메뉴 건너뛰기




Volumn , Issue , 2011, Pages 686-690

Segmentation ensemble via kernels

Author keywords

clustering ensemble; Consensus segmentation; kernel function; Rand index

Indexed keywords

CLUSTERING ENSEMBLE; ENSEMBLE ALGORITHMS; FACE DATA; IMAGE DATABASE; KERNEL CLUSTERING; KERNEL FUNCTION; LARGE IMAGES; RAND INDEX; SIMILARITY MEASURE; SPATIAL RELATIONS;

EID: 84862901375     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ACPR.2011.6166579     Document Type: Conference Paper
Times cited : (8)

References (14)
  • 3
    • 79951788461 scopus 로고    scopus 로고
    • Ensemble clustering using semidefinite programming with applications
    • V. Singh, L. Mukherjee, J. Peng, and J. Xu, "Ensemble clustering using semidefinite programming with applications," Machine Learning, vol. 79, pp. 177-200, 2010.
    • (2010) Machine Learning , vol.79 , pp. 177-200
    • Singh, V.1    Mukherjee, L.2    Peng, J.3    Xu, J.4
  • 4
    • 79952531480 scopus 로고    scopus 로고
    • Image segmentation fusion using general ensemble clustering methods
    • Computer Vision ACCV 2010, ser. R. Kimmel, R. Klette, and A. Sugimoto, Eds. Springer Berlin / Heidelberg
    • L. Franek, D. Abdala, S. Vega-Pons, and X. Jiang, "Image segmentation fusion using general ensemble clustering methods," in Computer Vision ACCV 2010, ser. LNCS, R. Kimmel, R. Klette, and A. Sugimoto, Eds. Springer Berlin / Heidelberg, 2011, vol. 6495, pp. 373-384.
    • (2011) LNCS , vol.6495 , pp. 373-384
    • Franek, L.1    Abdala, D.2    Vega-Pons, S.3    Jiang, X.4
  • 7
    • 84950632109 scopus 로고
    • Objective criteria for the evaluation of clustering methods
    • W. M. Rand, "Objective criteria for the evaluation of clustering methods," Journal of the American Statistical Association, vol. 66, no. 336, pp. 846-850, 1971.
    • (1971) Journal of the American Statistical Association , vol.66 , Issue.336 , pp. 846-850
    • Rand, W.M.1
  • 8
    • 0034850577 scopus 로고    scopus 로고
    • A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics
    • 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," in In: Proc. ICCV, vol. 2, 2001, pp. 416-423.
    • (2001) Proc. ICCV , vol.2 , pp. 416-423
    • Martin, D.1    Fowlkes, C.2    Tal, D.3    Malik, J.4
  • 9
    • 79953037304 scopus 로고    scopus 로고
    • Natural image segmentation with adaptive texture and boundary encoding
    • S. Rao, H. Mobahi, A. Y. Yang, S. Sastry, and Y. Ma, "Natural image segmentation with adaptive texture and boundary encoding," in Computer Vision ACCV 2009, vol. 2, 2009, pp. 135-146.
    • (2009) Computer Vision ACCV 2009 , vol.2 , pp. 135-146
    • Rao, S.1    Mobahi, H.2    Yang, A.Y.3    Sastry, S.4    Ma, Y.5
  • 11
    • 0041965980 scopus 로고    scopus 로고
    • Cluster ensembles: A knowledge reuse framework for combining multiple partitions
    • A. Strehl and J. Ghosh, "Cluster ensembles: a knowledge reuse framework for combining multiple partitions," Journal of Machine Learning Research, vol. 3, pp. 583-617, 2002.
    • (2002) Journal of Machine Learning Research , vol.3 , pp. 583-617
    • Strehl, A.1    Ghosh, J.2
  • 12
    • 33947156744 scopus 로고    scopus 로고
    • Comparing clusterings-an information based distance
    • M. Meilǎ, "Comparing clusterings-an information based distance," Journal of Multivariate Analysis, vol. 98, no. 5, pp. 873-895, 2007.
    • (2007) Journal of Multivariate Analysis , vol.98 , Issue.5 , pp. 873-895
    • Meilǎ, M.1
  • 14
    • 30144442247 scopus 로고    scopus 로고
    • Clustering ensembles: Models of consensus and weak partitions
    • A. P. Topchy, A. K. Jain, and W. F. Punch, "Clustering ensembles: Models of consensus and weak partitions," IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 12, pp. 1866-1881, 2005.
    • (2005) IEEE Trans. Pattern Anal. Mach. Intell. , vol.27 , Issue.12 , pp. 1866-1881
    • Topchy, A.P.1    Jain, A.K.2    Punch, W.F.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.