메뉴 건너뛰기




Volumn 16, Issue 11, 2007, Pages 2707-2719

Hidden Markov model-based weighted likelihood discriminant for 2-D shape classification

Author keywords

Hidden Markov models (HMMs); Image shape analysis; Pattern classification

Indexed keywords

DISCRIMINANT ANALYSIS; HIDDEN MARKOV MODELS; IMAGE ANALYSIS; PROBABILITY; SUPPORT VECTOR MACHINES; TOPOLOGY; TWO DIMENSIONAL;

EID: 36348979450     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2007.908076     Document Type: Article
Times cited : (69)

References (44)
  • 1
    • 0242456421 scopus 로고    scopus 로고
    • Review of shape representation and description technique
    • Jan
    • D. Zhang and G. Lu, "Review of shape representation and description technique," Pattern Recognit., vol. 37, no. 1, pp. 1-19, Jan. 2004.
    • (2004) Pattern Recognit , vol.37 , Issue.1 , pp. 1-19
    • Zhang, D.1    Lu, G.2
  • 3
    • 0034292258 scopus 로고    scopus 로고
    • Shape similarity measure based on correspondence of visual parts
    • Oct
    • L. Latecki and R. Lakamper, "Shape similarity measure based on correspondence of visual parts," IEEE Trans. Pattern Anal. Mach. Intell., vol. 22, no. 10, pp. 1185-1190, Oct. 2000.
    • (2000) IEEE Trans. Pattern Anal. Mach. Intell , vol.22 , Issue.10 , pp. 1185-1190
    • Latecki, L.1    Lakamper, R.2
  • 4
    • 0037410514 scopus 로고    scopus 로고
    • BAS: A perceptual shape descriptor based on the beam angle statistics
    • Jun
    • N. Arica and F. T. Y. Vural, "BAS: A perceptual shape descriptor based on the beam angle statistics," Patt. Recognit. Lett., vol. 24, no. 9-10, pp. 1627-1639, Jun. 2003.
    • (2003) Patt. Recognit. Lett , vol.24 , Issue.9-10 , pp. 1627-1639
    • Arica, N.1    Vural, F.T.Y.2
  • 5
    • 0033887884 scopus 로고    scopus 로고
    • Shape retrieval based on dynamic programming
    • Jan
    • E. Milios and E. G. M. Petrakis, "Shape retrieval based on dynamic programming," IEEE Trans. Image Process., vol. 9, no. 1, pp. 141-147, Jan. 2000.
    • (2000) IEEE Trans. Image Process , vol.9 , Issue.1 , pp. 141-147
    • Milios, E.1    Petrakis, E.G.M.2
  • 6
    • 0036857207 scopus 로고    scopus 로고
    • Matching and retrieval of distorted and occluded shapes using dynamic programming
    • Nov
    • E. G. M. Petrakis, A. Diplaros, and E. Milios, "Matching and retrieval of distorted and occluded shapes using dynamic programming," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 11, pp. 1501-1516, Nov. 2002.
    • (2002) IEEE Trans. Pattern Anal. Mach. Intell , vol.24 , Issue.11 , pp. 1501-1516
    • Petrakis, E.G.M.1    Diplaros, A.2    Milios, E.3
  • 7
    • 0033325120 scopus 로고    scopus 로고
    • Flexible syntactic matching of curves and its application to automatic hierarchical classification of silhouettes
    • Dec
    • Y. Gdalyahu and D. Weinshall, "Flexible syntactic matching of curves and its application to automatic hierarchical classification of silhouettes," IEEE Trans. Pattern Anal. Mach. Intell., vol. 21, no. 12, pp. 1312-1328, Dec. 1999.
    • (1999) IEEE Trans. Pattern Anal. Mach. Intell , vol.21 , Issue.12 , pp. 1312-1328
    • Gdalyahu, Y.1    Weinshall, D.2
  • 8
    • 2542452992 scopus 로고    scopus 로고
    • A multiscale representation method for nonrigid shapes with a single closed contour
    • May
    • T. Adamek and N. E. O'Connor, "A multiscale representation method for nonrigid shapes with a single closed contour," IEEE Trans. Circuits Syst. Video Technol., vol. 14, no. 5, pp. 742-753, May 2004.
    • (2004) IEEE Trans. Circuits Syst. Video Technol , vol.14 , Issue.5 , pp. 742-753
    • Adamek, T.1    O'Connor, N.E.2
  • 10
    • 0742321098 scopus 로고    scopus 로고
    • Investigating hidden Markov models' capabilities in 2-D shape classification
    • Feb
    • M. Bicego and V. Murino, "Investigating hidden Markov models' capabilities in 2-D shape classification," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 2, pp. 281-286, Feb. 2004.
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell , vol.26 , Issue.2 , pp. 281-286
    • Bicego, M.1    Murino, V.2
  • 11
    • 0035674814 scopus 로고    scopus 로고
    • Hidden Markov models with spectral features for 2-D shape recootion
    • Dec
    • J. Cai and Z.-Q. Liu, "Hidden Markov models with spectral features for 2-D shape recootion," IEEE Trans. Pattern Anal. Mach. Intell., vol. 23, no. 12, pp. 1454-1458, Dec. 2001.
    • (2001) IEEE Trans. Pattern Anal. Mach. Intell , vol.23 , Issue.12 , pp. 1454-1458
    • Cai, J.1    Liu, Z.-Q.2
  • 12
    • 0026255179 scopus 로고
    • 2-D shape classification using hidden Markov model
    • Nov
    • Y. He and A. Kundu, "2-D shape classification using hidden Markov model," IEEE Trans. Pattern Anal. Mach. Intell., vol. 13, no. 11, pp. 1172-1184, Nov. 1991.
    • (1991) IEEE Trans. Pattern Anal. Mach. Intell , vol.13 , Issue.11 , pp. 1172-1184
    • He, Y.1    Kundu, A.2
  • 13
    • 0031358111 scopus 로고    scopus 로고
    • Hidden Markov models vs. syntactic modeling in object recognition
    • A. Fred, J. Marques, and P. Jorge, "Hidden Markov models vs. syntactic modeling in object recognition," in Proc. IEEE Int. Conf. Image Processing, 1997, vol. 1, pp. 893-896.
    • (1997) Proc. IEEE Int. Conf. Image Processing , vol.1 , pp. 893-896
    • Fred, A.1    Marques, J.2    Jorge, P.3
  • 14
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected application in speech recognition
    • Feb
    • L. R. Rabiner, "A tutorial on hidden Markov models and selected application in speech recognition," Proc. IEEE, vol. 77, no. 2, pp. 257-286, Feb. 1989.
    • (1989) Proc. IEEE , vol.77 , Issue.2 , pp. 257-286
    • Rabiner, L.R.1
  • 17
    • 12344268029 scopus 로고    scopus 로고
    • Similarity-based classification of sequences using hidden Markov models
    • M. Bicego, V. Murino, and M. Figueiredo, "Similarity-based classification of sequences using hidden Markov models," Pattern Recognit., vol. 37, no. 12, pp. 2281-2291, 2004.
    • (2004) Pattern Recognit , vol.37 , Issue.12 , pp. 2281-2291
    • Bicego, M.1    Murino, V.2    Figueiredo, M.3
  • 18
    • 0033698412 scopus 로고    scopus 로고
    • Hybrid HMM-NN architectures for connected digit recognition
    • P. Cosi, "Hybrid HMM-NN architectures for connected digit recognition," in Proc. IEEE-INNS-ENNS Int. Joint Conf. Neural Networks, 2000, vol. 5, pp. 85-90.
    • (2000) Proc. IEEE-INNS-ENNS Int. Joint Conf. Neural Networks , vol.5 , pp. 85-90
    • Cosi, P.1
  • 20
    • 0025547193 scopus 로고
    • Links between Markov models and multilayer perceptrons
    • Dec
    • H. Bourlard and C. Wellekens, "Links between Markov models and multilayer perceptrons," IEEE Trans. Pattern Anal. Mach. Intell., vol. 12, no. 12, pp. 1167-1178, Dec. 1990.
    • (1990) IEEE Trans. Pattern Anal. Mach. Intell , vol.12 , Issue.12 , pp. 1167-1178
    • Bourlard, H.1    Wellekens, C.2
  • 21
    • 0029306621 scopus 로고
    • Continuous speech recognition
    • May
    • N. Morgan and H. Bourlard, "Continuous speech recognition," IEEE Signal Process. Mag., vol. 12, no. 3, pp. 25-42, May 1995.
    • (1995) IEEE Signal Process. Mag , vol.12 , Issue.3 , pp. 25-42
    • Morgan, N.1    Bourlard, H.2
  • 23
    • 15344350723 scopus 로고    scopus 로고
    • Multi-aspect target discrimination using hidden Markov models and neural networks
    • Mar
    • M. Robinson, M. Azimi-Sadjadi, and J. Salazar, "Multi-aspect target discrimination using hidden Markov models and neural networks," IEEE Trans. Neural Netw., vol. 16, no. 2, pp. 447-459, Mar. 2005.
    • (2005) IEEE Trans. Neural Netw , vol.16 , Issue.2 , pp. 447-459
    • Robinson, M.1    Azimi-Sadjadi, M.2    Salazar, J.3
  • 24
    • 0031257572 scopus 로고    scopus 로고
    • An integrated hybrid neural network and hidden Markov model classifier for sonar signals
    • Oct
    • A. Kundu and G. C. Chen, "An integrated hybrid neural network and hidden Markov model classifier for sonar signals," IEEE Trans. Signal Process., vol. 45, no. 10, pp. 2566-2570, Oct. 1997.
    • (1997) IEEE Trans. Signal Process , vol.45 , Issue.10 , pp. 2566-2570
    • Kundu, A.1    Chen, G.C.2
  • 25
    • 0036836832 scopus 로고    scopus 로고
    • Discriminative feature weighting for hmm-based continuous speech recognizers
    • Á. de la Torre, A. M. Peinado, A. J. Rubio, J. C. Segura, and C. Benítez, "Discriminative feature weighting for hmm-based continuous speech recognizers," Speech Commun., vol. 38, no. 3-4, pp. 267-286, 2002.
    • (2002) Speech Commun , vol.38 , Issue.3-4 , pp. 267-286
    • de la Torre, A.1    Peinado, A.M.2    Rubio, A.J.3    Segura, J.C.4    Benítez, C.5
  • 26
    • 0742272653 scopus 로고    scopus 로고
    • Discriminative auditory-based features for robust speech recognition
    • Jan
    • B.-W. Mak, Y.-C. Tam, and P. Li, "Discriminative auditory-based features for robust speech recognition," IEEE Trans. Speech Audio Process., vol. 12, no. 1, pp. 27-36, Jan. 2004.
    • (2004) IEEE Trans. Speech Audio Process , vol.12 , Issue.1 , pp. 27-36
    • Mak, B.-W.1    Tam, Y.-C.2    Li, P.3
  • 27
    • 0032206267 scopus 로고    scopus 로고
    • Speech trajectory discrimination using the minimum classification error learning
    • Nov
    • R. Chengalvarayan and L. Deng, "Speech trajectory discrimination using the minimum classification error learning," IEEE Trans. Speech Audio Process., vol. 6, no. 6, pp. 505-515, Nov. 1998.
    • (1998) IEEE Trans. Speech Audio Process , vol.6 , Issue.6 , pp. 505-515
    • Chengalvarayan, R.1    Deng, L.2
  • 28
    • 0032203256 scopus 로고    scopus 로고
    • Pattern recognition using a family of design algorithms based upon the generalized probabilistic descent method
    • Nov
    • S. Katagiri, B.-H. Juang, and C.-H. Lee, "Pattern recognition using a family of design algorithms based upon the generalized probabilistic descent method," Proc. IEEE, vol. 86, no. 11, pp. 2345-2373, Nov. 1998.
    • (1998) Proc. IEEE , vol.86 , Issue.11 , pp. 2345-2373
    • Katagiri, S.1    Juang, B.-H.2    Lee, C.-H.3
  • 30
    • 33750536408 scopus 로고    scopus 로고
    • Hidden Markov model based weighted likelihood discriminant for minimum error shape classification
    • presented at the
    • N. Thakoor, S. Jung, and J. Gao, "Hidden Markov model based weighted likelihood discriminant for minimum error shape classification," presented at the IEEE Int. Conf. Multimedia and Expo, 2005.
    • (2005) IEEE Int. Conf. Multimedia and Expo
    • Thakoor, N.1    Jung, S.2    Gao, J.3
  • 31
    • 33745935421 scopus 로고    scopus 로고
    • Shape classifier based on generalized probabilistic descent method with hidden Markov descriptor
    • presented at the
    • N. Thakoor and J. Gao, "Shape classifier based on generalized probabilistic descent method with hidden Markov descriptor," presented at the IEEE Int. Conf. Computer Vision, 2005.
    • (2005) IEEE Int. Conf. Computer Vision
    • Thakoor, N.1    Gao, J.2
  • 34
    • 0029209272 scopus 로고
    • Robust text-independant speaker identification using Gaussian mixture models
    • Jan
    • D. A. Reynolds and R. C. Rose, "Robust text-independant speaker identification using Gaussian mixture models," IEEE Trans. Speech Audio Process., vol. 3, no. 1, pp. 72-83, Jan. 1995.
    • (1995) IEEE Trans. Speech Audio Process , vol.3 , Issue.1 , pp. 72-83
    • Reynolds, D.A.1    Rose, R.C.2
  • 35
    • 0000120766 scopus 로고
    • Estimating the diamension of a model
    • G. Schwarz, "Estimating the diamension of a model," Ann. Statist. vol. 6, no. 6, pp. 461-464, 1978.
    • (1978) Ann. Statist , vol.6 , Issue.6 , pp. 461-464
    • Schwarz, G.1
  • 40
    • 0033315387 scopus 로고    scopus 로고
    • Interactive color image segmentation editor driven by active contour model
    • Oct
    • J. Gao, A. Kosaka, and A. Kak, "Interactive color image segmentation editor driven by active contour model," in Proc. IEEE Int. Conf. Image Processing, Oct. 1999, vol. 3, pp. 245-249.
    • (1999) Proc. IEEE Int. Conf. Image Processing , vol.3 , pp. 245-249
    • Gao, J.1    Kosaka, A.2    Kak, A.3
  • 43
    • 0004229033 scopus 로고    scopus 로고
    • Lagrangian support vector machine classification
    • Tech. Rep. 00-06, Data Mining Inst, Comput. Sci. Dept, Univ. Wisconsin, Madison, Jun, Online, Available
    • O. L. Mangasarian and D. R. Musicant, "Lagrangian support vector machine classification," Tech. Rep. 00-06, Data Mining Inst., Comput. Sci. Dept., Univ. Wisconsin, Madison, Jun. 2000. [Online]. Available: ftp://ftp.cs.wisc.edu/pub/dmi/tech-reports/00-06.ps
    • (2000)
    • Mangasarian, O.L.1    Musicant, D.R.2
  • 44
    • 33749254271 scopus 로고    scopus 로고
    • Automatic video object shape extraction and its classification with camera in motion
    • p. III-437-40
    • N. Thakoor and J. Gao, "Automatic video object shape extraction and its classification with camera in motion," in Proc. IEEE Int. Conf. Image Processing, 2005, vol. 3, p. III-437-40.
    • (2005) Proc. IEEE Int. Conf. Image Processing , vol.3
    • Thakoor, N.1    Gao, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.