메뉴 건너뛰기




Volumn 1, Issue 3, 2012, Pages 173-190

Optical music recognition: state-of-the-art and open issues

Author keywords

Computer music; Image processing; Machine learning; Music performance

Indexed keywords


EID: 84984956369     PISSN: 21926611     EISSN: 2192662X     Source Type: Journal    
DOI: 10.1007/s13735-012-0004-6     Document Type: Article
Times cited : (225)

References (104)
  • 3
    • 4744344863 scopus 로고    scopus 로고
    • The challenge of optical music recognition
    • Bainbridge D, Bell T (2001) The challenge of optical music recognition. Comput Hum 35(2):95–121
    • (2001) Comput Hum , vol.35 , Issue.2 , pp. 95-121
    • Bainbridge, D.1    Bell, T.2
  • 4
    • 0037318750 scopus 로고    scopus 로고
    • A music notation construction engine for optical music recognition
    • Bainbridge D, Bell T (2003) A music notation construction engine for optical music recognition. Softw Pract Exp 33(2):173–200
    • (2003) Softw Pract Exp , vol.33 , Issue.2 , pp. 173-200
    • Bainbridge, D.1    Bell, T.2
  • 6
    • 34247386743 scopus 로고    scopus 로고
    • Assessing optical music recognition tools
    • Bellini P, Bruno I, Nesi P (2007) Assessing optical music recognition tools. Comput Music J 31:68–93
    • (2007) Comput Music J , vol.31 , pp. 68-93
    • Bellini, P.1    Bruno, I.2    Nesi, P.3
  • 8
    • 85019135933 scopus 로고
    • Dynamic thresholding of grey-level images Multi-pass approach to adaptive thresholding based image segmentation
    • In: Bieniecki W, Grabowski S (eds) Bernsen J
    • Bernsen J (2005) Dynamic thresholding of grey-level images, 1986. In: Bieniecki W, Grabowski S (eds) Multi-pass approach to adaptive thresholding based image segmentation. In: Proceedings of the 8th international IEEE conference CADSM
    • (1986) In: Proceedings of the 8th international IEEE conference CADSM
  • 9
    • 0000432628 scopus 로고
    • A critical survey of music image analysis
    • Baird HS, Bunke H, Yamamoto K, (eds), Springer, Berlin
    • Blostein D, Baird HS (1992) A critical survey of music image analysis. In: Baird HS, Bunke H, Yamamoto K (eds) Structured document image analysis. Springer, Berlin, pp 405–434
    • (1992) Structured document image analysis , pp. 405-434
    • Blostein, D.1    Baird, H.S.2
  • 10
    • 0029669423 scopus 로고    scopus 로고
    • Minimum cross-entropy threshold selection
    • Brink AD, Pendock NE (1996) Minimum cross-entropy threshold selection. Pattern Recognit 29(1):179–188
    • (1996) Pattern Recognit , vol.29 , Issue.1 , pp. 179-188
    • Brink, A.D.1    Pendock, N.E.2
  • 18
    • 0000432628 scopus 로고
    • Automatic recognition of printed music in the context of electronic publishing, 1989. A critical survey of music image analysis
    • Blostein D, Baird H, (eds), Springer, Heidelberg
    • Carter NP (1992) Automatic recognition of printed music in the context of electronic publishing, 1989. A critical survey of music image analysis. In: Blostein D, Baird H (eds) Structured document image analysis. Springer, Heidelberg, pp 405–434
    • (1992) Structured document image analysis , pp. 405-434
    • Carter, N.P.1
  • 19
    • 36749091932 scopus 로고    scopus 로고
    • A double-threshold image binarization method based on edge detector
    • Chen Q, Sun Q, Heng P, Xia D (2008) A double-threshold image binarization method based on edge detector. Pattern Recognit 41(4):1254–1267
    • (2008) Pattern Recognit , vol.41 , Issue.4 , pp. 1254-1267
    • Chen, Q.1    Sun, Q.2    Heng, P.3    Xia, D.4
  • 30
    • 85019074587 scopus 로고    scopus 로고
    • Reading sheet music. Master’s thesis
    • Technology and Medicine: University of London
    • Desaedeleer AF (2006) Reading sheet music. Master’s thesis, Imperial College London, Technology and Medicine, University of London
    • (2006) Imperial College London
    • Desaedeleer, A.F.1
  • 39
    • 0032880574 scopus 로고    scopus 로고
    • A new thresholding technique based on random sets
    • Friel N, Molchanov I (1999) A new thresholding technique based on random sets. Pattern Recognit 32(9):1507–1517
    • (1999) Pattern Recognit , vol.32 , Issue.9 , pp. 1507-1517
    • Friel, N.1    Molchanov, I.2
  • 47
    • 33746195184 scopus 로고    scopus 로고
    • Optical music recognition: the case study of pattern recognition
    • Kurzynski M, Puchala E, Wozniak M, zolnierek A, (eds), Springer, Heidelberg
    • Homenda W (2005) Optical music recognition: the case study of pattern recognition. In: Kurzynski M, Puchala E, Wozniak M, zolnierek A (eds) Computer recognition systems. Advances in soft computing, vol 30. Springer, Heidelberg, pp 835–842
    • (2005) Computer recognition systems. Advances in soft computing, Vol 30 , pp. 835-842
    • Homenda, W.1
  • 48
  • 49
    • 0028867982 scopus 로고
    • Image thresholding by minimizing the measures of fuzziness
    • Huang LK, Wang MJJ (1995) Image thresholding by minimizing the measures of fuzziness. Pattern Recognit 28(1):41–51
    • (1995) Pattern Recognit , vol.28 , Issue.1 , pp. 41-51
    • Huang, L.K.1    Wang, M.J.J.2
  • 50
    • 0031335116 scopus 로고    scopus 로고
    • Representation and recognition of handwritten digits using deformable templates
    • Jain AK, Zongker D (1997) Representation and recognition of handwritten digits using deformable templates. IEEE Trans Pattern Anal Mach Intell 19(12):1386–1391
    • (1997) IEEE Trans Pattern Anal Mach Intell , vol.19 , Issue.12 , pp. 1386-1391
    • Jain, A.K.1    Zongker, D.2
  • 51
    • 84873628280 scopus 로고    scopus 로고
    • Ng K (2008) Optical music imaging: music document digitisation, recognition, evaluation, and restoration
    • IGI Global, Hershey
    • Jones G, Ong B, Bruno I, Ng K (2008) Optical music imaging: music document digitisation, recognition, evaluation, and restoration. In: Interactive multimedia music technologies. IGI Global, Hershey, pp 50–79
    • Interactive multimedia music technologies , pp. 50-79
    • Jones, G.1    Ong, B.2    Bruno, I.3
  • 52
    • 0022266928 scopus 로고
    • A new method for gray-level picture thresholding using the entropy of the histogram
    • Kapur J, Sahoo P, Wong A (1985) A new method for gray-level picture thresholding using the entropy of the histogram. Comput Vis Graph Image Process 29(3):273–285
    • (1985) Comput Vis Graph Image Process , vol.29 , Issue.3 , pp. 273-285
    • Kapur, J.1    Sahoo, P.2    Wong, A.3
  • 60
    • 0000432628 scopus 로고
    • Automatic analysis of music score images, 1982. A critical survey of music image analysis
    • Blostein D, Baird H, (eds), Springer, Heidelberg
    • Mahoney JV (1992) Automatic analysis of music score images, 1982. A critical survey of music image analysis. In: Blostein D, Baird H (eds) Structured document image analysis. Springer, Heidelberg, pp 405–434
    • (1992) Structured document image analysis , pp. 405-434
    • Mahoney, J.V.1
  • 61
    • 34247357527 scopus 로고    scopus 로고
    • Format of ground truth data used in the evaluation of the results of an optical music recognition system
    • Miyao H, Haralick RM (2000) Format of ground truth data used in the evaluation of the results of an optical music recognition system. In: IAPR workshop on document analysis systems, pp 497–506
    • (2000) In: IAPR workshop on document analysis systems , pp. 497-506
    • Miyao, H.1    Haralick, R.M.2
  • 62
    • 0030149053 scopus 로고    scopus 로고
    • Note symbol extraction for printed piano scores using neural networks. IEICE Trans Inform Syst E79-D:548–554
    • Miyao H, Nakano Y (1996) Note symbol extraction for printed piano scores using neural networks. IEICE Trans Inform Syst E79-D:548–554. ISSN: 0916–8532
    • (1996) ISSN , pp. 0916-8532
    • Miyao, H.1    Nakano, Y.2
  • 63
    • 41749121302 scopus 로고    scopus 로고
    • Stave extraction for printed music scores using DP matching
    • Miyao H, Okamoto M (2004) Stave extraction for printed music scores using DP matching. J Adv Comput Intell Intell Inform 8:208–215
    • (2004) J Adv Comput Intell Intell Inform , vol.8 , pp. 208-215
    • Miyao, H.1    Okamoto, M.2
  • 64
  • 65
    • 77949424696 scopus 로고    scopus 로고
    • Optical music analysis for printed music score and handwritten music manuscript
    • Idea Group Inc., Hershey
    • Ng K (2004b) Optical music analysis for printed music score and handwritten music manuscript. In: George S (ed) Visual perception of music notation: on-line and off-line recognition. Idea Group Inc., Hershey, pp 108–127
    • (2004) Visual perception of music notation: on-line and off-line recognition , pp. 108-127
    • Ng, K.1    George, S.2
  • 66
    • 0030079954 scopus 로고    scopus 로고
    • Recognition and reconstruction of primitives in music scores
    • Ng K, Boyle R (1996) Recognition and reconstruction of primitives in music scores. Image Vis Comput 14(1):39–46
    • (1996) Image Vis Comput , vol.14 , Issue.1 , pp. 39-46
    • Ng, K.1    Boyle, R.2
  • 69
    • 84945896260 scopus 로고
    • Comparison of some thresholding algorithms for text/background segmentation in difficult document images
    • Niblack W
    • Niblack W (2003) An introduction to digital image processing, 1986. Comparison of some thresholding algorithms for text/background segmentation in difficult document images. In: Leedham G, Yan C, Takru K, Tan J, Mian L (eds) Proceedings of the seventh international conference on document analysis and recognition, pp 859–864
    • (1986) Proceedings of the seventh international conference on document analysis and recognition , pp. 859-864
    • Leedham, G.1    Yan, C.2
  • 70
    • 0018306059 scopus 로고
    • A threshold selection method from gray-level histograms
    • Otsu N (1979) A threshold selection method from gray-level histograms. IEEE Trans Syst Man Cybern 9(1):62–66
    • (1979) IEEE Trans Syst Man Cybern , vol.9 , Issue.1 , pp. 62-66
    • Otsu, N.1
  • 73
    • 0000432628 scopus 로고
    • Computer pattern recognition of standard engraved music notation, 1970. A critical survey of music image analysis
    • Blostein D, Baird H, (eds), Springer, Heidelberg
    • Prerau D (1992) Computer pattern recognition of standard engraved music notation, 1970. A critical survey of music image analysis. In: Blostein D, Baird H (eds) Structured document image analysis. Springer, Heidelberg, pp 405–434
    • (1992) Structured document image analysis , pp. 405-434
    • Prerau, D.1
  • 74
    • 0000432628 scopus 로고
    • Optical music recognition using projections, 1988. A critical survey of music image analysis
    • Blostein D, Baird H, (eds), Springer, Heidelberg
    • Prerau D (1992) Optical music recognition using projections, 1988. A critical survey of music image analysis. In: Blostein D, Baird H (eds) Structured document image analysis. Springer, Heidelberg, pp 405–434
    • (1992) Structured document image analysis , pp. 405-434
    • Prerau, D.1
  • 75
    • 0000432628 scopus 로고
    • Automatic recognition of sheet music, 1966. A critical survey of music image analysis
    • Blostein D, Baird H, (eds), Springer, Heidelberg
    • Pruslin D (1992) Automatic recognition of sheet music, 1966. A critical survey of music image analysis. In: Blostein D, Baird H (eds) Structured document image analysis. Springer, Heidelberg, pp 405–434
    • (1992) Structured document image analysis , pp. 405-434
    • Pruslin, D.1
  • 77
    • 36348953254 scopus 로고    scopus 로고
    • Goal-directed evaluation for the improvement of optical music recognition on early music printsdigital libraries. ACM
    • Pugin L, Burgoyne J, Fujinaga I (2007a) Goal-directed evaluation for the improvement of optical music recognition on early music prints. In: Proceedings of the 7th ACM/IEEE-CS joint conference on digital libraries. ACM, pp 303–304
    • (2007) In: Proceedings of the 7th ACM/IEEE-CS joint conference on , pp. 303-304
    • Pugin, L.1    Burgoyne, J.2    Fujinaga, I.3
  • 81
    • 85019168534 scopus 로고    scopus 로고
    • New methodologies torwads an automatic optical recognition of handwritten musical scores. Master’s thesis, School of Sciences
    • Rebelo A (2008) New methodologies torwads an automatic optical recognition of handwritten musical scores. Master’s thesis, School of Sciences, University of Porto
    • (2008) University of Porto
    • Rebelo, A.1
  • 87
    • 84992933850 scopus 로고    scopus 로고
    • Recommended best practices for digital image capture of musical scores
    • Riley J, Fujinaga I (2003) Recommended best practices for digital image capture of musical scores. OCLC Syst Serv 19(2):62–69
    • (2003) OCLC Syst Serv , vol.19 , Issue.2 , pp. 62-69
    • Riley, J.1    Fujinaga, I.2
  • 88
    • 0000432628 scopus 로고
    • Using domain knowledge in low-level visual processing to interpret handwritten music: an experiment, 1988. A critical survey of music image analysis
    • Springer, Heidelberg
    • Roach JW, Tatem JE (1992) Using domain knowledge in low-level visual processing to interpret handwritten music: an experiment, 1988. A critical survey of music image analysis. In: Blostein D, Baird H (eds) Structured document image analysis. Springer, Heidelberg, pp 405–434
    • (1992) Structured document image analysis , pp. 405-434
    • Roach, J.W.1    Tatem, J.E.2    Blostein, D.3    Baird, H.4
  • 89
    • 33846187751 scopus 로고    scopus 로고
    • Robust and adaptive OMR system including fuzzy modeling, fusion of musical rules, and possible error detection
    • Rossant F, Bloch I (2007) Robust and adaptive OMR system including fuzzy modeling, fusion of musical rules, and possible error detection. EURASIP J Appl Signal Process 2007(1):160
    • (2007) EURASIP J Appl Signal Process , vol.2007 , Issue.1 , pp. 160
    • Rossant, F.1    Bloch, I.2
  • 90
    • 0030824981 scopus 로고    scopus 로고
    • Threshold selection using renyi’s entropy
    • Sahoo P, Wilkins C, Yeager J (1997) Threshold selection using renyi’s entropy. Pattern Recognit 30(1):71–84
    • (1997) Pattern Recognit , vol.30 , Issue.1 , pp. 71-84
    • Sahoo, P.1    Wilkins, C.2    Yeager, J.3
  • 91
    • 0021892023 scopus 로고
    • A peak detection algorithm and its application to histogram-based image data reduction
    • Sezan M (1985) A peak detection algorithm and its application to histogram-based image data reduction. Graph Models Image Process 29:47–59
    • (1985) Graph Models Image Process , vol.29 , pp. 47-59
    • Sezan, M.1
  • 92
    • 1842422015 scopus 로고    scopus 로고
    • Survey over image thresholding techniques and quantitative performance evaluation
    • Sezgin M, Sankur B (2004) Survey over image thresholding techniques and quantitative performance evaluation. J Electron Imaging 13(1):146–165
    • (2004) J Electron Imaging , vol.13 , Issue.1 , pp. 146-165
    • Sezgin, M.1    Sankur, B.2
  • 101
    • 0029547060 scopus 로고
    • Goal-directed evaluation of binarization methods
    • Trier O, Jain A (1995) Goal-directed evaluation of binarization methods. IEEE Trans Pattern Anal Mach Intell 17(12):1191–1201
    • (1995) IEEE Trans Pattern Anal Mach Intell , vol.17 , Issue.12 , pp. 1191-1201
    • Trier, O.1    Jain, A.2
  • 102
    • 0029271892 scopus 로고
    • Evaluation of binarization methods for document images
    • Trier O, Taxt T (1995) Evaluation of binarization methods for document images. IEEE Trans Pattern Anal Mach Intell 17(3):312–315
    • (1995) IEEE Trans Pattern Anal Mach Intell , vol.17 , Issue.3 , pp. 312-315
    • Trier, O.1    Taxt, T.2
  • 103
    • 0029321933 scopus 로고
    • A fast thresholding selection procedure for multimodal and unimodal histograms
    • Tsai D-M (1995) A fast thresholding selection procedure for multimodal and unimodal histograms. Pattern Recognit Lett 16(6):653–666
    • (1995) Pattern Recognit Lett , vol.16 , Issue.6 , pp. 653-666
    • Tsai, D.-M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.