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Volumn 46, Issue 1, 2013, Pages 155-162

Online and offline handwritten Chinese character recognition: Benchmarking on new databases

Author keywords

Benchmarking; Databases; Handwritten Chinese character recognition; Offline; Online

Indexed keywords

CHINESE ACADEMY OF SCIENCES; CHINESE CHARACTERS; CHINESE HANDWRITING; CHINESE HANDWRITING RECOGNITION; DATA SETS; DISCRIMINANT FUNCTIONS; DISCRIMINATIVE FEATURE EXTRACTION; DISCRIMINATIVE LEARNING; GRADIENT DIRECTION; GRAY-SCALE IMAGES; HANDWRITTEN CHINESE CHARACTER RECOGNITION; HANDWRITTEN TEXTS; LEVEL-1; MODIFIED QUADRATIC DISCRIMINANT FUNCTIONS; NORMALIZATION METHODS; OFFLINE; OFFLINE HANDWRITTEN CHINESE CHARACTER RECOGNITION; ONLINE; STATE-OF-THE-ART METHODS; TEST ACCURACY; TRAINING SAMPLE;

EID: 84866013178     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2012.06.021     Document Type: Article
Times cited : (296)

References (32)
  • 1
    • 0027542176 scopus 로고
    • Optical recognition of Chinese characters: Advances since 1980
    • T.H. Hildebrandt, and W. Liu Optical recognition of Chinese characters: advances since 1980 Pattern Recognition 26 2 1993 205 225
    • (1993) Pattern Recognition , vol.26 , Issue.2 , pp. 205-225
    • Hildebrandt, T.H.1    Liu, W.2
  • 3
    • 42749094384 scopus 로고    scopus 로고
    • Forty years of research in character and document recognition - An industrial perspective
    • H. Fujisawa Forty years of research in character and document recognition - an industrial perspective Pattern Recognition 41 8 2008 2446 2453
    • (2008) Pattern Recognition , vol.41 , Issue.8 , pp. 2446-2453
    • Fujisawa, H.1
  • 4
    • 41549136007 scopus 로고    scopus 로고
    • Handwritten Chinese character recognition: Effects of shape normalization and feature extraction
    • S. Jaeger, D. Doermann, Springer
    • C.-L. Liu Handwritten Chinese character recognition: effects of shape normalization and feature extraction S. Jaeger, D. Doermann, Arabic and Chinese Handwriting Recognition, Lecture Notes in Computer Science vol. 4768 2008 Springer 104 128
    • (2008) Arabic and Chinese Handwriting Recognition, Lecture Notes in Computer Science , vol.4768 VOL. , pp. 104-128
    • Liu, C.-L.1
  • 5
    • 82355169298 scopus 로고    scopus 로고
    • ICDAR 2011 Chinese handwriting recognition competition
    • Beijing, China
    • C.-L. Liu, F. Yin, Q.-F. Wang, D.-H. Wang, ICDAR 2011 Chinese handwriting recognition competition, in: Proceedings of the 11th ICDAR, Beijing, China, 2011, pp. 1464-1469.
    • (2011) Proceedings of the 11th ICDAR , pp. 1464-1469
    • Liu, C.-L.1    Yin, F.2    Wang, Q.-F.3    Wang, D.-H.4
  • 8
    • 25144509599 scopus 로고    scopus 로고
    • Pseudo two-dimensional shape normalization methods for handwritten Chinese character recognition
    • C.-L. Liu, and K. Marukawa Pseudo two-dimensional shape normalization methods for handwritten Chinese character recognition Pattern Recognition 38 12 2005 2242 2255
    • (2005) Pattern Recognition , vol.38 , Issue.12 , pp. 2242-2255
    • Liu, C.-L.1    Marukawa, K.2
  • 9
    • 0242539897 scopus 로고    scopus 로고
    • Handwritten digit recognition: Investigation of normalization and feature extraction techniques
    • C.-L. Liu, K. Nakashima, H. Sako, and H. Fujisawa Handwritten digit recognition: investigation of normalization and feature extraction techniques Pattern Recognition 37 2 2004 265 279
    • (2004) Pattern Recognition , vol.37 , Issue.2 , pp. 265-279
    • Liu, C.-L.1    Nakashima, K.2    Sako, H.3    Fujisawa, H.4
  • 10
    • 34447273338 scopus 로고    scopus 로고
    • Normalization-cooperated gradient feature extraction for handwritten character recognition
    • C.-L. Liu Normalization-cooperated gradient feature extraction for handwritten character recognition IEEE Transactions on Pattern Analysis and Machine Intelligence 29 8 2007 1465 1469
    • (2007) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.29 , Issue.8 , pp. 1465-1469
    • Liu, C.-L.1
  • 11
    • 51149106621 scopus 로고    scopus 로고
    • Online Japanese character recognition using trajectory-based normalization and direction feature extraction
    • C.-L. Liu, X.-D. Zhou, Online Japanese character recognition using trajectory-based normalization and direction feature extraction, in: Proceedings of the 10th IWFHR, 2006, pp. 217-222.
    • (2006) Proceedings of the 10th IWFHR , pp. 217-222
    • Liu, C.-L.1    Zhou, X.-D.2
  • 12
    • 71249144811 scopus 로고    scopus 로고
    • An investigation of imaginary stroke technique for cursive online handwriting Chinese character recognition
    • Barcelona, Spain
    • K. Ding, G. Deng, L. Jin, An investigation of imaginary stroke technique for cursive online handwriting Chinese character recognition, in: Proceedings of the 10th ICDAR, Barcelona, Spain, 2009, pp. 531-535.
    • (2009) Proceedings of the 10th ICDAR , pp. 531-535
    • Ding, K.1    Deng, G.2    Jin, L.3
  • 14
    • 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 43 7 2010 2428 2438
    • (2010) Pattern Recognition , vol.43 , Issue.7 , pp. 2428-2438
    • Jin, X.-B.1    Liu, C.-L.2    Hou, X.3
  • 15
    • 33750713131 scopus 로고    scopus 로고
    • Building compact classifier for large character set recognition using discriminative feature extraction
    • Seoul, Korea
    • C.-L. Liu, R. Mine, M. Koga, Building compact classifier for large character set recognition using discriminative feature extraction, in: Proceedings of the 8th ICDAR, Seoul, Korea, 2005, pp. 846-850.
    • (2005) Proceedings of the 8th ICDAR , pp. 846-850
    • Liu, C.-L.1    Mine, R.2    Koga, M.3
  • 16
    • 2442596064 scopus 로고    scopus 로고
    • Discriminative learning quadratic discriminant function for handwriting recognition
    • C.-L. Liu, H. Sako, and H. Fujisawa Discriminative learning quadratic discriminant function for handwriting recognition IEEE Transactions on Neural Networks 15 2 2004 430 444
    • (2004) IEEE Transactions on Neural Networks , vol.15 , Issue.2 , pp. 430-444
    • Liu, C.-L.1    Sako, H.2    Fujisawa, H.3
  • 17
    • 71249159679 scopus 로고    scopus 로고
    • HCL2000 - A large-scale handwritten Chinese character database for handwritten character recognition
    • Barcelona, Spain
    • H. Zhang, J. Guo, G. Chen, C. Li, HCL2000 - a large-scale handwritten Chinese character database for handwritten character recognition, in: Proceedings of the 10th ICDAR, Barcelona, Spain, 2009, pp. 286-290.
    • (2009) Proceedings of the 10th ICDAR , pp. 286-290
    • Zhang, H.1    Guo, J.2    Chen, G.3    Li, C.4
  • 18
    • 33947384564 scopus 로고    scopus 로고
    • Handwritten character recognition using gradient feature and quadratic classifier with multiple discrimination schemes
    • H. Liu, X. Ding, Handwritten character recognition using gradient feature and quadratic classifier with multiple discrimination schemes, in: Proceedings of the 8th ICDAR, 2005, pp. 19-23.
    • (2005) Proceedings of the 8th ICDAR , pp. 19-23
    • Liu, H.1    Ding, X.2
  • 19
    • 0742294196 scopus 로고    scopus 로고
    • Collection and analysis of on-line handwritten Japanese character patterns
    • K. Matsumoto, T. Fukushima, M. Nakagawa, Collection and analysis of on-line handwritten Japanese character patterns, in: Proceedings of the 6th ICDAR, 2001, pp. 496-500.
    • (2001) Proceedings of the 6th ICDAR , pp. 496-500
    • Matsumoto, K.1    Fukushima, T.2    Nakagawa, M.3
  • 20
    • 79952102560 scopus 로고    scopus 로고
    • SCUT-COUCH2009 - A comprehensive online unconstrained Chinese handwriting database and benchmark evaluation
    • L. Jin, Y. Gao, G. Liu, Y. Li, and K. Ding SCUT-COUCH2009 - a comprehensive online unconstrained Chinese handwriting database and benchmark evaluation International Journal on Document Analysis and Recognition 14 1 2011 53 64
    • (2011) International Journal on Document Analysis and Recognition , vol.14 , Issue.1 , pp. 53-64
    • Jin, L.1    Gao, Y.2    Liu, G.3    Li, Y.4    Ding, K.5
  • 21
    • 68249083817 scopus 로고    scopus 로고
    • A new benchmark on the recognition of handwritten Bangla and Farsi numeral characters
    • C.-L. Liu, and C.Y. Suen A new benchmark on the recognition of handwritten Bangla and Farsi numeral characters Pattern Recognition, 42 12 2009 3287 3295
    • (2009) Pattern Recognition , vol.42 , Issue.12 , pp. 3287-3295
    • Liu, C.-L.1    Suen, C.Y.2
  • 22
    • 0024171115 scopus 로고
    • Classification of handprinted Chinese characters using non-linear normalization and correlation methods
    • Rome
    • J. Tsukumo, H. Tanaka, Classification of handprinted Chinese characters using non-linear normalization and correlation methods, in: Proceedings of the 9th ICPR, Rome, 1988, pp. 168-171.
    • (1988) Proceedings of the 9th ICPR , pp. 168-171
    • Tsukumo, J.1    Tanaka, H.2
  • 23
    • 0742311729 scopus 로고    scopus 로고
    • Handwritten Chinese character recognition: Alternatives to nonlinear normalization
    • Edinburgh, Scotland
    • C.-L. Liu, H. Sako, H. Fujisawa, Handwritten Chinese character recognition: alternatives to nonlinear normalization, in: Proceedings of the 7th ICDAR, Edinburgh, Scotland, 2003, pp. 524-528.
    • (2003) Proceedings of the 7th ICDAR , pp. 524-528
    • Liu, C.-L.1    Sako, H.2    Fujisawa, H.3
  • 24
    • 0031061906 scopus 로고    scopus 로고
    • The Box-Cox metric for nearest neighbor classification improvement
    • R.V.D. Heiden, and F.C.A. Gren The Box-Cox metric for nearest neighbor classification improvement Pattern Recognition 30 2 1997 273 279
    • (1997) Pattern Recognition , vol.30 , Issue.2 , pp. 273-279
    • Heiden, R.V.D.1    Gren, F.C.A.2
  • 25
    • 0025540140 scopus 로고
    • Improved versions of learning vector quantization
    • Washington, DC
    • T. Kohonen, Improved versions of learning vector quantization, in: Proceedings of the 1990 IJCNN, Washington, DC, vol. I, 1990, pp. 545-550.
    • (1990) Proceedings of the 1990 IJCNN , vol.1 , pp. 545-550
    • Kohonen, T.1
  • 27
    • 34047229533 scopus 로고    scopus 로고
    • High accuracy handwritten Chinese character recognition using quadratic classifiers with discriminative feature extraction
    • C.-L. Liu, High accuracy handwritten Chinese character recognition using quadratic classifiers with discriminative feature extraction, in: Proceedings of the 18th ICPR, Hong Kong, vol. 2, 2006, pp. 942-945.
    • (2006) Proceedings of the 18th ICPR, Hong Kong , vol.2 , pp. 942-945
    • Liu, C.-L.1
  • 28
    • 48149088783 scopus 로고    scopus 로고
    • High accuracy handwritten Chinese character recognition using LDA-based compound distances
    • T.-F. Gao, and C.-L. Liu High accuracy handwritten Chinese character recognition using LDA-based compound distances Pattern Recognition 42 11 2008 3442 3451
    • (2008) Pattern Recognition , vol.42 , Issue.11 , pp. 3442-3451
    • Gao, T.-F.1    Liu, C.-L.2
  • 29
    • 70449710788 scopus 로고    scopus 로고
    • Recognition of handwritten Chinese characters by critical region analysis
    • K.C. Leung, and C.H. Leung Recognition of handwritten Chinese characters by critical region analysis Pattern Recognition 43 3 2010 949 961
    • (2010) Pattern Recognition , vol.43 , Issue.3 , pp. 949-961
    • Leung, K.C.1    Leung, C.H.2
  • 30
    • 44449172959 scopus 로고    scopus 로고
    • Building compact MQDF classifier for large character set recognition by subspace distribution sharing
    • T. Long, and L. Jin Building compact MQDF classifier for large character set recognition by subspace distribution sharing Pattern Recognition 41 9 2008 2916 2925
    • (2008) Pattern Recognition , vol.41 , Issue.9 , pp. 2916-2925
    • Long, T.1    Jin, L.2
  • 31
    • 80052042179 scopus 로고    scopus 로고
    • Building compact recognizers of handwritten Chinese characters using precision constrained Gaussian model, minimum classification error training and parameter compression
    • Y. Wang, and Q. Huo Building compact recognizers of handwritten Chinese characters using precision constrained Gaussian model, minimum classification error training and parameter compression International Journal on Document Analysis and Recognition 14 3 2011 255 262
    • (2011) International Journal on Document Analysis and Recognition , vol.14 , Issue.3 , pp. 255-262
    • Wang, Y.1    Huo, Q.2
  • 32
    • 82355160604 scopus 로고    scopus 로고
    • MQDF discriminative learning based offline handwritten Chinese character recognition
    • Beijing, China
    • Y. Wang, X. Ding, C. Liu, MQDF discriminative learning based offline handwritten Chinese character recognition, in: Proceedings of the 11th ICDAR, Beijing, China, 2011, pp. 1100-1104.
    • (2011) Proceedings of the 11th ICDAR , pp. 1100-1104
    • Wang, Y.1    Ding, X.2    Liu, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.