Form design for high accuracy optical character recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 18, Issue 6, 1996, Pages 653-656

  Garris, Michael D ^a   Dimmick, Darrin L ^a  

^a NATIONAL INSTITUTE OF STANDARDS AND TECHNOLOGY   (United States)

Author keywords

Form design; Forms processing; Handwriting recognition; Idiosyncratic responses; Neural networks; Optical character recognition; Tax forms

Indexed keywords

COMPUTER SIMULATION; ERRORS; GOVERNMENT DATA PROCESSING; NEURAL NETWORKS;

CHARACTER BOXES; FORM DESIGN; HANDWRITING RECOGNITION; IDIOSYNCRATIC RESPONSES;

OPTICAL CHARACTER RECOGNITION;

EID: 0030172977     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/34.506417     Document Type: Article

References (10)

1. M.D. Garris and D.L. Dimmick, "Evaluating Form Designs for Optical Character Recognition," Technical Report NISTIR 5364, Nat'1 Inst. of Standards and Technology, Feb. 1994.
2. M.D. Garris, J.L. Blue, G.T. Candela, D.L. Dimmick, J. Geist, P.J. Crother, S.A. Janet, and C.L. Wilson, "NIST Form-Based Hand-print Recognition System," Technical Report NISTIR 5469, Nat'l Inst. of Standards and Technology, July 1994.
3. R.A. Wilkinson, J. Geist, S. Janet, P.J. Grother, C.J.C. Burges, R. Creecy, B. Hammond, J.J. Hull, N.J. Larsen, T.P. Vogl, and C.L. Wilson, "The First Optical Character Recognition Systems Conference," Technical Report NISTIR 4912, Nat'l Inst. of Standards and Technology, Aug. 1992.
4. P.J. Grother, "Handprinted Forms and Characters Database," Technical Report Special Database 19, HFCD, Nat'l Inst. of Standards and Technology, Mar. 1995.
5. M.D. Garris, "Correlated Run Length Algorithm (CURL) for Detecting Form Structure Within Digitized Documents," Technical Report NISTIR 5294, Nat'l Inst. of Standards and Technology, 1993.
6. P.J. Grother, "Karhunen Loève Feature Extraction for Neural Handwritten Character Recognition," Proc. Applications of Artificial Neural Networks III. Orlando, SPIE, Apr. 1992.
7. D.F. Specht, "Probabilistic Neural Networks," Neural Networks, vol. 3, no. 1, pp. 109-118, 1990.
8. J.L. Blue, G.T. Candela, P.J. Grother, R. Chellappa, and C.L. Wilson, "Evaluation of Pattern Classifiers for Fingerprint and OCR Applications," Pattern Recognition, vol. 27, no. 4, pp. 485-501, 1994.
9. D.E. Rumelhart, G.E. Hinton, and R.J. Williams, "Learning Internal Representations by Error Propagation," Parallel Distributed Processing: Explorations in the Microstructure of Cognition, vol. 1: Foundations, D.E. Rumelhart and J.L. McClelland et al., edb., chapter 8, pp. 318-362. Cambridge, Mass.: MIT Press, 1986.
10. M.D. Garris and S.A. Janet, "NIST Scoring Package User's Guide Release 1.0," Technical Report NISTIR 4950, Nat'l Inst. of Standards and Technology, Oct. 1992.