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Volumn 26, Issue 2-3, 2009, Pages 153-170

A generative framework for fast urban labeling using spatial and temporal context

Author keywords

3D laser data; Context based classification; Image segmentation; Machine learning; Markov random field; Semantic mapping

Indexed keywords

3D LASER DATA; CONTEXT-BASED CLASSIFICATION; MACHINE LEARNING; MARKOV RANDOM FIELD; SEMANTIC MAPPING;

EID: 67349143438     PISSN: 09295593     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10514-009-9110-6     Document Type: Article
Times cited : (58)

References (45)
  • 3
    • 0001917727 scopus 로고
    • Probability inequalities for the sum of independent random variables
    • G. Bennett 1962 Probability inequalities for the sum of independent random variables Journal of the American Statistical Association 57 33 45
    • (1962) Journal of the American Statistical Association , vol.57 , pp. 33-45
    • Bennett, G.1
  • 5
    • 84933530882 scopus 로고
    • Approximating discrete probability distributions with dependence trees
    • Chow, C. K., & Liu, C. N. (1968). Approximating discrete probability distributions with dependence trees. IEEE Transactions on Information Theory, IT-14(3).
    • (1968) IEEE Transactions on Information Theory , vol.IT-14 , Issue.3
    • Chow, C.K.1    Liu, C.N.2
  • 8
    • 44649180979 scopus 로고    scopus 로고
    • FAB-MAP: Probabilistic localization and mapping in the space of appearance
    • M. Cummins P. Newman 2008 FAB-MAP: Probabilistic localization and mapping in the space of appearance The International Journal of Robotics Research 27 6 647 665
    • (2008) The International Journal of Robotics Research , vol.27 , Issue.6 , pp. 647-665
    • Cummins, M.1    Newman, P.2
  • 9
    • 44649180979 scopus 로고    scopus 로고
    • FAB-MAP: Probabilistic localization and mapping in the space of appearance
    • M. Cummins P. Newman 2008 FAB-MAP: Probabilistic localization and mapping in the space of appearance The International Journal of Robotics Research 27 6 647 665
    • (2008) The International Journal of Robotics Research , vol.27 , Issue.6 , pp. 647-665
    • Cummins, M.1    Newman, P.2
  • 19
    • 84947403595 scopus 로고
    • Probability inequalities for sums of bounded random variables
    • W. Hoeffding 1963 Probability inequalities for sums of bounded random variables Journal of the American Statistical Association 58 301 13 30
    • (1963) Journal of the American Statistical Association , vol.58 , Issue.301 , pp. 13-30
    • Hoeffding, W.1
  • 21
    • 33750129298 scopus 로고    scopus 로고
    • Convergent tree-reweighted message passing for energy minimization
    • DOI 10.1109/TPAMI.2006.200
    • V. Kolmogorov 2006 Convergent tree-reweighted message passing for energy minimization IEEE Transactions on Pattern Analysis and Machine Intelligence 28 10 1568 1583 (Pubitemid 46405078)
    • (2006) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.28 , Issue.10 , pp. 1568-1583
    • Kolmogorov, V.1
  • 22
    • 0035358496 scopus 로고    scopus 로고
    • Representing and recognizing the visual appearance of materials using three-dimensional textons
    • T. Leung J. Malik 2001 Representing and recognizing the visual appearance of materials using three-dimensional textons International Journal of Computer Vision 43 1 29 44
    • (2001) International Journal of Computer Vision , vol.43 , Issue.1 , pp. 29-44
    • Leung, T.1    Malik, J.2
  • 23
    • 84880738848 scopus 로고    scopus 로고
    • Relational object maps for mobile robots
    • Professional Book Center Singapore
    • Limketkai, B., Liao, L., & Fox, D. (2005). Relational object maps for mobile robots. In L. P. Kaelbling & A. Saffiotti (Eds.), IJCAI (pp. 1471-1476). Singapore: Professional Book Center.
    • (2005) IJCAI , pp. 1471-1476
    • Limketkai, B.1    Liao, L.2    Fox, D.3    Kaelbling, L.P.4    Saffiotti, A.5
  • 24
    • 0001923944 scopus 로고
    • Hoeffding races: Accelerating model selection search for classification and function approximation
    • Morgan Kaufmann Los Altos
    • Maron, O., & Moore, A. W. (1994). Hoeffding races: Accelerating model selection search for classification and function approximation. In J. D. Cowan, G. Tesauro, & J. Alspector (Eds.), Advances in neural information processing systems (Vol. 6, pp. 59-66). Los Altos: Morgan Kaufmann.
    • (1994) Advances in Neural Information Processing Systems , pp. 59-66
    • Maron, O.1    Moore, A.W.2    Cowan, J.D.3    Tesauro, G.4    Alspector, J.5
  • 26
    • 33745902531 scopus 로고    scopus 로고
    • Randomized RANSAC with sequential probability ratio test
    • DOI 10.1109/ICCV.2005.198, 1544925, Proceedings - 10th IEEE International Conference on Computer Vision, ICCV 2005
    • Matas, J., & Chum, O. (2005). Randomized RANSAC with sequential probability ratio test. In S. Ma & H.-Y. Shum (Eds.), Proc. IEEE international conference on computer vision (ICCV) (Vol. II, pp. 1727-1732), New York, USA, October, 2005. Los Alamitos: IEEE Computer Society Press. (Pubitemid 44042385)
    • (2005) Proceedings of the IEEE International Conference on Computer Vision , vol.2 , pp. 1727-1732
    • Matas, J.1    Chum, O.2
  • 29
    • 0002425879 scopus 로고    scopus 로고
    • Loopy belief propagation for approximate inference: An empirical study
    • Murphy, K. P., Weiss, Y., & Jordan, M. I. (1999). Loopy belief propagation for approximate inference: An empirical study. In Proc. of uncertainty in AI (pp. 467-475).
    • (1999) Proc. of Uncertainty in AI , pp. 467-475
    • Murphy, K.P.1    Weiss, Y.2    Jordan, M.I.3
  • 30
    • 29144493512 scopus 로고    scopus 로고
    • Preemptive RANSAC for live structure and motion estimation
    • D. Nistér 2005 Preemptive RANSAC for live structure and motion estimation Machine Vision and Applications 16 5 321 329
    • (2005) Machine Vision and Applications , vol.16 , Issue.5 , pp. 321-329
    • Nistér, D.1
  • 33
    • 0004168072 scopus 로고
    • Model-based object recognition-a survey of recent research
    • The University of British Columbia
    • Pope, A. R. (1994). Model-based object recognition-a survey of recent research (Technical Report TR-94-04). The University of British Columbia.
    • (1994) Technical Report , vol.TR-94-04
    • Pope, A.R.1
  • 36
    • 53849145636 scopus 로고    scopus 로고
    • Online generation of scene descriptions in urban environments
    • I. Posner D. Schroeter P. Newman 2008 Online generation of scene descriptions in urban environments Robotics Autonomous Systems 56 11 901 914
    • (2008) Robotics Autonomous Systems , vol.56 , Issue.11 , pp. 901-914
    • Posner, I.1    Schroeter, D.2    Newman, P.3
  • 41
    • 0033894631 scopus 로고    scopus 로고
    • MLESAC: A new robust estimator with application to estimating image geometry
    • DOI 10.1006/cviu.1999.0832
    • P. Torr A. Zisserman 2000 MLESAC: A new robust estimator with application to estimating image geometry Computer Vision and Image Understanding 78 138 156 (Pubitemid 30596414)
    • (2000) Computer Vision and Image Understanding , vol.78 , Issue.1 , pp. 138-156
    • Torr, P.H.S.1    Zisserman, A.2
  • 45
    • 84898975095 scopus 로고    scopus 로고
    • Generalized belief propagation
    • MIT Press Cambridge
    • Yedidia, J. S., Freeman, W. T., & Weiss, Y. (2001). Generalized belief propagation. In NIPS 13 (pp. 689-695). Cambridge: MIT Press.
    • (2001) NIPS 13 , pp. 689-695
    • Yedidia, J.S.1    Freeman, W.T.2    Weiss, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.