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Volumn 1857 LNCS, Issue , 2000, Pages 52-66

Multiple classifier combination methodologies for different output levels

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER SCIENCE; COMPUTERS;

EID: 84867045064     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45014-9_5     Document Type: Conference Paper
Times cited : (94)

References (42)
  • 1
    • 0033220742 scopus 로고    scopus 로고
    • Experimental evaluation of expert fusion strategies
    • F. M. Alkoot and J. Kittler. Experimental evaluation of expert fusion strategies. Pattern Recognition Letters, 20:1352-1369, 1999.
    • (1999) Pattern Recognition Letters , vol.20 , pp. 1352-1369
    • Alkoot, F.M.1    Kittler, J.2
  • 3
    • 22444452953 scopus 로고    scopus 로고
    • Dual classifier system for handprinted alphanumeric character recognition
    • Y.-C. Chim, A. A. Kassim, and Y. Ibrahim. Dual classifier system for handprinted alphanumeric character recognition. Pattern Analysis and Applications, 1:155-162, 1998.
    • (1998) Pattern Analysis and Applications , vol.1 , pp. 155-162
    • Chim, Y.-C.1    Kassim, A.A.2    Ibrahim, Y.3
  • 5
    • 0041622627 scopus 로고
    • Statistical combination of multiple classifier adapted on image parts
    • Nantes, France
    • J. Franke. Statistical combination of multiple classifier adapted on image parts. In Proc. 1st European Meeting on Postal Technology (JET POSTE), pages 566-572, Nantes, France, 1993.
    • (1993) Proc. 1st European Meeting on Postal Technology (JET POSTE) , pp. 566-572
    • Franke, J.1
  • 6
    • 0005024123 scopus 로고
    • Writing style detection by statistical combination of classifiers in form reader applications
    • Tsukuba, Japan, Oct.
    • J. Franke and M. Oberlander. Writing style detection by statistical combination of classifiers in form reader applications. In Proc. 2nd Int. Conf. on Document Analysis and Recognition, pages 581-584, Tsukuba, Japan, Oct. 1993.
    • (1993) Proc. 2nd Int. Conf. on Document Analysis and Recognition , pp. 581-584
    • Franke, J.1    Oberlander, M.2
  • 9
    • 0001373748 scopus 로고    scopus 로고
    • HMM-KNN word recognition engine for bank cheque processing
    • Brisbane, Australia, August
    • D. Guillevic and C. Y. Suen. HMM-KNN word recognition engine for bank cheque processing. In Proc. 14th ICPR, pages II: 1526-1529, Brisbane, Australia, August 1998.
    • (1998) Proc. 14th ICPR , vol.2 , pp. 1526-1529
    • Guillevic, D.1    Suen, Y.C.2
  • 10
    • 0032139235 scopus 로고    scopus 로고
    • The random subspace method for constructing decision forests
    • T. K. Ho. The random subspace method for constructing decision forests. IEEE Trans. PAMI, 20(8):832-844, 1998.
    • (1998) IEEE Trans. PAMI , vol.20 , Issue.8 , pp. 832-844
    • Ho, T.K.1
  • 11
    • 0028259890 scopus 로고
    • Decision combination in multiple classifier systems
    • T. K. Ho, J. J. Hull, and S. N. Srihari. Decision combination in multiple classifier systems. IEEE Trans. PAMI, 16:66-75, 1994.
    • (1994) IEEE Trans. PAMI , vol.16 , pp. 66-75
    • Ho, T.K.1    Hull, J.J.2    Srihari, S.N.3
  • 12
    • 0000974710 scopus 로고    scopus 로고
    • Adaptive coordination of multiple classifiers
    • J.J. Hull and S.L. Taylor, editors World Scientific
    • T.K. Ho. Adaptive coordination of multiple classifiers. In J.J. Hull and S.L. Taylor, editors, Document Analysis Systems II, pages 371-384. World Scientific, 1998.
    • (1998) Document Analysis Systems II , pp. 371-384
    • Ho, T.K.1
  • 13
    • 9344233188 scopus 로고    scopus 로고
    • A multi-layered corroboration-based check reader
    • J.J. Hull and S.L. Taylor, editors World Scientific
    • G.F. Houle, D.B. Aragon, R.W. Smith, M. Shridhar, and D. Kimura. A multi-layered corroboration-based check reader. In J.J. Hull and S.L. Taylor, editors, Document Analysis Systems II, pages 495-546. World Scientific, 1998.
    • (1998) Document Analysis Systems II , pp. 495-546
    • Houle, G.F.1    Aragon, D.B.2    Smith, R.W.3    Shridhar, M.4    Kimura, D.5
  • 14
    • 0029230267 scopus 로고
    • Combination of multiple experts for the recognition of unconstrained handwritten numerals
    • Y. S. Huang and C. Y. Suen. Combination of multiple experts for the recognition of unconstrained handwritten numerals. IEEE Trans. Pattern Anal. Mach. Intell., 17:90-94, 1995.
    • (1995) IEEE Trans. Pattern Anal. Mach. Intell. , vol.17 , pp. 90-94
    • Huang, Y.S.1    Suen, C.Y.2
  • 16
    • 0033220737 scopus 로고    scopus 로고
    • Combining multiple matches for a high security fingerprint verification system
    • A. K. Jain, S. Prabhakar, and S. Chen. Combining multiple matches for a high security fingerprint verification system. Pattern Recognition Letters, 20:1371-1379, 1999.
    • (1999) Pattern Recognition Letters , vol.20 , pp. 1371-1379
    • Jain, A.K.1    Prabhakar, S.2    Chen, S.3
  • 17
    • 0030736561 scopus 로고    scopus 로고
    • Combinations of weak classifiers
    • C. Ji and S. Ma. Combinations of weak classifiers. IEEE Trans. Neural Networks, 8(1):32-42, 1997.
    • (1997) IEEE Trans. Neural Networks , vol.8 , Issue.1 , pp. 32-42
    • Ji, C.1    Ma, S.2
  • 18
    • 0031169205 scopus 로고    scopus 로고
    • Optimal approximation of discrete probability distribution with kth-order dependency and its application to combining multiple classifiers
    • H.-J. Kang, K. Kim, and J. H. Kim. Optimal approximation of discrete probability distribution with kth-order dependency and its application to combining multiple classifiers. Pattern Recognition Letters, 18:515-523, 1997.
    • (1997) Pattern Recognition Letters , vol.18 , pp. 515-523
    • Kang, H.-J.1    Kim, K.2    Kim, J.H.3
  • 19
    • 37949009754 scopus 로고    scopus 로고
    • Combining classifiers based on minimization of a bayes error rate
    • Bangalore, India, Sept.
    • H.-J. Kang and S.-W. Lee. Combining classifiers based on minimization of a Bayes error rate. In Proc. Fifth Int. Conf. on Document Analysis and Recognition, pages 398-401, Bangalore, India, Sept. 1999.
    • (1999) Proc. Fifth Int. Conf. on Document Analysis and Recognition , pp. 398-401
    • Kang, H.-J.1    Lee, S.-W.2
  • 20
    • 0032638722 scopus 로고    scopus 로고
    • A dependency-based framework of combining multiple experts for the recognition of unconstrained handwritten numerals
    • Fort Collins, Colorado, USA, June
    • H.-J. Kang and S.-W. Lee. A dependency-based framework of combining multiple experts for the recognition of unconstrained handwritten numerals. In Proc. 1999 IEEE Computer Society Conf. on Computer Vision and Pattern Recognition, pages 124-129, Fort Collins, Colorado, USA, June 1999.
    • (1999) Proc. 1999 IEEE Computer Society Conf. on Computer Vision and Pattern Recognition , pp. 124-129
    • Kang, H.-J.1    Lee, S.-W.2
  • 21
    • 34147139622 scopus 로고    scopus 로고
    • A methodology of combining HMM and MLP classifiers for cursive word recognition
    • Barcelona, Spain, Sept. To appear
    • J. H. Kim, K. K. Kim, C. P. Nadal, and C. Y. Suen. A methodology of combining HMM and MLP classifiers for cursive word recognition. In Proc. 15th Int. Conf. on Pattern Recognition, Barcelona, Spain, Sept. 2000. To appear.
    • (2000) Proc. 15th Int. Conf. on Pattern Recognition
    • Kim, J.H.1    Kim, K.K.2    Nadal, C.P.3    Suen, C.Y.4
  • 23
    • 22444454265 scopus 로고    scopus 로고
    • Combining classifiers: A theoretical framework
    • J. Kittler. Combining classifiers: a theoretical framework. Pattern Analysis and Applications, 1:18-27, 1998.
    • (1998) Pattern Analysis and Applications , vol.1 , pp. 18-27
    • Kittler, J.1
  • 24
    • 0032021555 scopus 로고    scopus 로고
    • On combining classifiers
    • J. Kittler. On combining classifiers. IEEE Trans. PAMI, 20(3):226-239, 1998.
    • (1998) IEEE Trans. PAMI , vol.20 , Issue.3 , pp. 226-239
    • Kittler, J.1
  • 25
    • 1642284919 scopus 로고    scopus 로고
    • Pattern classification: Fusion of information
    • Plymouth, UK, November
    • J. Kittler. Pattern classification: fusion of information. In Proc. Int. Conf. on Advances in Pattern Recognition, pages 13-22, Plymouth, UK, November 1998.
    • (1998) Proc. Int. Conf. on Advances in Pattern Recognition , pp. 13-22
    • Kittler, J.1
  • 27
    • 0000585301 scopus 로고    scopus 로고
    • MergeLayouts - Overcoming faulty segmentations by a comprehensive voting of commercial OCR devices
    • Bangalore, India, Sept.
    • S. Klink and T. Jager. MergeLayouts - overcoming faulty segmentations by a comprehensive voting of commercial OCR devices. In Proc. Fifth Int. Conf. on Document Analysis and Recognition, pages 386-389, Bangalore, India, Sept. 1999.
    • (1999) Proc. Fifth Int. Conf. on Document Analysis and Recognition , pp. 386-389
    • Klink, S.1    Jager, T.2
  • 29
    • 11744350325 scopus 로고    scopus 로고
    • Differentiating between oriental and european scripts by statistical features
    • L. Lam, J. Ding, and C. Y. Suen. Differentiating between Oriental and European scripts by statistical features. Int. J. Pattern Recogn. and Artificial Intell., 12(1):63-79, 1998.
    • (1998) Int. J. Pattern Recogn. and Artificial Intell. , vol.12 , Issue.1 , pp. 63-79
    • Lam, L.1    Ding, J.2    Suen, C.Y.3
  • 30
    • 0031238275 scopus 로고    scopus 로고
    • Application of majority voting to pattern recognition: An analysis of its behavior and performance
    • L. Lam and C. Y. Suen. Application of majority voting to pattern recognition: an analysis of its behavior and performance. IEEE Trans. Systems, Man, and Cybernetics, 27(5):553-568, 1997.
    • (1997) IEEE Trans. Systems, Man, and Cybernetics , vol.27 , Issue.5 , pp. 553-568
    • Lam, L.1    Suen, C.Y.2
  • 31
    • 0029373189 scopus 로고
    • Optimal combinations of pattern classifiers
    • L. Lam and C.Y. Suen. Optimal combinations of pattern classifiers. Pattern Recognition Letters, 16:945-954, 1995.
    • (1995) Pattern Recognition Letters , vol.16 , pp. 945-954
    • Lam, L.1    Suen, C.Y.2
  • 32
    • 0002231472 scopus 로고    scopus 로고
    • Language identification in complex, unoriented, and degraded document images
    • Malvern, Penn., USA, October
    • D.-S. Lee, C. R. Nohl, and H. S. Baird. Language identification in complex, unoriented, and degraded document images. In Proc. IAPR Workshop on Document Analysis Systems, pages 76-98, Malvern, Penn., USA, October 1996.
    • (1996) Proc. IAPR Workshop on Document Analysis Systems , pp. 76-98
    • Lee, D.-S.1    Nohl, C.R.2    Baird, H.S.3
  • 34
    • 85012722936 scopus 로고
    • Combining the classification results of independent classifiers based on the dempster/shafer theory of evidenc
    • E.S. Geselma and L.N. Kanal, editors North Holland, Amsterdam
    • E. Mandler and J. Schuermann. Combining the classification results of independent classifiers based on the Dempster/Shafer theory of evidenc. In E.S. Geselma and L.N. Kanal, editors, Pattern Recognition and Artificial Intelligence, pages 381-393. North Holland, Amsterdam, 1988.
    • (1988) Pattern Recognition and Artificial Intelligence , pp. 381-393
    • Mandler, E.1    Schuermann, J.2
  • 35
    • 0005413695 scopus 로고    scopus 로고
    • Multiple recognizer combination topologies
    • M.L. Simner, C.G. Leedham, and A.J.W.M. Thomasson, editors IOS Press
    • R.K. Powalka, N. Sherkat, and R.J. Whitrow. Multiple recognizer combination topologies. In M.L. Simner, C.G. Leedham, and A.J.W.M. Thomasson, editors, Handwriting and Drawing Research: Basic and Applied Issues, pages 329-342. IOS Press, 1996.
    • (1996) Handwriting and Drawing Research: Basic and Applied Issues , pp. 329-342
    • Powalka, R.K.1    Sherkat, N.2    Whitrow, R.J.3
  • 36
    • 0032167288 scopus 로고    scopus 로고
    • An evaluation of multi-expert configurations for the recognition of handwritten numerals
    • A.F.R. Rahman and M.C. Fairhurst. An evaluation of multi-expert configurations for the recognition of handwritten numerals. Pattern Recognition, 31(9):1255-1273, 1998.
    • (1998) Pattern Recognition , vol.31 , Issue.9 , pp. 1255-1273
    • Rahman, A.F.R.1    Fairhurst, M.C.2
  • 37
    • 0033463754 scopus 로고    scopus 로고
    • Serial combination of multiple experts: A unified evaluation
    • F.R. Rahman and M. C. Fairhurst. Serial combination of multiple experts: a unified evaluation. Pattern Analysis and Applications, 2:292-311, 1999.
    • (1999) Pattern Analysis and Applications , vol.2 , pp. 292-311
    • Rahman, F.R.1    Fairhurst, M.C.2
  • 38
    • 38049180282 scopus 로고
    • Combination of different systems for the recognition of handwritten digits
    • Copenhagen, Aug.
    • A. A. Spanjersberg. Combination of different systems for the recognition of handwritten digits. In Proc. 2nd Int. Joint Conf. on Pattern Recognition, pages 208-209, Copenhagen, Aug. 1974.
    • (1974) Proc. 2nd Int. Joint Conf. on Pattern Recognition , pp. 208-209
    • Spanjersberg, A.A.1
  • 39
    • 0001572787 scopus 로고
    • Recognition of totally unconstrained handwritten numerals based on the concept of multiple experts
    • Montréal, Canada, April
    • C.Y. Suen, C. Nadal, T.A. Mai, R. Legault, and L. Lam. Recognition of totally unconstrained handwritten numerals based on the concept of multiple experts. In Proc. Int. Workshop on Frontiers in Handwriting Recognition, pages 131-143, Montréal, Canada, April 1990.
    • (1990) Proc. Int. Workshop on Frontiers in Handwriting Recognition , pp. 131-143
    • Suen, C.Y.1    Nadal, C.2    Mai, T.A.3    Legault, R.4    Lam, L.5
  • 40
    • 0032137270 scopus 로고    scopus 로고
    • Use of fuzzy-logic-inspired features to improve bacterial recognition through classifier fusion
    • D. Wang, J. M. Keller, C.A. Carson, K.K. McAdoo-Edwards, and C. W. Bailey. Use of fuzzy-logic-inspired features to improve bacterial recognition through classifier fusion. IEEE Trans. SMC, 28B(4):583-591, 1998.
    • (1998) IEEE Trans. SMC , vol.28 B , Issue.4 , pp. 583-591
    • Wang, D.1    Keller, J.M.2    Carson, C.A.3    McAdoo-Edwards, K.K.4    Bailey, C.W.5
  • 41
    • 18044376095 scopus 로고    scopus 로고
    • Advances in document classification by voting of competitive approaches
    • World Scientific
    • C. Wenzel, S. Baumann, and T. Jager. Advances in document classification by voting of competitive approaches. In Document Analysis Systems II, pages 385-405. World Scientific, 1998.
    • (1998) Document Analysis Systems II , pp. 385-405
    • Wenzel, C.1    Baumann, S.2    Jager, T.3
  • 42
    • 0026860706 scopus 로고
    • Methods of combining multiple classifiers and their application to handwritten numeral recognition
    • L. Xu, A. Krzyzak, and C. Y. Suen. Methods of combining multiple classifiers and their application to handwritten numeral recognition. IEEE Trans. Systems, Man, and Cybernetics, 22:418-435, 1992.
    • (1992) IEEE Trans. Systems, Man, and Cybernetics , vol.22 , pp. 418-435
    • Xu, L.1    Krzyzak, A.2    Suen, C.Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.