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Volumn 106, Issue 1, 2014, Pages 57-75

Detecting parametric objects in large scenes by Monte Carlo sampling

Author keywords

Energy minimization; Large scenes; Markov random fields; Monte Carlo sampling; Object detection; Point processes; Stochastic modeling

Indexed keywords

ENERGY MINIMIZATION; LARGE SCENES; MARKOV RANDOM FIELDS; MONTE CARLO SAMPLING; OBJECT DETECTION; POINT PROCESS;

EID: 84893695303     PISSN: 09205691     EISSN: 15731405     Source Type: Journal    
DOI: 10.1007/s11263-013-0641-0     Document Type: Article
Times cited : (29)

References (39)
  • 1
    • 84953476061 scopus 로고
    • Stochastic geometry models in high-level vision
    • 10.1080/02664769300000065
    • Baddeley, A. J., & Lieshout, M. V. (1993). Stochastic geometry models in high-level vision. Journal of Applied Statistics, 20(5-6), 231-256.
    • (1993) Journal of Applied Statistics , vol.20 , Issue.5-6 , pp. 231-256
    • Baddeley, A.J.1    Lieshout, M.V.2
  • 2
    • 84893657787 scopus 로고    scopus 로고
    • Benchmark
    • Benchmark, (2013). Datasets, results and evaluation tools. http://www-sop.inria.fr/members/Florent.Lafarge/benchmark/evaluation.html.
    • (2013) Datasets, Results and Evaluation Tools
  • 3
    • 0000013152 scopus 로고
    • On the statistical analysis of dirty pictures
    • 0609.62150 876840
    • Besag, J. E. (1986). On the statistical analysis of dirty pictures. Journal of the Royal Statistical Society, 48(3), 259-302.
    • (1986) Journal of the Royal Statistical Society , vol.48 , Issue.3 , pp. 259-302
    • Besag, J.E.1
  • 9
    • 60449119515 scopus 로고    scopus 로고
    • Object extraction using a stochastic birth-and-death dynamics in continuum
    • 10.1007/s10851-008-0117-y 2480967
    • Descombes, X., Minlos, R., & Zhizhina, E. (2009). Object extraction using a stochastic birth-and-death dynamics in continuum. Journal of Mathematical Imaging and Vision, 33(3), 347-359.
    • (2009) Journal of Mathematical Imaging and Vision , vol.33 , Issue.3 , pp. 347-359
    • Descombes, X.1    Minlos, R.2    Zhizhina, E.3
  • 10
    • 28844454252 scopus 로고    scopus 로고
    • Parallel tempering: Theory, applications, and new perspectives
    • DOI 10.1039/b509983h
    • Earl, D., & Deem, M. (2005). Parallel tempering: Theory, applications, and new perspectives. Physical Chemistry Chemical Physics, 23(7), 3910-3916. (Pubitemid 41771858)
    • (2005) Physical Chemistry Chemical Physics , vol.7 , Issue.23 , pp. 3910-3916
    • Earl, D.J.1    Deem, M.W.2
  • 13
    • 77956889087 scopus 로고
    • Reversible jump Markov chains Monte Carlo computation and Bayesian model determination
    • 10.1093/biomet/82.4.711 0861.62023 1380810
    • Green, P. (1995). Reversible jump Markov chains Monte Carlo computation and Bayesian model determination. Biometrika, 82(4), 711-732.
    • (1995) Biometrika , vol.82 , Issue.4 , pp. 711-732
    • Green, P.1
  • 14
    • 0000281374 scopus 로고
    • Representations of knowledge in complex systems
    • 0814.62009 1293234
    • Grenander, U., & Miller, M. (1994). Representations of knowledge in complex systems. Journal of the Royal Statistical Society, 56(4), 549-603.
    • (1994) Journal of the Royal Statistical Society , vol.56 , Issue.4 , pp. 549-603
    • Grenander, U.1    Miller, M.2
  • 15
    • 4344570235 scopus 로고    scopus 로고
    • Range image segmentation by an effective jump-diffusion method
    • 10.1109/TPAMI.2004.70
    • Han, F., Tu, Z. W., & Zhu, S. (2004). Range image segmentation by an effective jump-diffusion method. Pattern Analysis and Machine Intelligence, 26(9), 1138-1153.
    • (2004) Pattern Analysis and Machine Intelligence , vol.26 , Issue.9 , pp. 1138-1153
    • Han, F.1    Tu, Z.W.2    Zhu, S.3
  • 17
    • 77956890234 scopus 로고
    • Monte Carlo sampling using Markov chains and their applications
    • 10.1093/biomet/57.1.97 0219.65008
    • Hastings, W. (1970). Monte Carlo sampling using Markov chains and their applications. Biometrika, 57(1), 97-109.
    • (1970) Biometrika , vol.57 , Issue.1 , pp. 97-109
    • Hastings, W.1
  • 19
  • 20
    • 84860499329 scopus 로고    scopus 로고
    • Creating large-scale city models from 3d-point clouds: A robust approach with hybrid representation
    • 10.1007/s11263-012-0517-8 2917020
    • Lafarge, F., & Mallet, C. (2012). Creating large-scale city models from 3d-point clouds: A robust approach with hybrid representation. International Journal of Computer Vision, 99(1), 69-85.
    • (2012) International Journal of Computer Vision , vol.99 , Issue.1 , pp. 69-85
    • Lafarge, F.1    Mallet, C.2
  • 21
    • 34547304336 scopus 로고    scopus 로고
    • Computational framework for simulating fluorescence microscope images with cell populations
    • DOI 10.1109/TMI.2007.896925
    • Lehmussola, A., Ruusuvuori, P., Selinummi, J., Huttunen, H., & Yli-Harja, O. (2007). Computational framework for simulating fluorescence microscope images with cell populations. IEEE Transactions on Medical Imaging, 26(7), 1010-1016. (Pubitemid 47147248)
    • (2007) IEEE Transactions on Medical Imaging , vol.26 , Issue.7 , pp. 1010-1016
    • Lehmussola, A.1    Ruusuvuori, P.2    Selinummi, J.3    Huttunen, H.4    Yli-Harja, O.5
  • 24
    • 45349096924 scopus 로고    scopus 로고
    • Depth map calculation for a variable number of moving objects using markov sequential object processes
    • 10.1109/TPAMI.2008.45
    • Lieshout, M. V. (2008). Depth map calculation for a variable number of moving objects using markov sequential object processes. Pattern Analysis and Machine Intelligence, 30(7), 1308-1312.
    • (2008) Pattern Analysis and Machine Intelligence , vol.30 , Issue.7 , pp. 1308-1312
    • Lieshout, M.V.1
  • 28
    • 36448952702 scopus 로고    scopus 로고
    • A marked point process of rectangles and segments for automatic analysis of digital elevation models
    • DOI 10.1109/TPAMI.2007.1159
    • Ortner, M., Descombes, X., & Zerubia, J. (2008). A marked point process of rectangles and segments for automatic analysis of digital elevation models. Pattern Analysis and Machine Intelligence, 30(1), 105-119. (Pubitemid 350168359)
    • (2008) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.30 , Issue.1 , pp. 105-119
    • Ortner, M.1    Descombe, X.2    Zerubia, J.3
  • 29
    • 33744920320 scopus 로고    scopus 로고
    • Kernel density estimation and intrinsic alignment for shape priors in level set segmentation
    • DOI 10.1007/s11263-006-7533-5
    • Rochery, M., Jermyn, I., & Zerubia, J. (2006). Higher order active contours. International Journal of Computer Vision, 69(3), 335-351. (Pubitemid 43847176)
    • (2006) International Journal of Computer Vision , vol.69 , Issue.3 , pp. 335-351
    • Cremers, D.1    Osher, S.J.2    Soatto, S.3
  • 31
    • 0037090016 scopus 로고    scopus 로고
    • Jump-Diffusion Markov processes on orthogonal groups for object pose estimation
    • 10.1016/S0378-3758(01)00195-1 1010.62077 1896981
    • Srivastava, A., Grenander, U., Jensen, G., & Miller, M. (2002). Jump-Diffusion Markov processes on orthogonal groups for object pose estimation. Journal of Statistical Planning and Inference, 103(1-2), 15-27.
    • (2002) Journal of Statistical Planning and Inference , vol.103 , Issue.1-2 , pp. 15-27
    • Srivastava, A.1    Grenander, U.2    Jensen, G.3    Miller, M.4
  • 32
    • 34548120246 scopus 로고    scopus 로고
    • A three dimensional object point process for detection of cosmic filaments
    • Stoica, R. S., Martinez, V., & Saar, E. (2007). A three dimensional object point process for detection of cosmic filaments. Journal of the Royal Statistical Society, 56(4), 459.
    • (2007) Journal of the Royal Statistical Society , vol.56 , Issue.4 , pp. 459
    • Stoica, R.S.1    Martinez, V.2    Saar, E.3
  • 38
    • 0035246323 scopus 로고    scopus 로고
    • On the optimality of solutions of the max-product belief-propagation algorithm in arbitrary graphs
    • DOI 10.1109/18.910585, PII S0018944801007246
    • Weiss, Y., & Freeman, W. (2001). On the optimality of solutions of the max-product belief propagation algorithm in arbitrary graphs. IEEE Transactions on Information Theory, 47(2), 736-744. (Pubitemid 32318100)
    • (2001) IEEE Transactions on Information Theory , vol.47 , Issue.2 , pp. 736-744
    • Weiss, Y.1    Freeman, W.T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.