메뉴 건너뛰기




Volumn 29, Issue 7, 2007, Pages 1147-1164

Robust image segmentation using resampling and shape constraints

Author keywords

Generalization; Learning; Mixture models; Resampling; Segmentation; Shape analysis

Indexed keywords

CLUSTERING ALGORITHMS; COMPUTER SIMULATION; FEATURE EXTRACTION; MAXIMUM LIKELIHOOD; PARAMETER ESTIMATION; PIXELS; SAMPLING; SEMANTICS; STATISTICAL METHODS;

EID: 34249711481     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2007.1150     Document Type: Article
Times cited : (21)

References (28)
  • 1
    • 0042004575 scopus 로고    scopus 로고
    • Class-Specific, Top-Down Segmentation
    • A. Heyden, G. Sparr, M. Nielson, and P. Johansen, eds, pp, June
    • E. Borenstein and S. Ullman, "Class-Specific, Top-Down Segmentation," Proc. European Conf. Computer Vision, A. Heyden, G. Sparr, M. Nielson, and P. Johansen, eds., pp. 109-122, June 2002.
    • (2002) Proc. European Conf. Computer Vision , pp. 109-122
    • Borenstein, E.1    Ullman, S.2
  • 3
    • 0042941558 scopus 로고    scopus 로고
    • A Variational Framework for Image Segmentation Combining Motion Estimation and Shape Regularization
    • D. Cremers, "A Variational Framework for Image Segmentation Combining Motion Estimation and Shape Regularization," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2003.
    • (2003) Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR)
    • Cremers, D.1
  • 4
    • 0002902191 scopus 로고    scopus 로고
    • Nonlinear Shape Statistics in Mumford-Shah Based Segmentation
    • A. Heyden, G. Sparr, M. Nielsen, and P. Johansen, eds, pp
    • D. Cremers, T. Kohlberger, and C. Schnörr, "Nonlinear Shape Statistics in Mumford-Shah Based Segmentation," Proc. European Conf. Computer Vision (ECCV '02), A. Heyden, G. Sparr, M. Nielsen, and P. Johansen, eds., pp. 78-92, 2002.
    • (2002) Proc. European Conf. Computer Vision (ECCV '02) , pp. 78-92
    • Cremers, D.1    Kohlberger, T.2    Schnörr, C.3
  • 5
    • 0002629270 scopus 로고
    • Maximum Likelihood from Incomplete Data via the EM Algorithm
    • A.P. Dempster, N.M. Laird, and D.B. Rubin, "Maximum Likelihood from Incomplete Data via the EM Algorithm," J. Royal Statistical Soc. B vol. 39, pp. 1-38, 1977.
    • (1977) J. Royal Statistical Soc. B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 11
    • 34249699383 scopus 로고    scopus 로고
    • Image Inpainting Based on Natural Image Statistics,
    • master's thesis, Computer Science Dept, ETH, Zurich
    • T. Gysi, "Image Inpainting Based on Natural Image Statistics," master's thesis, Computer Science Dept., ETH, Zurich, 2005.
    • (2005)
    • Gysi, T.1
  • 12
    • 4744338210 scopus 로고    scopus 로고
    • Boundary-Constrained Agglomerative Segmentation
    • Sept
    • L. Hermes and J.M. Buhmann, "Boundary-Constrained Agglomerative Segmentation," IEEE Trans. Geoscience and Remote Sensing, vol. 42, no. 9, pp. 1984-1995, Sept. 2004.
    • (2004) IEEE Trans. Geoscience and Remote Sensing , vol.42 , Issue.9 , pp. 1984-1995
    • Hermes, L.1    Buhmann, J.M.2
  • 13
    • 84949997658 scopus 로고    scopus 로고
    • Parametric Distributional Clustering for Color Image Segmentation
    • A. Heyden, G. Sparr, M. Nielsen, and P. Johansen, eds, pp
    • L. Hermes, T. Zöller, and J.M. Buhmann, "Parametric Distributional Clustering for Color Image Segmentation," Proc. European Conf. Computer Vision (ECCV '02), A. Heyden, G. Sparr, M. Nielsen, and P. Johansen, eds., pp. 577-591, 2002.
    • (2002) Proc. European Conf. Computer Vision (ECCV '02) , pp. 577-591
    • Hermes, L.1    Zöller, T.2    Buhmann, J.M.3
  • 15
    • 2442611856 scopus 로고    scopus 로고
    • Stability-Based Validation of Clustering Solutions
    • June
    • T. Lange, M. Braun, V. Roth, and J.M. Buhmann, "Stability-Based Validation of Clustering Solutions," Neural Computation, vol. 16, no. 6, pp. 1299-1323, June 2004.
    • (2004) Neural Computation , vol.16 , Issue.6 , pp. 1299-1323
    • Lange, T.1    Braun, M.2    Roth, V.3    Buhmann, J.M.4
  • 17
    • 0035358181 scopus 로고    scopus 로고
    • Contour and Texture Analysis for Image Segmentation
    • J. Malik, S. Belongie, T. Leung, and J. Shi, "Contour and Texture Analysis for Image Segmentation," Int'l J. Computer Vision, vol. 43, no. 1, pp. 7-27, 2001.
    • (2001) Int'l J. Computer Vision , vol.43 , Issue.1 , pp. 7-27
    • Malik, J.1    Belongie, S.2    Leung, T.3    Shi, J.4
  • 18
    • 46249116512 scopus 로고    scopus 로고
    • Grouping in the Normalized Cut Framework
    • D.A. Forsyth, J.L. Mundy, V. Di Gesu, and R. Cipolla, eds, pp
    • J. Malik, J. Shi, S. Belongie, and T. Leung, "Grouping in the Normalized Cut Framework," Proc. Shape, Contour and Grouping in Computer Vision, D.A. Forsyth, J.L. Mundy, V. Di Gesu, and R. Cipolla, eds., pp. 155-164, 1999.
    • (1999) Proc. Shape, Contour and Grouping in Computer Vision , pp. 155-164
    • Malik, J.1    Shi, J.2    Belongie, S.3    Leung, T.4
  • 19
    • 3042525106 scopus 로고    scopus 로고
    • D. Martin, C. Fowlkes, and J. Malik, Learning to Detect Natural Image Boundaries Using Local Brightness, Color, and Texture Cues, IEEE Trans. Pattern Analysis and Machine Intelligence, 26, no. 5, pp. pp. 530-549, May 2004.
    • D. Martin, C. Fowlkes, and J. Malik, "Learning to Detect Natural Image Boundaries Using Local Brightness, Color, and Texture Cues," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 26, no. 5, pp. pp. 530-549, May 2004.
  • 20
    • 34249735134 scopus 로고    scopus 로고
    • D. Martin, C. Fowlkes, D. Tal, and J. Malik, A Database of Human Segmented Natural Images and Its Application to Evaluating Segmentation Algorithms and Measuring Ecological Statistics, Technical Report UCB/CSD-1-1133, Computer Science Division (EECS), Univ. of California, Berkeley, Jan. 2001.
    • D. Martin, C. Fowlkes, D. Tal, and J. Malik, "A Database of Human Segmented Natural Images and Its Application to Evaluating Segmentation Algorithms and Measuring Ecological Statistics," Technical Report UCB/CSD-1-1133, Computer Science Division (EECS), Univ. of California, Berkeley, Jan. 2001.
  • 21
    • 0004217877 scopus 로고
    • second ed. Dept. of Computer Science, Univ. of Glasgow
    • C. van Rijsbergen, Information Retrieval, second ed. Dept. of Computer Science, Univ. of Glasgow, 1979.
    • (1979) Information Retrieval
    • van Rijsbergen, C.1
  • 22
    • 84948990381 scopus 로고    scopus 로고
    • Shape Priors for Level Set Representations
    • A. Heyden, G. Sparr, M. Nielsen, and P. Johansen, eds, pp, Springer
    • M. Rousson and N. Paragios, "Shape Priors for Level Set Representations," Proc. European Conf. Computer Vision (ECCV '02 A. Heyden, G. Sparr, M. Nielsen, and P. Johansen, eds., pp. 78-92, Springer, 2002.
    • (2002) Proc. European Conf. Computer Vision (ECCV '02 , pp. 78-92
    • Rousson, M.1    Paragios, N.2
  • 27
    • 0030247213 scopus 로고    scopus 로고
    • Region Competition: Unifying Snakes, Region Growing and Bayes/MDL for Multi-Band Image Segmentation
    • Sept
    • S.-C. Zhu and A.L. Yuille, "Region Competition: Unifying Snakes, Region Growing and Bayes/MDL for Multi-Band Image Segmentation," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 18, no. 9, Sept. 1996.
    • (1996) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.18 , Issue.9
    • Zhu, S.-C.1    Yuille, A.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.