메뉴 건너뛰기




Volumn , Issue , 2003, Pages 11-20

Multilevel background initialization using Hidden Markov Models

Author keywords

Hidden Markov Model; Pixel region background initialization; Video surveillance

Indexed keywords

IMAGE SEGMENTATION; MARKOV PROCESSES; MONITORING; PIXELS; SECURITY SYSTEMS; TRELLIS CODES;

EID: 84986232278     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/982452.982455     Document Type: Conference Paper
Times cited : (13)

References (31)
  • 1
    • 84951784651 scopus 로고    scopus 로고
    • Measuring hmm similarity with the bayes probability of error and its application to online handwriting recognition
    • C. Bahlmann and H. Burkhardt. Measuring hmm similarity with the bayes probability of error and its application to online handwriting recognition. In Proc. Int. Conf. Document Analysis and Recognition, pages 406-411, 2001.
    • (2001) Proc. Int. Conf. Document Analysis and Recognition , pp. 406-411
    • Bahlmann, C.1    Burkhardt, H.2
  • 2
    • 0037410744 scopus 로고    scopus 로고
    • A sequential pruning strategy for the selection of the number of states in Hidden Markov Models
    • M. Bicego, V. Murino, and M. Figueiredo. A sequential pruning strategy for the selection of the number of states in Hidden Markov Models. Pattern Recognition Letters, 24(9-10):1395-1407, 2003.
    • (2003) Pattern Recognition Letters , vol.24 , Issue.9-10 , pp. 1395-1407
    • Bicego, M.1    Murino, V.2    Figueiredo, M.3
  • 3
    • 8344243818 scopus 로고    scopus 로고
    • Similarity-based clustering of sequences using hidden Markov models
    • P. Perner and A. Rosenfeld, editors, Springer
    • M. Bicego, V. Murino, and M. Figueiredo. Similarity-based clustering of sequences using hidden Markov models. In P. Perner and A. Rosenfeld, editors, Machine Learning and Data Mining in Pattern Recognition, volume LNAI 2734, pages 86-95. Springer, 2003.
    • (2003) Machine Learning and Data Mining in Pattern Recognition , vol.LNAI 2734 , pp. 86-95
    • Bicego, M.1    Murino, V.2    Figueiredo, M.3
  • 13
    • 84950000200 scopus 로고    scopus 로고
    • A framework for high-level feedback to adaptive, per-pixel, mixture-of-Gaussian background models
    • M. Harville. A framework for high-level feedback to adaptive, per-pixel, mixture-of-gaussian background models. In European Conf. Computer Vision, volume 3, pages 543-560, 2002.
    • (2002) European Conf. Computer Vision , vol.3 , pp. 543-560
    • Harville, M.1
  • 14
    • 84964316524 scopus 로고    scopus 로고
    • A hierarchical approach to robust background subtraction using color and gradient information
    • O. Javed, K. Shafique, and M. Shah. A hierarchical approach to robust background subtraction using color and gradient information. In Proc. of IEEE Workshop on Motion and Video Computing, pages 22-27, 2002.
    • (2002) Proc. of IEEE Workshop on Motion and Video Computing , pp. 22-27
    • Javed, O.1    Shafique, K.2    Shah, M.3
  • 15
    • 1542326229 scopus 로고    scopus 로고
    • Rival penalized competitive learning for model-based sequence
    • M. Law and J. Kwok. Rival penalized competitive learning for model-based sequence. In Proc. Int. Conf. Pattern Recognition, volume 2, pages 195-198, 2000.
    • (2000) Proc. Int. Conf. Pattern Recognition , vol.2 , pp. 195-198
    • Law, M.1    Kwok, J.2
  • 16
    • 0001012402 scopus 로고    scopus 로고
    • A Bayesian approach to temporal data clustering using hidden Markov models
    • C. Li and G. Biswas. A bayesian approach to temporal data clustering using hidden Markov models. In Proc. Int. Conf. on Machine Learning, pages 543-550, 2000.
    • (2000) Proc. Int. Conf. on Machine Learning , pp. 543-550
    • Li, C.1    Biswas, G.2
  • 17
    • 4644277970 scopus 로고    scopus 로고
    • Applying the Hidden Markov Model methodology for unsupervised learning of temporal data
    • C. Li and G. Biswas. Applying the Hidden Markov Model methodology for unsupervised learning of temporal data. Int. Journal of Knowledge-based Intelligent Engineering Systems, 6(3):152-160, 2002.
    • (2002) Int. Journal of Knowledge-based Intelligent Engineering Systems , vol.6 , Issue.3 , pp. 152-160
    • Li, C.1    Biswas, G.2
  • 18
    • 0025596639 scopus 로고
    • Stationary background generation: An alternative to the difference of two images
    • W. Long and Y. Yang. Stationary background generation: An alternative to the difference of two images. Pattern Recognition, 23:1351-1359, 1990.
    • (1990) Pattern Recognition , vol.23 , pp. 1351-1359
    • Long, W.1    Yang, Y.2
  • 19
    • 0034850765 scopus 로고    scopus 로고
    • A statistical approach to background subtraction for surveillance systems
    • N. Ohta. A statistical approach to background subtraction for surveillance systems. In Int. Conf. Computer Vision, volume 2, pages 481-486, 2001.
    • (2001) Int. Conf. Computer Vision , vol.2 , pp. 481-486
    • Ohta, N.1
  • 20
    • 84951756001 scopus 로고    scopus 로고
    • A Hidden Markov Model-based approach to sequential data clustering
    • T. Caelli, A. Amin, R. Duin, M. Kamel, and D. de Ridder, editors, Springer
    • A. Panuccio, M. Bicego, and V. Murino. A Hidden Markov Model-based approach to sequential data clustering. In T. Caelli, A. Amin, R. Duin, M. Kamel, and D. de Ridder, editors, Structural, Syntactic and Statistical Pattern Recognition, LNCS 2396, pages 734-742. Springer, 2002.
    • (2002) Structural, Syntactic and Statistical Pattern Recognition, LNCS 2396 , pp. 734-742
    • Panuccio, A.1    Bicego, M.2    Murino, V.3
  • 23
    • 0024610919 scopus 로고
    • A tutorial on Hidden Markov Models and selected applications in speech recognition
    • L. Rabiner. A tutorial on Hidden Markov Models and selected applications in speech recognition. Proc. of IEEE, 77(2):257-286, 1989.
    • (1989) Proc. of IEEE , vol.77 , Issue.2 , pp. 257-286
    • Rabiner, L.1
  • 24
    • 84898995769 scopus 로고    scopus 로고
    • Clustering sequences with hidden Markov models
    • M. Mozer, M. Jordan, and T. Petsche, editors, MIT Press
    • P. Smyth. Clustering sequences with hidden Markov models. In M. Mozer, M. Jordan, and T. Petsche, editors, Advances in Neural Information Processing, volume 9. MIT Press, 1997.
    • (1997) Advances in Neural Information Processing , vol.9
    • Smyth, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.