, 1993.

o Neural Networks and Statistical Pattern Recognition, North-Holland, 1991 (co-editor with I. Sethi).

o Analysis and Interpretation of Range Images, Springer-Verlag, 1990 (co-editor with R. Jain).

o Algorithms For Clustering Data, Prentice-Hall, 1988 (with R. Dubes).

o Real-Time Object Measurement and Classification (editor), Springer-Verlag, 1988.

Book Chapters

o "Image Segmentation Using Clustering", in Advances in Image Understanding, K. Bowyer and N. Ahuja (eds.), IEEE Computer Society Press, pp. 65-83, 1996 (with P. Flynn).

o "Fingerprint Matching on Splash 2" in Splash 2: FPGAS in a Custom Computing Machine, D. Buell, J. Arnold and W. Kleinfolder (eds.) IEEE Computer Society Press, pp. 117-140, 1996 (with N. Ratha and D. Rover).

o "Neural Networks and Pattern Recognition", Computational Intelligence for Imitating Life", J.M. Zurada, R.J. Marks and C.J. Robinson (eds.), IEEE Press, pp. 194-212, 1994 (with J. Mao).

o "Three-Dimensional Object Recognition", in Handbook of Pattern Recognition and Image Processing, T.Y. Young (ed.), Academic Press, 1994, pp. 498-541 (with P. Flynn).

o "Texture Analysis", in Handbook of Pattern Recognition and Computer Vision, C.H. Chen, L.F. Pau and P. Wang (eds.), World Scientific Publishing Co., 1993, pp. 235-276 (with M. Tuceryan).

o "Markov Random Field Applications in Image Analysis", Data Analysis in Astronomy IV, Di Gesu et al. (eds.), Plenum Press, 1992, pp. 39-50 (with S. Nadabar).

o "Bootstrap Techniques in Statistical Pattern Recognition", in Systems and Signal Processing, R.N. Madan et al. (eds.), Oxford and IBH Publishing Co., 1991, pp. 525-534.

o "Small Sample Size Problems in Designing Artificial Neural Networks", in Neural Networks and Statistical Pattern Recognition, I. Sethi and A.K. Jain (eds.), North-Holland, 1991, pp. 33-50 (with S. Raudys).

o "Range Image Segmentation Using MRF Models", in Markov Random Fields: Theory and Applications, R. Chellappa and A.K. Jain (eds.), Academic Press, 1993, pp. 543-572 (with S. Nadabar).

Journal Articles

o "COSMOS: A Representation scheme for 3D Free-Form Objects", to appear in the IEEE Trans PAMI (with C. Dorai).

o "Optimal Registration of Multiple Object Views", to appear in the IEEE Trans. PAMI (with C. Dorai and J. Weng).

o "Shape Spectrum-Based View Grouping and matching of 3D Free-Form Objects", to appear in the IEEE Trans. PAMI (with C. Dorai).

o "On Line Fingerprint Verification", to appear in the IEEE Trans. PAMI (with L. Hong and R. Bolle).

o "Algorithms for Feature Selection", to appear in the IEEE Trans. PAMI (with D. Zongker).

o "lt-Space Representation of Images and Generalized Edge Detector", to appear in the IEEE Trans. PAMI (with M. Gokmen).

o Pre/post-filter for performance improvement of transform coding", Signal Processing: Image Communication, 8, pp. 229-239, 1996 (with C.J. Kuo and J. Deller).

o "Mobile Robot Localization in Indoor Environment", to appear in Pattern Recognition, 1996 (with H. Dulimarta).

o "Object Detection Using Gabor Filters", to appear in Pattern Recognition, 1996 (with N. Ratha and S. Lakshmanan).

o "Practicing Vision: Integration, Evaluation and Applications", to appear in Pattern Recognition, 1996 (with C. Dorai).

o "Texture Fusion and Feature Selection", to appear in the IEEE Trans. Geoscience and Remote Sensing (with A. Schistad Solberg).

o "A Generic System for Form Dropout", to appear in the IEEE Trans. PAMI, 1996 (with B. Yu).

o "A Real-time Matching System for Large Fingerprint Databases", IEEE Trans. PAMI, Vol. 18, 8, pp. 799-813, 1996 (with N. Ratha, S. Chen, K. Karu).

o "On Retrieving Textured Images from an Image Database", Pattern Recognition, Vol. 29, No. 9, pp. 1461-1484, Sept. 1996 (with G. Gimel'farb).

o "Is there Texture in the Image?", Pattern Recognition, Vol. 29, No. 9, pp. 1437-1446, Sept. 1996 (with K. Karu and R. Bolle).

o "Neural Networks: A Tutorial", IEEE Computer, Vol. 29, 3, pp. 31-44, March 1996 (with J. Mao and M. Mohiuddin).

o "A Robust and Fast Skew Detection Algorithm for Generic Documents", Pattern Recognition, Vol. 29, No. 10, pp. 1599-1630, Oct. 1996 (with B. Yu).

o "Image Retrieval Using Color and Shape", Pattern Recognition, Vol. 29, No. 8, pp. 1233-1244, 1996 (with A. Vailaya).

o "A Client/Server Control Architecture for Robot Navigation", Pattern Recognition, Vol. 29, No. 8, pp. 1259-1284, 1996 (with H. Dulimarta).

o "Feature Extraction Methods for Character Recognition-A Survey", Pattern Recognition, Vol. 29, 3, pp. 641-662, April 1996 (with O. Trier and T. Taxt).

o "Parameter Estimation in Markov Random Field Line Process Models", IEEE Trans. PAMI, Vol. 18, No. 3, pp. 326-329, March 1996 (with S. Nadabar).

o "Object Matching Using Deformable Templates", IEEE Trans. PAMI, Vol. 18, No. 3, pp. 267-278, March 1996 (with Y. Zhong and S. Lakshamanan).

o "Vehicle Segmentation Using Deformable Templates", IEEE Trans. PAMI, Vol. 18, No. 3, pp. 293-308, March 1996 (with M.P. Dubuisson and S. Lakshamanan).

o "Page Segmentation Using Texture Analysis", Pattern Recognition, Vol. 29, No. 5, pp. 743-770, May 1996 (with Y. Zhong).

o "Fingerprint Classification", Pattern Recognition, Vol. 29, No. 3, pp. 389-404, 1996 (with K. Karu).

o "A Markov Random Field Model for Classification of Multisource Satellite Imagery", IEEE Trans. Geoscience and Remote Sensing, Vol. 34, No. 1, pp. 100-113, January 1996 (with A. Schistad Solberg and T. Taxt).

o "A Self-Organizing Network for Hyper-Ellipsoidal Clustering (HEC)", IEEE Trans. Neural Networks, Vol. 7, 1, pp. 16-29, January 1996 (with J. Mao).

o "Reconstruction and Boundary Estimation of Range and Intensity Images Using Multiscale MRF Representations", CVGIP: Image Understanding, Vol. 63, 2, pp. 353-366, March 1995 (with B. Gunsel and E. Panayirci).

o "Adaptive Flow Orientation Based Feature Extraction in Fingerprint Images", Pattern Recognition, Vol. 28, pp. 1657-1672, November 1995 (with N. Ratha and S. Chen).

o "Locating Text in Complex Color Images", Pattern Recognition, Vol. 28, 10, pp. 1523-1536, October 1995 (with K. Karu and Y. Zhong).

o "Integrating Vision Modules: Stereo, Shading, Grouping, and Line Labeling", IEEE Trans. PAMI, Vol. 17, pp. 831-842, September 1995 (with S. Pankanti).

o "A System for 3D CAD-Based Inspection Using Range Images", Pattern Recognition, Vol. 28, pp. 1555-1574, October 1995 (with T. Newman).

o "Knowledge-Based Clustering Scheme for Collection Management and Retrieval of Library Books", Pattern Recognition, pp. 949-964, 1995 (with M. Narasimha Murty).

o "Learning Texture Discrimination Masks", IEEE Trans. PAMI, Vol. 18, 2, pp. 195-205, February 1996 (with K. Karu).

o "Goal-Directed Evaluation of Binarization Methods", IEEE Trans. PAMI, Vol. 17, pp. 1191-1201, December 1995 (with O. Trier).

o "A Non-Linear Projection Method Based on Kohonen's Topology Preserving Maps", IEEE Trans. Neural Networks, Vol. 6, pp. 548-559, May 1995 (with M. Kraaijveld and J. Mao).

o "Segmentation and Matching of Vehicles in Road Images", Transportation Research Record, No. 1412, pp. 57-63, 1993 (with M.-P. Dubuisson and W.C. Taylor).

o "Multisource Classification of Remotely Sensed Data: Fusion of Landsat TM and SAR Images", IEEE Trans. Geoscience and Remote Sensing, Vol. 32, pp. 768-778, July 1994 (with A. Schistad Solberg and T. Taxt).

o "A Survey of Automated Visual Inspection", CVGIP: Image Understanding, Vol. 61, pp. 231-262, March 1995 (with Tim Newman).

o "Integration of Multiple Feature Groups and Multiple Views into a 3D Object Recognition System", CVGIP: Image Understanding, Vol. 62, pp. 309-329, November 1995 (with J. Mao and P. Flynn). Reprinted in Applications of Invariance in Computer Vision, Lecture Notes in Computer Science, Vol. 825, Springer Verlag, 1994.

o "Contour Extraction of Moving Objects in Complex Outdoor Scenes", Int. J. of Computer Vision, Vol. 14, pp. 83-105, 1995, (with M.P. Dubuisson).

o "Neural Networks for Feature Extraction and Multivariate Data Projection", IEEE Trans. Neural Networks, Vol. 6, pp. 296-317, March 1995 (with J. Mao). This paper received the 1996 IEEE Trans. Neural Networks Outstanding Paper Award.

o "Segmentation and Classification of Bacterial Culture Images", Journal of Microbiological Methods, Vol. 19, pp. 279-295, 1994 (with M.P. Dubuisson and M.K. Jain).

o "Address Block Location Using Color and Texture Analysis", CVGIP: Image Understanding, Vol. 60, 2, pp. 179-190, 1994 (with Y. Chen).

o "Bayesian Approach to Sensor Fusion: Implementation on a Connection Machine (CM-2)", Pattern Recognition, Vol. 28, No. 1, pp. 11-26, 1995 (with S. Nadabar).

o "Obtaining Generic Parts from Range Images using a Multi-View Representation", CVGIP: Image Understanding, Vol. 60, 1, pp. 44-64, July 1994 (with N.S. Raja).

o "Model-Based Classification of Quadric Surfaces", CVGIP: Image Understanding, Vol. 58, No. 2, September 1993, pp. 235-249 (with P. Flynn and T. Newman).

o "On Training Sample Size and Complexity of Artificial Neural Net Classifier", INFORMATICA, 3, 3, 1992, pp. 301-337 (with S. Raudys).

o "Text Segmentation for Automatic Document Processing", Machine Vision and Applications, 5, 3, 1992, pp. 169-184 (with S. Bhattacharjee). Reprinted in Document Image Analysis, R. Kasturi and L. O'Gorman (eds.), IEEE Computer Society Press, 1994.

o "Address Block Location on Envelopes Using Gabor Filters", Pattern Recognition, 25, 12, 1992, pp. 1459-1477 (with S. Bhattacharjee).

o "Recognizing Geons from Superquadrics Fitted to Range Data", Image and Vision Computing, 10, 3, 1992, pp. 179-190 (with N.S. Raja).

 Back jain@cps.msu.edu
Last updated: November 17, 1996