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Volumn 51, Issue 12, 2003, Pages 3198-3209

The DSFPN: A New Neural Network and Circuit Simulation for Optical Character Recognition

Author keywords

Analog circuits; Competitive neurons; Fourier descriptors; Neural networks; Optical character recognition; Wavelet descriptors

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; COMPUTER SOFTWARE; FOURIER TRANSFORMS; NEURAL NETWORKS; PATTERN RECOGNITION;

EID: 0344443778     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2003.819009     Document Type: Article
Times cited : (11)

References (26)
  • 2
    • 0029264308 scopus 로고
    • Object recognition of one-DOF tools by a back-propagation neural net
    • Mar.
    • H. Kim and K. Nam, "Object recognition of one-DOF tools by a back-propagation neural net," IEEE Trans. Neural Networks, vol. 6, pp. 484-487, Mar. 1995.
    • (1995) IEEE Trans. Neural Networks , vol.6 , pp. 484-487
    • Kim, H.1    Nam, K.2
  • 3
    • 0029254956 scopus 로고
    • High accuracy optical character recognition using neural networks and centroid dithering
    • Feb.
    • H. I. Avi-Itzhak, T. A. Diep, and H. Garland, "High accuracy optical character recognition using neural networks and centroid dithering," IEEE Trans. Pattern Anal. Machine Intell., vol. 17, pp. 218-224, Feb. 1995.
    • (1995) IEEE Trans. Pattern Anal. Machine Intell. , vol.17 , pp. 218-224
    • Avi-Itzhak, H.I.1    Diep, T.A.2    Garland, H.3
  • 4
    • 0029359259 scopus 로고
    • Wavelet descriptors for multiresolution recognition of handprinted characters
    • P. Wunsch and A. F. Laine, "Wavelet descriptors for multiresolution recognition of handprinted characters," Pattern Recogn., vol. 28, pp. 1237-1249, 1995.
    • (1995) Pattern Recogn. , vol.28 , pp. 1237-1249
    • Wunsch, P.1    Laine, A.F.2
  • 5
    • 0023515080 scopus 로고
    • Counterpropagation networks
    • R. Hecht-Nielsen, "Counterpropagation networks," Appl. Opt., vol. 26, pp. 4979-4984, 1987.
    • (1987) Appl. Opt. , vol.26 , pp. 4979-4984
    • Hecht-Nielsen, R.1
  • 6
    • 0030733562 scopus 로고    scopus 로고
    • Character recognition using Courier descriptors and a new form of dynamic semi-supervised neural network
    • I. P. Morns and S. S. Dlay, "Character recognition using Courier descriptors and a new form of dynamic semi-supervised neural network," Microelectron. J., vol. 28, pp. 73-84, 1997.
    • (1997) Microelectron. J. , vol.28 , pp. 73-84
    • Morns, I.P.1    Dlay, S.S.2
  • 7
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: The wavelet representation
    • July
    • S. Mallat, "A theory for multiresolution signal decomposition: The wavelet representation," IEEE Trans. Pattern Anal. Machine Intell., vol. 11, pp. 674-693, July 1989.
    • (1989) IEEE Trans. Pattern Anal. Machine Intell. , vol.11 , pp. 674-693
    • Mallat, S.1
  • 10
    • 0024859985 scopus 로고
    • On-line recognition of handwritten isolated arabic characters
    • M. S. El-Wakil, "On-line recognition of handwritten isolated arabic characters," Pattern Recogn., vol. 22, pp. 97-105, 1989.
    • (1989) Pattern Recogn. , vol.22 , pp. 97-105
    • El-Wakil, M.S.1
  • 11
    • 0021026050 scopus 로고
    • Topological and statistical analysis of line drawing
    • A. Amin and A. Shoukry, "Topological and statistical analysis of line drawing," Pattern Recogn. Lett., pp. 365-374, 1983.
    • (1983) Pattern Recogn. Lett. , pp. 365-374
    • Amin, A.1    Shoukry, A.2
  • 13
    • 0033355795 scopus 로고    scopus 로고
    • Interactive character recognition technology for pen-based computers
    • K. Ishigaki, H. Tanaka, and N. Iwayama, "Interactive character recognition technology for pen-based computers," Fujitsu Sci. Tech. J., vol. 35, no. 2, pp. 191-201, 1999.
    • (1999) Fujitsu Sci. Tech. J. , vol.35 , Issue.2 , pp. 191-201
    • Ishigaki, K.1    Tanaka, H.2    Iwayama, N.3
  • 14
    • 33751571979 scopus 로고    scopus 로고
    • Handwritten digit recognition using multilayer feedforward neural networks with periodic and monotonic activation functions
    • K.-W. Wong, C.-S. Leung, and S.-J. Chang, "Handwritten digit recognition using multilayer feedforward neural networks with periodic and monotonic activation functions," Proc. 16th IEEE Comput. Soc. Int. Pattern Recogn., vol. 3, pp. 106-9, 2002.
    • (2002) Proc. 16th IEEE Comput. Soc. Int. Pattern Recogn. , vol.3 , pp. 106-109
    • Wong, K.-W.1    Leung, C.-S.2    Chang, S.-J.3
  • 15
    • 33751573661 scopus 로고    scopus 로고
    • Minimum classification error training for hand-written character recognition
    • R. Zhang and X. Ding, "Minimum classification error training for hand-written character recognition," Proc. 16th IEEE Comput. Soc. Int. Pattern Recogn., vol. 1, pp. 580-3, 2002.
    • (2002) Proc. 16th IEEE Comput. Soc. Int. Pattern Recogn. , vol.1 , pp. 580-583
    • Zhang, R.1    Ding, X.2
  • 16
    • 0036045575 scopus 로고    scopus 로고
    • Handwritten digit recognition using statistical and rule-based decision fusion
    • Cairo, Egypt
    • D. Gorgevik, D. Cakmakov, and V. Radevski, "Handwritten digit recognition using statistical and rule-based decision fusion," in 11th IEEE Mediterranean Electrotech. Conf., Cairo, Egypt, 2002, pp. 131-5.
    • (2002) 11th IEEE Mediterranean Electrotech. Conf. , pp. 131-135
    • Gorgevik, D.1    Cakmakov, D.2    Radevski, V.3
  • 19
    • 0034559505 scopus 로고    scopus 로고
    • Adaptive soft k-nearest-neighbor classifiers
    • Dec.
    • S. Bermejo and J. Cabestany, "Adaptive soft k-nearest-neighbor classifiers," Pattern Recogn., vol. 33, no. 12, pp. 1999-2005, Dec. 2000.
    • (2000) Pattern Recogn. , vol.33 , Issue.12 , pp. 1999-2005
    • Bermejo, S.1    Cabestany, J.2
  • 20
    • 0030784110 scopus 로고    scopus 로고
    • Neural-network classifiers for recognizing totally unconstrained hanwritten numerals
    • Jan.
    • S. Cho, "Neural-network classifiers for recognizing totally unconstrained hanwritten numerals," IEEE Trans. Neural Networks, vol. 8, pp. 43-52, Jan. 1997.
    • (1997) IEEE Trans. Neural Networks , vol.8 , pp. 43-52
    • Cho, S.1
  • 21
    • 0002059461 scopus 로고
    • Unconstrained handwritten character classification using modified backpropagation model
    • Montreal, QC, Canada
    • A. Krzyzak, W. Dai, and C. Y. Suen, "Unconstrained handwritten character classification using modified backpropagation model," in Proc. First Int. Workshop Frontiers Handwriting Recogn., Montreal, QC, Canada, 1990, pp. 155-166.
    • (1990) Proc. First Int. Workshop Frontiers Handwriting Recogn. , pp. 155-166
    • Krzyzak, A.1    Dai, W.2    Suen, C.Y.3
  • 22
    • 0031061994 scopus 로고    scopus 로고
    • A hierarchical neural network architecture for handwritten numeral recognition
    • J. Cao, M. Ahmadi, and M. Shridhar, "A hierarchical neural network architecture for handwritten numeral recognition," Pattern Recogn., vol. 30, pp. 289-294, 1997.
    • (1997) Pattern Recogn. , vol.30 , pp. 289-294
    • Cao, J.1    Ahmadi, M.2    Shridhar, M.3
  • 23
    • 0032761276 scopus 로고    scopus 로고
    • Hierarchical overlapped SOM's for pattern classification
    • Jan.
    • P. N. Suganthan, "Hierarchical overlapped SOM's for pattern classification," IEEE Trans. Neural Networks, vol. 1, pp. 193-196, Jan. 1999.
    • (1999) IEEE Trans. Neural Networks , vol.1 , pp. 193-196
    • Suganthan, P.N.1
  • 24
    • 0032064193 scopus 로고    scopus 로고
    • Three-dimensional neural network model for unconstrained handwritten numeral recognition: A new approach
    • N. V. Subba-Reddy and P. Nagabhushan, "Three-dimensional neural network model for unconstrained handwritten numeral recognition: A new approach," Pattern Recogn., vol. 31, pp. 511-516, 1998.
    • (1998) Pattern Recogn. , vol.31 , pp. 511-516
    • Subba-Reddy, N.V.1    Nagabhushan, P.2
  • 25
    • 0031995319 scopus 로고    scopus 로고
    • Connectionist expert system model for conflict resolution in un-constrained handwritten numeral recognition
    • _, "Connectionist expert system model for conflict resolution in un-constrained handwritten numeral recognition," Pattern Recogn. Lett., vol. 19, pp. 161-169, 1998.
    • (1998) Pattern Recogn. Lett. , vol.19 , pp. 161-169


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.