PUBLICATIONS - International Journals and Book Chapters

 "Handwritten Bank Check Recognition of Courtesy Amounts",International
Journal of Imaging Graphics (IJIG), by WSP, v4 n2, 2004, 203-222
 (with A.Gupta and R. Palacios)
 "Feedback based architecture for reading courtesy amounts on checks", by SPIE,
12(1) 194-202, 2003 (with A.Gupta and R. Palacios)
 "Multimodal Interface for Human-Machine Communication",  Advances of Human-Machine
    Communication, MPAI Series v.48, 9-11, 2002, by WSP Pub. Co. 
   (with P.Yuen and Y.Tang)
 "3D Articulated Object Understanding, Learning, and Recognition From 2D Images",
 Multispectral Image Processing and Pattern Recognition(ed. J.Shen, P.Wang and
    T.Zhang), WSP, 2001, 5-15
 "3D Articulated Object Understanding, Learning, and Recognition
  from 2D Images", IJPRAI, v14 n7, 2000 
 "A Knowledge Based Segmentation Algorithm for Enhanced Recognition of 
  Handwritten Courtesy Amount", (with A.Agarwal, A.Gupta, and K.Hussein), 
  in  Int. J. of Pattern Recognition,  v32 n2, 1999
 "High Level Visualization, Representation, Understanding, and Recognition 
  of 3D Articulated Objects" The Encyclopedia of Microcomputers, 
  (ed. A. Kent, J. Williams), Marcer Dekker Pub. Co., 1999
 "Analysis, Learning, and Recognition of Articulated Line Drawing Images",
  Int. J. CSIM, Special Issue on Image Recognition, 1998 
 "Bank Check Analysis and Recognition by Computers", (with A.Agarwal, 
  A.Gupta, and K.Hussein),  Handbook of Character Recognition and Document 
  Image Analysis, WSP, 1997
 "Detection of Courtesy Amount Block on Bank Checks", (with A. Agarwal, K. Hussein,
  A. Gupta), J. of Electronic Imaging, v5n2, 1996 214-224
 "3D Object Perception Using Gradient Descent", (with L. Baird), Int. Journal of 
  Mathematical Imaging and Vision, (IJMIV), 5, 111-117, 1995
 "A Knowledge - based Segmentation Algorithm for Enhanced Recognition of Handwritten 
  Courtesy Amounts", (with Agarwal, Hussein, Gupta), in Shapes, Structure and
  Pattern Recognition, (ed. D. Dori and A. Bruckstein), WSP, 1995, 360-371
 "3D Line Image Analysis - A Heuristic Parallel Approach", Int. J. of Information 
  Science, 81/3-4, 155-175, 1994
 "A Heuristic Approach for 3D Articulated Line-Drawing Object Pattern Representation 
  and Recognition", Advances in Imaging Technologies (ed. by Edward Dougherty), 
  Marcel Dekker, 1994, 197-221
 "Learning, Representation, Understanding and Recognition of Words - An Intelligent 
  Approach ", in Fund. in Handwriting Recog., S. Impedovo (ed.), Springer-Verlag, 
  81-112, 1994
 "3D Line Drawing Image Analysis and Recognition", Progress in Image Analysis and 
  processing 111, S. Impedovo (ed.), WSP, 14-21, 1994
 "An Adaptive Modular Neural Network with Application to Unconstrained Character 
  Recognition", (with L. Mui, A. Agarwal, A. Gupta), IJPRAI Special Issue on Document 
  Image Analysis (DIA), 1994, 1189-1204
 "A Perfectly Parallel Thinning Algorithm" (with Y. Zhang), IJPRAI, v8n5,1994,
  999-1202
 "3D Sequential/Parallel Universal Array Grammars for polyhedral Object Pattern 
  Analysis", IJPRAI, v8n2, 1994, 563-576
 "Parallel Object Representation and Recognition", Int. J. of Parallel Processing 
  Letters (PPL), v3n3, 1993, 279-290
 "A Formal Parallel Model for 3D Object Pattern Representation", Handbook of 
  Pattern Recognition and Computer Vision, (ed. by C. H. Chen, L. Pau and P. Wang), 
  WSP, 1993, 211-231
 "Algorithms for Thinning and Rethickening Digital Patterns", (with Nage and
  A. Gupta), Journal of Digital Signal Processing, Academic Press, v3n2, 97-102 (1993)
 "A Thinning Algorithm Based on the Force Between Charged Particles", (with A. 
  Arumugan, T. Radhakrishnan, C. Y. Suen), IJRAI v7n5, 1993, 987-1008
 "An Integrated Architecture for Recognition of Totally Unconstrained Handwritten 
  Numerals", (with A. Gupta, M .Nage, A. Liu and S .Ayyadurai), IJPRAI v7 n4, 1993, 757-774
 "Analytical comparison of Thinning Algeo.", (with Y. Zhang), IJPRAI, v7n5, 
  1993, 1227-1246
 "A Neural Net Based Hybrid Approach to Handwritten Numeral Recognition", From 
  Pixels to Features III -Frontiers in Handwritten Recognition (with M. V. Nage 
  and A. Gupta), (ed. by S. Impedovo and J. C. Sirnon), Elsvier Science Pub. Co., 
  North Holland, 1992, 145 154
 "3D object representation by array grammars", IJPRAI, v6 n2, 1992, 227-240
 "An Improved Structural Approach for Automated Recognition of Handprinted Characters" 
  (with A. Gupta), lnt. J. of Pattern Recognition and Artificial Intelligence (IJPRAI) v5, 
  no 1 & 2, 1991, pp97-122