메뉴 건너뛰기




Volumn 85, Issue 3, 2005, Pages 463-479

Anomaly subspace detection based on a multi-scale Markov random field model

Author keywords

Anomaly detection; Gaussian Markov random field; Image segmentation; Image texture analysis; Matched subspace detector; Multi scale representation; Object recognition; Pattern recognition

Indexed keywords

ALGORITHMS; DETECTORS; IMAGE SEGMENTATION; MARKOV PROCESSES; MATHEMATICAL MODELS; OBJECT RECOGNITION; PARAMETER ESTIMATION; PROBLEM SOLVING; ROBUSTNESS (CONTROL SYSTEMS); SIGNAL INTERFERENCE; TEXTURES;

EID: 13444262314     PISSN: 01651684     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sigpro.2004.10.013     Document Type: Article
Times cited : (15)

References (26)
  • 1
    • 0026852379 scopus 로고
    • A random-field model-based algorithm for anomalous complex image pixel detection
    • M.G. Bello A random-field model-based algorithm for anomalous complex image pixel detection IEEE Trans. Image Process. 1 2 April 1992 186 196
    • (1992) IEEE Trans. Image Process. , vol.1 , Issue.2 , pp. 186-196
    • Bello, M.G.1
  • 2
    • 0032289526 scopus 로고    scopus 로고
    • Modeling textured images using generalized long correlation models
    • J. Bennet, and A. Khotanzad Modeling textured images using generalized long correlation models IEEE Trans. Pattern Anal. Mach. Intell. 20 12 December 1998 1365 1370
    • (1998) IEEE Trans. Pattern Anal. Mach. Intell. , vol.20 , Issue.12 , pp. 1365-1370
    • Bennet, J.1    Khotanzad, A.2
  • 3
    • 0022010830 scopus 로고
    • Texture synthesis using 2-d noncausal autoregressive models
    • R. Chellappa, and R.L. Kashyap Texture synthesis using 2-d noncausal autoregressive models IEEE Trans. Acoust. Speech Signal Process. ASSP-33 1 February 1985 194 203
    • (1985) IEEE Trans. Acoust. Speech Signal Process. , vol.ASSP-33 , Issue.1 , pp. 194-203
    • Chellappa, R.1    Kashyap, R.L.2
  • 4
    • 0031364423 scopus 로고    scopus 로고
    • Automated detection/classification of sea mines in sonar imagery
    • Orlando, FL, April
    • G.J. Dobeck, J.C. Hyland, L. Smedley, Automated detection/classification of sea mines in sonar imagery, in: Proceedings of SPIE, vol. 3079, Orlando, FL, April 1997, pp. 90-110.
    • (1997) Proceedings of SPIE , vol.3079 , pp. 90-110
    • Dobeck, G.J.1    Hyland, J.C.2    Smedley, L.3
  • 5
    • 0035398868 scopus 로고    scopus 로고
    • Long-correlation image models for texture with circular and elliptical correlation structures
    • K.B. Eom Long-correlation image models for texture with circular and elliptical correlation structures IEEE Trans. Image Process. 10 7 July 2001 1047 1055
    • (2001) IEEE Trans. Image Process. , vol.10 , Issue.7 , pp. 1047-1055
    • Eom, K.B.1
  • 10
    • 2642540869 scopus 로고    scopus 로고
    • Anomaly detection based on an iterative local statistics approach
    • A. Goldman, and I. Cohen Anomaly detection based on an iterative local statistics approach Signal Process 84 7 2004 1225 1229
    • (2004) Signal Process , vol.84 , Issue.7 , pp. 1225-1229
    • Goldman, A.1    Cohen, I.2
  • 11
    • 0033716413 scopus 로고    scopus 로고
    • Multivariate gaussian GMRF for multispectral scene segmentation and anomaly detection
    • G.G. Hazel Multivariate gaussian GMRF for multispectral scene segmentation and anomaly detection IEEE Trans. Geosci. Remote Sensing 38 3 May 2000 1199 1211
    • (2000) IEEE Trans. Geosci. Remote Sensing , vol.38 , Issue.3 , pp. 1199-1211
    • Hazel, G.G.1
  • 12
    • 13444289125 scopus 로고    scopus 로고
    • Dimensionality reduction for similarity searching in dynamic databases
    • University of California, May
    • K.V.R. Kanth, D. Agrawal, A. El Abbadi, A. Singh, Dimensionality reduction for similarity searching in dynamic databases, Technical Report 1998-10, University of California, May 1998.
    • (1998) Technical Report , vol.1998 , Issue.10
    • Kanth, K.V.R.1    Agrawal, D.2    El Abbadi, A.3    Singh, A.4
  • 13
    • 0020498809 scopus 로고
    • Estimation and choice of neighbors in spatial-interaction models of images
    • R.L. Kashyap, and R. Chellappa Estimation and choice of neighbors in spatial-interaction models of images IEEE Trans. Inform. Theory IT-29 1 January 1983 60 72
    • (1983) IEEE Trans. Inform. Theory , vol.IT-29 , Issue.1 , pp. 60-72
    • Kashyap, R.L.1    Chellappa, R.2
  • 14
    • 0021521663 scopus 로고
    • Sythesis and estimation of random fields using long correlation models
    • R.L. Kashyap, and P.M. Lapsa Sythesis and estimation of random fields using long correlation models IEEE Trans. Pattern Anal. Mach. Intell. 6 6 November 1984 800 809
    • (1984) IEEE Trans. Pattern Anal. Mach. Intell. , vol.6 , Issue.6 , pp. 800-809
    • Kashyap, R.L.1    Lapsa, P.M.2
  • 15
    • 0029325387 scopus 로고
    • A Markov random field model-based approach to unsupervised texture segmentation using local and global spatial statistics
    • C. Kervrann, and F. Heitz A Markov random field model-based approach to unsupervised texture segmentation using local and global spatial statistics IEEE Trans. Image Process. 4 6 June 1995 856 862
    • (1995) IEEE Trans. Image Process. , vol.4 , Issue.6 , pp. 856-862
    • Kervrann, C.1    Heitz, F.2
  • 16
    • 0000552310 scopus 로고
    • A special problem of brownian motion, and a general theory of gaussian random functions
    • California Press, Berkeley California
    • P. Lévi, A special problem of brownian motion, and a general theory of gaussian random functions, in: Third Berkeley Symposium Mathematical Statistics and Probability, vol. 2, California Press, Berkeley California, 1956.
    • (1956) Third Berkeley Symposium Mathematical Statistics and Probability , vol.2
    • Lévi, P.1
  • 17
    • 0142063407 scopus 로고    scopus 로고
    • Novelty detection: A review - Part 1: Statistical approaches
    • M. Markou, and S. Singh Novelty detection a review - part 1: statistical approaches Signal Processing 83 12 July 2003 2481 2497
    • (2003) Signal Processing , vol.83 , Issue.12 , pp. 2481-2497
    • Markou, M.1    Singh, S.2
  • 18
    • 0033355998 scopus 로고    scopus 로고
    • Three-class markovian segmentation of high-resolution sonal images
    • M. Mignotte, and C. Collet Three-class markovian segmentation of high-resolution sonal images Comput. Vision Image Understand. 76 3 December 1999 191 204
    • (1999) Comput. Vision Image Understand. , vol.76 , Issue.3 , pp. 191-204
    • Mignotte, M.1    Collet, C.2
  • 19
    • 0037258870 scopus 로고    scopus 로고
    • An automatic approach to the detection and extraction of mine features in sidescan sonar
    • S. Reed, Y. Petillot, and J. Bell An automatic approach to the detection and extraction of mine features in sidescan sonar IEEE J. Ocean. Eng. 28 1 January 2003 90 105
    • (2003) IEEE J. Ocean. Eng. , vol.28 , Issue.1 , pp. 90-105
    • Reed, S.1    Petillot, Y.2    Bell, J.3
  • 20
    • 0033730971 scopus 로고    scopus 로고
    • A simple unsupervised GMRF model based image segmentation approach
    • A. Sarkar, M.K. Biswas, and K.M.S. Sharma A simple unsupervised GMRF model based image segmentation approach IEEE Trans. Image Process. 9 5 May 2000 801 811
    • (2000) IEEE Trans. Image Process. , vol.9 , Issue.5 , pp. 801-811
    • Sarkar, A.1    Biswas, M.K.2    Sharma, K.M.S.3
  • 22
    • 0034248248 scopus 로고    scopus 로고
    • Hyperspectral imagery: Clutter adaption in anomaly detection
    • S.M. Schweizer, and J.M.F. Moura Hyperspectral imagery clutter adaption in anomaly detection IEEE Trans. Inform. Theory 46 5 August 2000 1855 1871
    • (2000) IEEE Trans. Inform. Theory , vol.46 , Issue.5 , pp. 1855-1871
    • Schweizer, S.M.1    Moura, J.M.F.2
  • 23
    • 0035309562 scopus 로고    scopus 로고
    • Efficient detection in hyperspectral imagery
    • S.M. Schweizer, and J.M.F. Moura Efficient detection in hyperspectral imagery IEEE Trans. Image Process. 10 4 April 2001 584 597
    • (2001) IEEE Trans. Image Process. , vol.10 , Issue.4 , pp. 584-597
    • Schweizer, S.M.1    Moura, J.M.F.2
  • 24
    • 0030128361 scopus 로고    scopus 로고
    • Feature extraction for texture discrimination via random field models with random spatial interaction
    • A. Speis, and G. Healey Feature extraction for texture discrimination via random field models with random spatial interaction IEEE Trans. Image Process. 5 4 April 1996 635 645
    • (1996) IEEE Trans. Image Process. , vol.5 , Issue.4 , pp. 635-645
    • Speis, A.1    Healey, G.2
  • 25
    • 0015316602 scopus 로고
    • Two-dimensional discrete Markovian fields
    • J.W. Woods Two-dimensional discrete Markovian fields IEEE Trans. Inform. Theory IT-18 2 March 1972 101 109
    • (1972) IEEE Trans. Inform. Theory , vol.IT-18 , Issue.2 , pp. 101-109
    • Woods, J.W.1
  • 26
    • 0029252786 scopus 로고
    • Consistency of modified LS estimation method for identifying 2-D noncausal SAR model parameters
    • P. Zhao, and J. Litva Consistency of modified LS estimation method for identifying 2-D noncausal SAR model parameters IEEE Trans. Automat. Control 40 2 February 1995 316 320
    • (1995) IEEE Trans. Automat. Control , vol.40 , Issue.2 , pp. 316-320
    • Zhao, P.1    Litva, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.