Algorithms to Generate Partially Damaged Characters and Readability Study for OCR Readers in Semiconductor Manufacturing

D. Desrochers, Y. Jin, Z. Qu, and A. Saengdeejing

References

  1. [1] H.I. Avi-Itzhak & T. Diep, Lossless acceleration for correlation-based nearest-neighbor pattern recognition, Proc. 12th IAPRInt. Conf. on Pattern Recognition, Vol. 2, October 1994, 240–244.
  2. [2] H.I. Avi-Itzhak, J.A. Van Mieghem, & L. Rub, Multiplesubclass pattern recognition: A maximin correlation approach,IEEE Trans. on Pattern Analysis and Machine Intelligence,17(4), 1995, 418–431. doi:10.1109/34.385977
  3. [3] S. Mori, C.Y. Suen, & K. Yamamoto, Historical review ofOCR research and development, Proc. IEEE, 80(7), 1992,1029–1058. doi:10.1109/5.156468
  4. [4] Z.M. Kovacs-V, A system for reading low quality characters from printouts, IEEE Proc. 13th Int. Conf. on Pattern Recognition, Vol. 3, August 1996, 185–189. doi:10.1109/ICPR.1996.546935
  5. [5] D. Lopresti, J. Zhou, G. Nagy, & P. Sarkar, Spatial samplingeffects in optical character recognition, Proc. 3rd Int. Conf. onDocument Analysis and Recognition, Vol. 1, 1995, 309–314. doi:10.1109/ICDAR.1995.599001
  6. [6] M. Yasuda, K. Yamamoto, & H. Yamada, Effect of theperturbed correlation method for optical character recognition,Proc. 2nd Int. Conf. on Document Analysis and Recognition,1993, 830–833. doi:10.1109/ICDAR.1993.395609
  7. [7] S. Abe, Neural networks and fuzzy systems: Theory andapplications (Boston: Kluwer, 1997).
  8. [8] M.T. Hagan, H.B. Demuth, & M. Beale, Neural network design (Boston: PWS, 1996).
  9. [9] S. Haykin, Neural networks: A comprehensive foundation (New York: Macmillan, 1994).
  10. [10] B. Kosko, Neural networks and fuzzy systems (Englewood Cliffs, NJ: Prentice Hall, 1992).
  11. [11] A. Saengdeejing, Z. Qu, & D. Huibregtse, Robust OCR systemfor reading optically partially damaged characters, 13th Int.Conf. on Computer Applications in Industry and Engineering(CAINE-2000), Honolulu, HI, November 2000, 128–131.
  12. [12] K.S. Fu, R.C. Gonzalez, & C.S.G. Lee, Robotics: Control, sensing, vision, and intelligence (New York: McGraw-Hill, 1987).
  13. [13] D.O. Hebb, The organization of behavior (New York: Wiley, 1949).

Important Links:

Go Back