메뉴 건너뛰기




Volumn 35, Issue 7, 2013, Pages 1773-1787

Writer adaptation with style transfer mapping

Author keywords

handwriting recognition; style transfer mapping; Writer adaptation

Indexed keywords

CHINESE HANDWRITING RECOGNITION; FEATURE TRANSFORMATIONS; HANDWRITING RECOGNITION; LEARNING VECTOR QUANTIZATION; MODIFIED QUADRATIC DISCRIMINANT FUNCTIONS; ONLINE CHINESE HANDWRITING; UNSUPERVISED ADAPTATION; WRITER ADAPTATION;

EID: 84876733279     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2012.239     Document Type: Article
Times cited : (74)

References (61)
  • 1
    • 0029288633 scopus 로고
    • Maximum likelihood linear regression for speaker adaptation of continuous density hidden markov models
    • C. Leggetter and P. Woodland, "Maximum Likelihood Linear Regression for Speaker Adaptation of Continuous Density Hidden Markov Models," Computer Speech and Language, vol. 9, no. 2, pp. 171-185, 1995.
    • (1995) Computer Speech and Language , vol.9 , Issue.2 , pp. 171-185
    • Leggetter, C.1    Woodland, P.2
  • 3
    • 0031189914 scopus 로고    scopus 로고
    • Multitask Learning
    • R. Caruana, "Multitask Learning," Machine Learning, vol. 28, no. 1, pp. 41-75, 1997. (Pubitemid 127507169)
    • (1997) Machine Learning , vol.28 , Issue.1 , pp. 41-75
    • Caruana, R.1
  • 4
    • 77956031473 scopus 로고    scopus 로고
    • A survey on transfer learning
    • Oct.
    • S.J. Pan and Q. Yang, "A Survey on Transfer Learning," IEEE Trans. Knowledge and Data Eng., vol. 22, no. 10, pp. 1345-1359, Oct. 2010.
    • (2010) IEEE Trans. Knowledge and Data Eng. , vol.22 , Issue.10 , pp. 1345-1359
    • Pan, S.J.1    Yang, Q.2
  • 6
    • 0025489075 scopus 로고
    • The self-organizing map
    • Sept.
    • T. Kohonen, "The Self-Organizing Map," Proc. IEEE, vol. 78, no. 9, pp. 1464-1480, Sept. 1990.
    • (1990) Proc. IEEE , vol.78 , Issue.9 , pp. 1464-1480
    • Kohonen, T.1
  • 14
    • 33749242989 scopus 로고    scopus 로고
    • Personalized handwriting recognition via biased regularization
    • W. Kienzle and K. Chellapilla, "Personalized Handwriting Recognition via Biased Regularization," Proc. Int'l Conf. Machine Learning, pp. 457-464, 2006.
    • (2006) Proc. Int'l Conf. Machine Learning , pp. 457-464
    • Kienzle, W.1    Chellapilla, K.2
  • 17
    • 33847348457 scopus 로고    scopus 로고
    • Writer style adaptation in online handwriting recognizers by a fuzzy mechanism approach: The adapt method
    • DOI 10.1142/S0218001407005326
    • H. Mouchère, E. Anquetil, and N. Ragot, "Writer Style Adaptation in On-Line Handwriting Recognizers by a Fuzzy Mechanism Approach: The ADAPT Method," Int'l J. Pattern Recognition and Artificial Intelligence, vol. 21, no. 1, pp. 99-116, 2007. (Pubitemid 46346809)
    • (2007) International Journal of Pattern Recognition and Artificial Intelligence , vol.21 , Issue.1 , pp. 99-116
    • Mouchere, H.1    Anquetil, E.2    Ragot, N.3
  • 20
    • 34548803560 scopus 로고    scopus 로고
    • A practical approach for writer-dependent symbol recognition using a writer-independent symbol recognizer
    • DOI 10.1109/TPAMI.2007.1109
    • J. LaViola and R. Zeleznik, "A Practical Approach for Writer-Dependent Symbol Recognition Using a Writer-Independent Symbol Recognizer," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 29, no. 11, pp. 1917-1926, Nov. 2007. (Pubitemid 47423787)
    • (2007) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.29 , Issue.11 , pp. 1917-1926
    • LaViola Jr., J.J.1    Zeleznik, R.C.2
  • 21
    • 33750467615 scopus 로고    scopus 로고
    • Adaptive combination of adaptive classifiers for handwritten character recognition
    • DOI 10.1016/j.patrec.2006.06.016, PII S0167865506001784
    • M. Aksela and J. Laaksonen, "Adaptive Combination of Adaptive Classifiers for Handwritten Character Recognition," Pattern Recognition Letters, vol. 28, no. 1, pp. 136-143, 2007. (Pubitemid 44646673)
    • (2007) Pattern Recognition Letters , vol.28 , Issue.1 , pp. 136-143
    • Aksela, M.1    Laaksonen, J.2
  • 27
    • 0036604996 scopus 로고    scopus 로고
    • Writer adaptation techniques in HMM based off-line cursive script recognition
    • DOI 10.1016/S0167-8655(02)00021-1, PII S0167865502000211
    • A. Vinciarelli and S. Bengio, "Writer Adaptation Techniques in HMM Based Off-Line Cursive Script Recognition," Pattern Recognition Letters, vol. 23, no. 8, pp. 905-916, 2002. (Pubitemid 34416226)
    • (2002) Pattern Recognition Letters , vol.23 , Issue.8 , pp. 905-916
    • Vinciarelli, A.1    Bengio, S.2
  • 28
    • 77952549323 scopus 로고    scopus 로고
    • Incremental learning of lda model for chinese writer adaptation
    • L. Jin, K. Ding, and Z. Huang, "Incremental Learning of LDA Model for Chinese Writer Adaptation," Neurocomputing, vol. 73, no. 10, pp. 1614-1623, 2010.
    • (2010) Neurocomputing , vol.73 , Issue.10 , pp. 1614-1623
    • Jin, L.1    Ding, K.2    Huang, Z.3
  • 29
    • 71249124005 scopus 로고    scopus 로고
    • Writer adaptive online handwriting recognition using incremental linear discriminant analysis
    • Z. Huang, K. Ding, L. Jin, and X. Gao, "Writer Adaptive Online Handwriting Recognition Using Incremental Linear Discriminant Analysis," Proc. Int'l Conf. Document Analysis and Recognition, pp. 91-95, 2009.
    • (2009) Proc. Int'l Conf. Document Analysis and Recognition , pp. 91-95
    • Huang, Z.1    Ding, K.2    Jin, L.3    Gao, X.4
  • 30
    • 1942513739 scopus 로고
    • Self-corrective character recognition system
    • G. Nagy and G. Shelton Jr., "Self-Corrective Character Recognition System," IEEE Trans. Information Theory, vol. 12, no. 2, pp. 215-222, 1966.
    • (1966) IEEE Trans. Information Theory , vol.12 , Issue.2 , pp. 215-222
    • Nagy, G.1    Shelton Jr., G.2
  • 31
    • 34249728993 scopus 로고    scopus 로고
    • Analytical results on style-constrained Bayesian classification of pattern fields
    • DOI 10.1109/TPAMI.2007.1030
    • S. Veeramachaneni and G. Nagy, "Analytical Results on Style-Constrained Bayesian Classification of Pattern Fields," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 29, no. 7, pp. 1280-1285, July 2007. (Pubitemid 46825076)
    • (2007) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.29 , Issue.7 , pp. 1280-1285
    • Veeramachaneni, S.1    Nagy, G.2
  • 32
    • 13344275837 scopus 로고    scopus 로고
    • Style consistent classification of isogenous patterns
    • DOI 10.1109/TPAMI.2005.18
    • P. Sarkar and G. Nagy, "Style Consistent Classification of Isogenous Patterns," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 27, no. 1, pp. 88-98, Jan. 2005. (Pubitemid 40195900)
    • (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.27 , Issue.1 , pp. 88-98
    • Sarkar, P.1    Nagy, G.2
  • 35
    • 0034202338 scopus 로고    scopus 로고
    • Separating style and content with bilinear models
    • J. Tenenbaum and W. Freeman, "Separating Style and Content with Bilinear Models," Neural Computation, vol. 12, no. 6, pp. 1247-1283, 2000.
    • (2000) Neural Computation , vol.12 , Issue.6 , pp. 1247-1283
    • Tenenbaum, J.1    Freeman, W.2
  • 37
    • 77950301011 scopus 로고    scopus 로고
    • Unsupervised writer adaptation of whole-word HMMs with application to word-spotting
    • J. Rodŕguez-Serrano, F. Perronnin, G. Sánchez, and J. Lladó s, "Unsupervised Writer Adaptation of Whole-Word HMMs with Application to Word-Spotting," Pattern Recognition Letters, vol. 31, no. 8, pp. 742-749, 2010.
    • (2010) Pattern Recognition Letters , vol.31 , Issue.8 , pp. 742-749
    • Rodŕguez-Serrano, J.1    Perronnin, F.2    Sánchez, G.3    Lladós, J.4
  • 38
    • 0242539888 scopus 로고    scopus 로고
    • Unsupervised writer adaptation applied to handwritten text recognition
    • DOI 10.1016/S0031-3203(03)00185-7
    • A. Nosary, L. Heutte, and T. Paquet, "Unsupervised Writer Adaptation Applied to Handwritten Text Recognition," Pattern Recognition, vol. 37, no. 2, pp. 385-388, 2004. (Pubitemid 37425420)
    • (2004) Pattern Recognition , vol.37 , Issue.2 , pp. 385-388
    • Nosary, A.1    Heutte, L.2    Paquet, T.3
  • 39
    • 84857846731 scopus 로고    scopus 로고
    • Bounding the probability of error for high precision optical character recognition
    • G. Huang, A. Kae, C. Doersch, and E. Learned-Miller, "Bounding the Probability of Error for High Precision Optical Character Recognition," J. Machine Learning Research, vol. 12, pp. 363-387, 2012.
    • (2012) J. Machine Learning Research , vol.12 , pp. 363-387
    • Huang, G.1    Kae, A.2    Doersch, C.3    Learned-Miller, E.4
  • 41
    • 71249160512 scopus 로고    scopus 로고
    • Evaluating retraining rules for semi-supervised learning in neural network based cursive word recognition
    • V. Frinken and H. Bunke, "Evaluating Retraining Rules for Semi-Supervised Learning in Neural Network Based Cursive Word Recognition," Proc. Int'l Conf. Document Analysis and Recognition, pp. 31-35, 2009.
    • (2009) Proc. Int'l Conf. Document Analysis and Recognition , pp. 31-35
    • Frinken, V.1    Bunke, H.2
  • 43
  • 48
    • 82355168660 scopus 로고    scopus 로고
    • A semi-supervised ensemble learning approach for character labeling with minimal human effort
    • S. Vajda, A. Junaidi, and G. Fink, "A Semi-Supervised Ensemble Learning Approach for Character Labeling with Minimal Human Effort," Proc. Int'l Conf. Document Analysis and Recognition, pp. 259-263, 2011.
    • (2011) Proc. Int'l Conf. Document Analysis and Recognition , pp. 259-263
    • Vajda, S.1    Junaidi, A.2    Fink, G.3
  • 50
    • 0035283342 scopus 로고    scopus 로고
    • Evaluation of prototype learning algorithms for nearest-neighbor classifier in application to handwritten character recognition
    • DOI 10.1016/S0031-3203(00)00018-2
    • C.-L. Liu and M. Nakagawa, "Evaluation of Prototype Learning Algorithms for Nearest-Neighbor Classifier in Application to Handwritten Character Recognition," Pattern Recognition, vol. 34, no. 3, pp. 601-615, 2001. (Pubitemid 32133394)
    • (2001) Pattern Recognition , vol.34 , Issue.3 , pp. 601-615
    • Liu, C.-L.1    Nakagawa, M.2
  • 51
    • 77949487932 scopus 로고    scopus 로고
    • Regularized margin-based conditional log-likelihood loss for prototype learning
    • X.-B. Jin, C.-L. Liu, and X. Hou, "Regularized Margin-Based Conditional Log-Likelihood Loss for Prototype Learning," Pattern Recognition, vol. 43, no. 7, pp. 2428-2438, 2010.
    • (2010) Pattern Recognition , vol.43 , Issue.7 , pp. 2428-2438
    • Jin, X.-B.1    Liu, C.-L.2    Hou, X.3
  • 52
    • 2442596064 scopus 로고    scopus 로고
    • Discriminative learning quadratic discriminant function for handwriting recognition
    • Mar.
    • C.-L. Liu, H. Sako, and H. Fujisawa, "Discriminative Learning Quadratic Discriminant Function for Handwriting Recognition," IEEE Trans. Neural Networks, vol. 15, no. 2, pp. 430-444, Mar. 2004.
    • (2004) IEEE Trans. Neural Networks , vol.15 , Issue.2 , pp. 430-444
    • Liu, C.-L.1    Sako, H.2    Fujisawa, H.3
  • 53
    • 44449172959 scopus 로고    scopus 로고
    • Building compact MQDF classifier for large character set recognition by subspace distribution sharing
    • DOI 10.1016/j.patcog.2008.02.009, PII S0031320308000824
    • T. Long and L. Jin, "Building Compact MQDF Classifier for Large Character Set Recognition by Subspace Distribution Sharing," Pattern Recognition, vol. 41, no. 9, pp. 2916-2925, 2008. (Pubitemid 351760950)
    • (2008) Pattern Recognition , vol.41 , Issue.9 , pp. 2916-2925
    • Long, T.1    Jin, L.2
  • 54
    • 68349090235 scopus 로고    scopus 로고
    • Modeling inverse covariance matrices by expansion of tied basis matrices for online handwritten chinese character recognition
    • Y. Wang and Q. Huo, "Modeling Inverse Covariance Matrices by Expansion of Tied Basis Matrices for Online Handwritten Chinese Character Recognition," Pattern Recognition, vol. 42, no. 12, pp. 3296-3302, 2009.
    • (2009) Pattern Recognition , vol.42 , Issue.12 , pp. 3296-3302
    • Wang, Y.1    Huo, Q.2
  • 55
    • 0003243224 scopus 로고    scopus 로고
    • Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods
    • J. Platt, "Probabilistic Outputs for Support Vector Machines and Comparisons to Regularized Likelihood Methods," Advances in Large Margin Classifiers, vol. 10, no. 3, pp. 61-74, 1999.
    • (1999) Advances in Large Margin Classifiers , vol.10 , Issue.3 , pp. 61-74
    • Platt, J.1
  • 57
    • 51149106621 scopus 로고    scopus 로고
    • Online Japanese character recognition using trajectory-based normalization and direction feature extraction
    • C.-L. Liu and X.-D. Zhou, "Online Japanese Character Recognition Using Trajectory-Based Normalization and Direction Feature Extraction," Proc. Int'l Workshop Frontiers in Handwriting Recognition, 2006.
    • (2006) Proc. Int'l Workshop Frontiers in Handwriting Recognition
    • Liu, C.-L.1    Zhou, X.-D.2
  • 58
    • 71249144811 scopus 로고    scopus 로고
    • An investigation of imaginary stroke techinique for cursive online handwriting chinese character recognition
    • K. Ding, G. Deng, and L. Jin, "An Investigation of Imaginary Stroke Techinique for Cursive Online Handwriting Chinese character Recognition," Proc. Int'l Conf. Document Analysis and Recognition, pp. 531-535, 2009.
    • (2009) Proc. Int'l Conf. Document Analysis and Recognition , pp. 531-535
    • Ding, K.1    Deng, G.2    Jin, L.3
  • 59
    • 84862652667 scopus 로고    scopus 로고
    • Handwritten chinese text recognition by integrating multiple contexts
    • Aug.
    • Q.-F. Wang, F. Yin, and C.-L. Liu, "Handwritten Chinese Text Recognition by Integrating Multiple Contexts," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 34, no. 8, pp. 1469-1481, Aug. 2012.
    • (2012) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.34 , Issue.8 , pp. 1469-1481
    • Wang, Q.-F.1    Yin, F.2    Liu, C.-L.3
  • 60
    • 77949852900 scopus 로고    scopus 로고
    • Domain adaptation problems: A DASVM classification technique and a circular validation strategy
    • May
    • L. Bruzzone and M. Marconcini, "Domain Adaptation Problems: A DASVM Classification Technique and a Circular Validation Strategy," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 32, no. 5, pp. 770-787, May 2010.
    • (2010) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.32 , Issue.5 , pp. 770-787
    • Bruzzone, L.1    Marconcini, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.