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Volumn 33, Issue 1, 2000, Pages 133-147

Writer independent on-line handwriting recognition using an HMM approach

Author keywords

Handwriting recognition; Hidden Markov models; Invariant features; N best decoding; Segmental features; UNIPEN

Indexed keywords

MARKOV PROCESSES; MATHEMATICAL MODELS;

EID: 0033640902     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0031-3203(99)00043-6     Document Type: Article
Times cited : (100)

References (39)
  • 3
    • 0005387825 scopus 로고
    • On-line cursive handwriting recognition using speech recognition methods
    • Adelaide, Australia, April
    • J. Makhoul, T. Starner, R. Schartz, G. Chou, On-line cursive handwriting recognition using speech recognition methods, in Proceedings of IEEE ICASSP'94, Adelaide, Australia, April 1994, pp. v125-v128.
    • (1994) Proceedings of IEEE ICASSP'94
    • Makhoul, J.1    Starner, T.2    Schartz, R.3    Chou, G.4
  • 5
    • 0004703052 scopus 로고
    • Handwriting recognition with hidden Markov models and grammatical constraints
    • Taipei, Taiwan, December
    • J. Hu, M.K. Brown, W. Turin, Handwriting recognition with hidden Markov models and grammatical constraints, in: Proceedings of the Fourth IWFHR, Taipei, Taiwan, December 1994, pp. 195-205.
    • (1994) Proceedings of the Fourth IWFHR , pp. 195-205
    • Hu, J.1    Brown, M.K.2    Turin, W.3
  • 6
    • 84892710679 scopus 로고
    • Npen + + : A writer independent, large vocabulary on-line cursive handwriting recognition system
    • Montreal, Canada, August
    • S. Manke, U. Bodenhausen, Npen + + : a writer independent, large vocabulary on-line cursive handwriting recognition system, in: Proceedings of the Third ICDAR, Montreal, Canada, August 1995, pp. 403-408.
    • (1995) Proceedings of the Third ICDAR , pp. 403-408
    • Manke, S.1    Bodenhausen, U.2
  • 8
  • 10
    • 0027554364 scopus 로고
    • Normalizing and restoring on-line handwriting
    • W. Guerfali, R. Plamondon, Normalizing and restoring on-line handwriting, Pattern Recognition 26 (3) (1993) 419-431.
    • (1993) Pattern Recognition , vol.26 , Issue.3 , pp. 419-431
    • Guerfali, W.1    Plamondon, R.2
  • 11
    • 0020266095 scopus 로고
    • A normalizing transform for cursive script recognition
    • Munich, October
    • D.J. Burr, A normalizing transform for cursive script recognition, in: Proceedings of the Sixth ICPR, vol. 2, Munich, October 1982, pp. 1027-1030.
    • (1982) Proceedings of the Sixth ICPR , vol.2 , pp. 1027-1030
    • Burr, D.J.1
  • 12
    • 0020941512 scopus 로고
    • Preprocessing techniques for cursive script recognition
    • M.K. Brown, S. Ganapathy, Preprocessing techniques for cursive script recognition, Pattern Recognition 16 (5) (1983) 447-458.
    • (1983) Pattern Recognition , vol.16 , Issue.5 , pp. 447-458
    • Brown, M.K.1    Ganapathy, S.2
  • 13
    • 84997079959 scopus 로고
    • Size normalization in on-line unconstrained handwriting recognition
    • Adelaide, Australia, April
    • H.S.M. Beigi, K. Nathan, G.J. Clary, J. Subrahmonia, Size normalization in on-line unconstrained handwriting recognition, in: Proceedings of ICASSP'94, Adelaide, Australia, April 1994, pp. 169-172.
    • (1994) Proceedings of ICASSP'94 , pp. 169-172
    • Beigi, H.S.M.1    Nathan, K.2    Clary, G.J.3    Subrahmonia, J.4
  • 14
    • 33749974934 scopus 로고
    • Word normalization for on-line handwritten word recognition
    • Jerusalem, October
    • Y. Bengio, Y. LeCun, Word normalization for on-line handwritten word recognition, in: Proceedings of 12th ICPR, vol. 2, Jerusalem, October 1994, pp. 409-413.
    • (1994) Proceedings of 12th ICPR , vol.2 , pp. 409-413
    • Bengio, Y.1    LeCun, Y.2
  • 15
    • 85037520345 scopus 로고    scopus 로고
    • Size and oreintation normalization of on-line handwriting using Hough transofrm
    • Munich, Germany, April
    • Amy S. Rosenthal, J. Hu, M.K. Brown, Size and oreintation normalization of on-line handwriting using Hough transofrm, in: Proceedings of ICASSP'97, Munich, Germany, April 1997.
    • (1997) Proceedings of ICASSP'97
    • Rosenthal, A.S.1    Hu, J.2    Brown, M.K.3
  • 17
    • 0024610919 scopus 로고
    • A tutorial on hidden markov models and selected applications in speech recognition
    • L.R. Rabiner, A tutorial on hidden markov models and selected applications in speech recognition, Proc. IEEE 77 (2) (1989) 257-286.
    • (1989) Proc. IEEE , vol.77 , Issue.2 , pp. 257-286
    • Rabiner, L.R.1
  • 18
    • 0345844724 scopus 로고
    • Stochastic context-free language modeling with evolutional grammars
    • September
    • M.K. Brown, S.C. Glinski, Stochastic context-free language modeling with evolutional grammars, ICSLP'94 vol. 2, September 1994, 779-782.
    • (1994) ICSLP'94 , vol.2 , pp. 779-782
    • Brown, M.K.1    Glinski, S.C.2
  • 19
    • 0003295404 scopus 로고
    • The HARPY speech understanding system
    • W.A. Lea (Ed.), Prentice-Hall, Englewood Cliffs, NJ, Chapter 15
    • B.T. Lowerre, D.R. Reddy, The HARPY speech understanding system, in: W.A. Lea (Ed.), Trends in Speech Recognition, Prentice-Hall, Englewood Cliffs, NJ, 1980, pp. 340-360 Chapter 15.
    • (1980) Trends in Speech Recognition , pp. 340-360
    • Lowerre, B.T.1    Reddy, D.R.2
  • 20
    • 0025889473 scopus 로고
    • A grammar compiler for connected speech recognition
    • M.K. Brown, J.G. Wilpon, A grammar compiler for connected speech recognition, IEEE Trans. Signal Process. 39 (1) (1991) 17-28.
    • (1991) IEEE Trans. Signal Process. , vol.39 , Issue.1 , pp. 17-28
    • Brown, M.K.1    Wilpon, J.G.2
  • 22
    • 84947788096 scopus 로고
    • Invariant features for HMM based handwriting recognition
    • Sanremo, Italy, September
    • J. Hu, M.K. Borwn, W. Turin, Invariant features for HMM based handwriting recognition, in: Proceedings of ICIAP'95, Sanremo, Italy, September 1995, pp. 588-593.
    • (1995) Proceedings of ICIAP'95 , pp. 588-593
    • Hu, J.1    Borwn, M.K.2    Turin, W.3
  • 23
    • 84904784344 scopus 로고
    • Algorithm for the recognition of handwritten text
    • S.A. Guberman, V.V. Rozentsveig, Algorithm for the recognition of handwritten text, Automat. Remote Control 37 (5) (1976) 751-757.
    • (1976) Automat. Remote Control , vol.37 , Issue.5 , pp. 751-757
    • Guberman, S.A.1    Rozentsveig, V.V.2
  • 24
    • 0030261112 scopus 로고    scopus 로고
    • HMM based on-line handwriting recognition
    • J. Hu, M.K. Brown, W. Turin, HMM based on-line handwriting recognition, IEEE PAMI 18 (10) (1996) 1039-1045.
    • (1996) IEEE PAMI , vol.18 , Issue.10 , pp. 1039-1045
    • Hu, J.1    Brown, M.K.2    Turin, W.3
  • 25
    • 0347736247 scopus 로고
    • Combining bitmaps with dynamic writing information for on-line handwriting recognition
    • Jerusalem, October
    • S. Manke, M. Finke, A. Waibel, Combining bitmaps with dynamic writing information for on-line handwriting recognition, in: Proceedings of the 12th ICPR, Jerusalem, October 1994, pp. 596-598.
    • (1994) Proceedings of the 12th ICPR , pp. 596-598
    • Manke, S.1    Finke, M.2    Waibel, A.3
  • 26
    • 84924129400 scopus 로고    scopus 로고
    • Combining high-level features with sequential local features for on-line handwriting recognition
    • Italy, September
    • J. Hu, A.S. Rosenthal, M.K. Brown, Combining high-level features with sequential local features for on-line handwriting recognition, in: Proceedings of ICIAP'97, Florence, Italy, September 1997, pp. 647-654.
    • (1997) Proceedings of ICIAP'97, Florence , pp. 647-654
    • Hu, J.1    Rosenthal, A.S.2    Brown, M.K.3
  • 27
    • 0029544270 scopus 로고
    • Use of segmental features in HMM based handwriting recognition
    • Vancouver, Canada, October
    • J. Hu, M.K. Brown, W. Turin, Use of segmental features in HMM based handwriting recognition, in: Proceedings of IEEE SMC'95, Vancouver, Canada, October 1995, pp. 2778-2782.
    • (1995) Proceedings of IEEE SMC'95 , pp. 2778-2782
    • Hu, J.1    Brown, M.K.2    Turin, W.3
  • 29
    • 0039281726 scopus 로고    scopus 로고
    • On-line handwriting recognition with constrained n-best decoding
    • Vienna, Austria, August
    • J. Hu, M.K. Brown, On-line handwriting recognition with constrained n-best decoding, in: Proceedings of 13th ICPR, vol. C, Vienna, Austria, August 1996, pp. 23-27.
    • (1996) Proceedings of 13th ICPR , vol.C , pp. 23-27
    • Hu, J.1    Brown, M.K.2
  • 30
    • 0024769238 scopus 로고
    • A frame-synchronous network search algorithm for connected word recognition
    • C.-H. Lee, L.R. Rabiner, A frame-synchronous network search algorithm for connected word recognition, IEEE Trans. ASS 37 (11) (1989) 1649-1658.
    • (1989) IEEE Trans. ASS , vol.37 , Issue.11 , pp. 1649-1658
    • Lee, C.-H.1    Rabiner, L.R.2
  • 31
    • 85134888575 scopus 로고
    • Sentence-hypotheses generation in a continuous-speech recognition system
    • V. Steinbiss, Sentence-hypotheses generation in a continuous-speech recognition system, in: Proceedings of EURO-SPEECH'89 1989, pp. 51-54.
    • (1989) Proceedings of EURO-SPEECH'89 , pp. 51-54
    • Steinbiss, V.1
  • 32
    • 0025627406 scopus 로고
    • The N-best algorithm: An efficient and exact procedure for finding the N most likely sentence hypotheses
    • R. Schwartz, Y.-L. Chow, The N-best algorithm: an efficient and exact procedure for finding the N most likely sentence hypotheses, in: Proceedings of ICASSP'90, 1990, pp. 81-84.
    • (1990) Proceedings of ICASSP'90 , pp. 81-84
    • Schwartz, R.1    Chow, Y.-L.2
  • 33
    • 0016507833 scopus 로고
    • Design of a linguistic statistical decoder for the recognition of continuous speech
    • F. Jelinek, L.R. Bahl, R.L. Mercer, Design of a linguistic statistical decoder for the recognition of continuous speech, IEEE Trans. Inform. Theory IT-21 (3) (1975) 250-256.
    • (1975) IEEE Trans. Inform. Theory , vol.IT-21 , Issue.3 , pp. 250-256
    • Jelinek, F.1    Bahl, L.R.2    Mercer, R.L.3
  • 35
    • 0026370988 scopus 로고
    • A tree-trellis based fast search for finding the N best sentence hypotheses in continuous speech recognition
    • Toronto, Canada, May
    • F.K. Soong, E.-F. Huang, A tree-trellis based fast search for finding the N best sentence hypotheses in continuous speech recognition, in: Proceedings of ICASSP'91, Toronto, Canada, May 1991, 705-708.
    • (1991) Proceedings of ICASSP'91 , pp. 705-708
    • Soong, F.K.1    Huang, E.-F.2
  • 36
    • 85009263395 scopus 로고
    • Segmental gpd training of HMM based speech recognizers
    • San Fransciso, CA, MArch
    • W. Chou, B.H. Juang, C.H. Lee, Segmental gpd training of HMM based speech recognizers, in: Proceedings of ICASSP'92, San Fransciso, CA, MArch 1992.
    • (1992) Proceedings of ICASSP'92
    • Chou, W.1    Juang, B.H.2    Lee, C.H.3
  • 37
    • 0027579316 scopus 로고
    • Discriminative training of dynamic programming based speech recognizers
    • B.H. Juang, P.C. Chang, Discriminative training of dynamic programming based speech recognizers, IEEE Trans. Speech and Audio Process. SAP-1 (2) (1993) 135-143.
    • (1993) IEEE Trans. Speech and Audio Process. , vol.SAP-1 , Issue.2 , pp. 135-143
    • Juang, B.H.1    Chang, P.C.2
  • 38
    • 37249041177 scopus 로고
    • Design of a linguistic postprocessor using variable memory length Markov models
    • Montreal, Canada, August
    • I. Guyon, F. Pereira, Design of a linguistic postprocessor using variable memory length Markov models, in: Proceedings of the Third ICDAR, Montreal, Canada, August 1995, pp. 454-457.
    • (1995) Proceedings of the Third ICDAR , pp. 454-457
    • Guyon, I.1    Pereira, F.2
  • 39
    • 0030655622 scopus 로고    scopus 로고
    • Language modeling using stochastic automata with variable length contexts
    • J. Hu, W. Turin, M.K. Brown, Language modeling using stochastic automata with variable length contexts, Comput. Speech Language 11 (1) (1997) 1-16.
    • (1997) Comput. Speech Language , vol.11 , Issue.1 , pp. 1-16
    • Hu, J.1    Turin, W.2    Brown, M.K.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.