2D shape recognition by hidden Markov models

Proceedings - 11th International Conference on Image Analysis and Processing, ICIAP 2001

Volumn , Issue , 2001, Pages 20-24

  Bicego, Manuele ^a   Murino, Vittorio ^a  

^a UNIVERSITY OF VERONA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE ANALYSIS;

2D SHAPE RECOGNITION; CHAIN CODES; OBJECT CONTOUR; SHAPE ANALYSIS; SHAPE CLASSIFICATION; SHAPE MODEL; THREE DIMENSIONAL OBJECT RECOGNITION;

HIDDEN MARKOV MODELS;

EID: 0742329418     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIAP.2001.956980     Document Type: Conference Paper

References (18)

1. Jain, R., Kasturi, R., Schunck, B.G.: Machine Vision. McGraw-Hill (1995).
2. Freeman, H.: Computer Processing on line Drawing Images. Computer Surveys 6 (1974) 57-98.
3. Rabiner, L.R.: A tutorial on Hidden Markov Models and Selected Applications in Speech Recognition. Proc. of IEEE 77(2) (1989) 257-286.
4. Baum, L.E., Petrie, T.E, Soules, G., Weiss, N.: A maximization technique occurring in the statistical analysis of probabilistic functions of Markov chains. Annals of Math. Statistics. 41(1) (1970) 164-171.
5. Baum, L.E.: An inequality and associated maximization technique in statistical estimation for probabilistic functions of Markov processes. Inequality 3 (1970) 1-8.
6. Ljolje, A., Levinson, S.E.: Development of an acoustic-phonetic Hidden Markov Model for continuous speech recognition. IEEE Tr. Sign. Proc. 39 (1991) 29-39.
7. Hu, J., Brown, M.K., Turin, W.: HMM based on-line handwriting recognition. IEEE Trans. Pattern Analysis and Machine Intelligence, 18(10) (1996) 1039-1045.
8. Hughey, R., Krogh, A.: Hidden Markov Model for sequence analysis: extension and analysis of the basic method. Comp. Appl. in the Biosciences 12 (1996) 95-107.
9. Eickeler, S., Kosmala, A., Rigoll, G.: Hidden Markov Model based online gesture recognition. Proc. Int. Conf. on Pattern Recognition (ICPR) (1998) 1755-1757.
10. Jebara, T, Pentland, A.: Action Reaction Learning: Automatic Visual Analysis and Synthesis of interactive behavior. In 1st Intl. Conf. on Computer Vision Systems (ICVS'99) (1999).
11. Arica, N, Yarman Vural, F.T.: A shape descriptor based on circular Hidden Markov Model. In 15th Intl. Conf. on Pattern Recognition (ICPROO) (2000).
12. Fred, A.L.N., Marques, J.S., Jorge, P.M.: Hidden Markov Model vs Syntactic Modeling in Object Recognition. In Intl. Conf. on Image Processing (ICIP97) (1997).
13. Viterbi, A.J.: Error bounds for convolutional codes and an asymptotically optimal decoding algorithm. IEEE Trans. In-format. Theory IT-13 (1967) 260-269.
14. Forney, G.D.: The Viterbi algorithm. Proc. of IEEE 61 (1973) 268-278.
15. Dempster, A.P., Laird, N.M., Rubin, D.B.: Maximum-likelihood from incomplete data via the EM algorithm. J. Royal Statist. Soc. Ser. B. 39 (1977).
16. Wu, C.F.J.: On the convergence properties of the EM algorithm. The Annals of Statistics 11(1) (1983) 95-103.
17. He, Y, Kundu, A.: 2-D shape classification using Hidden Markov Model. IEEE Trans. Pattern Analysis Machine Intelligence. 13(11) (1991) 1172-1184.
18. Canny, J.F.: A computational approach to edge detection. IEEE Trans. Pattern Analysis Machine Intelligence 8(6) (1986) 679-698.